How to Predict Bitcoin Price with Deep Learning LSTM

[Article] Nakano, Masafumi and Takahashi, Akihiko and Takahashi, Soichiro, Bitcoin Technical Trading With Artificial Neural Network (May 19, 2018). Physica A: Statistical Mechanics and its Applications, Volume 510, 2018, Pages 587-609. Available at SSRN: https://ssrn.com/abstract=3128726

ResearchGate link: https://www.researchgate.net/publication/326801819_Bitcoin_technical_trading_with_artificial_neural_network

SSRN link: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3128726

Please & thank you! (:
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Bitcoin mentioned around Reddit: "As the neural network of #IoT devices builds over the next 10-yrs we will need a universal data exchange and a method to trade value for data" - Head of Design, Internet of Things @Amazon AWS on IOTA /r/Iota

Bitcoin mentioned around Reddit: submitted by BitcoinAllBot to BitcoinAll [link] [comments]

Predicting Bitcoin Price with Machine Learning and K-Clustering Unsupervised Learning

Predicting Bitcoin Price with Machine Learning and K-Clustering Unsupervised Learning
I'm trying for some time now to develop a neural network that can predict bitcoin prices. Bitcoin is a great asset for such an experiment because it has fewer fundamentals than the other stocks or derivatives and it relies more on technical analysis than other assets. Nevertheless, it is impacted from time to time by the news and other events in the crypto-world.

I am working with TF (tensorflow) + Keras and LSTM (Long-Short Term Memory) cells to try and predict future prices.

If I let the network guess freely, from some point onwards, without feeding the price of the tick before, the predictions look like this:
blue- real price / red-prediction (without feeding price at every tick)

blue- real price / red-prediction (without feeding price at every tick)
If i adjust it at every point in the dataset (feed the price of the tick before), it is needless to say that the graph of predictions is way more precise:

blue- real price/red- prediction (with feeding the price of the tick before)

There are few steps I would like to take to improve this

  • Factor in Technical indicator (BB, Ichimoku Cloud, SAR, etc...
  • Place a factor for fundamental analysis in the dataset (for example, a score for the positivity of the news at that specific tick (0=bad news for btc, 10=great news)[/li]
  • Collect data from the order books of the largest exchanged and factor in the order book states at every tick
  • Unsupervised learning and K-Clustering to find co-relations between bitcoin and other foreign currency (for example, it might be that there's an inverse relationship between bitcoin and the Yuan (generally when Yuan drops, Bitcoin rises). K-Clustering can find such relationships
  • Merging all of the above into a trading bot that aims for around 30%-40% return a year

Does anyone pursue such a goal? If yes, would you like to share the accumulated knowledge/ideas? :D
This is a serious project and currently, only me and two of my partners are involved in it, but we could sure use some more man-power. I'd also like to know if someone would like to fund such a venture and get involved.

Cheers to you all!
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[Daily Discussion] Tuesday, July 18, 2017

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Quitting my job for 2-3 months to change my career

Hi All,
Edit: Thank you everyone for sharing and advising me on this decision. Though tempting I think I'm going to hold off on quitting. If there's one thing that's clear across all of your responses, its that holding any job, even if it's unrelated, helps get me a new job so for now I'll suck it up and stick with it.
** I apologize for the life story in advanced but if this does gain traction I want to answer most of the questions upfront. TL;DR at bottom.
Long time lurker here and I've seen a few posts that somewhat describe what I'm planning but I figured that I would share with you guys my plan to hopefully get some feedback from people in the field.
My Background:
I recently graduated from college (WIT, August 2018) with a degree in Computer Science and Mathematics and currently work help desk at a medium sized financial firm in Boston (300 Employees, ~$100 Billion in AUM). I do some quasi DevOps stuff here and there (heavy emphasis on quasi. Basically some Power-Shell scripting, expanding Production sever drives, pushing developers SQL code) but for the most part my day consists of taking help desk tickets and setting up new hires every week. This job is HELL to me... mostly because it's far from stimulating and in a field that I have no interest in and have been stuck in for too long IMO (Highschool = Local Computer store, First Co-op = Helpdesk, second Co-op = Systems engineer).
I want to transition to data engineering and then eventually machine learning but I know that it's a long road, hence why I would start with data engineering/science and then transition.
This presents the conundrum, how do I transition from help desk to data science/engineering?
In collage I took two machine learning classes and worked on three projects that are geared towards Machine learning but they are rather far apart in complexity.
  1. (Language - R, Rstudio) During my junior year in college I was taking a Machine learning class (Math focus, learned about Naive Bayes, Decision trees up to SVM, PCA) during that time I worked on a rather simple Reddit sentiment analysis bot. It's honestly nothing to write home about, I mostly leveraged functions from libraries and PRAW more than anything and its as vanilla as it gets.
  2. (Language - Python 3.6) Second project was my Senior capstone project that I teamed up with a friend on. We decided that in 3 months we were going to try and write a Bitcoin trading bot based on Neural Networks, SVM's and Technical Analysis. Now there was a lot wrong with this project.....like a lot. In that my friend and I were ambitious but uninformed and thought that if we worked hard enough we could make anything happen having pretty much zero knowledge of the challenges that faced us.
    1. Fast forward to the end of the semester I had created this SVM that did OK (~3% over market) on up-trends but epic failed it's way into double digit negatives during a down trend.
    2. My friend worked on an LSTM Neural Network that he barely understood and after enough poking, he got it to trade decently during down trends (Lost about ~8-10% during a 50% loss) but did poorly on up-trends.
    3. Nothing impressive for results but god dam did I learn a lot!
      1. We had to find data sets, parse them, understand how time series worked and try our best to create something from the ground up. We had very little guidance but scored well in the end for our presentation and ambitious goals.
      2. ## To me this was my first serious machine learning project. ##
  3. (Language - Python for testing, MATLAB for final) After that I joined my professor for an independent study and worked on a research paper for an IEEE Competition. It was on Evolutionary Algorithms and we ended up getting accepted into the competition and as a result our paper will be published sometime in August when they release the proceedings. This is easily my most impressive feat in the world of development and Machine learning/AI but it leads into my bigger problem.
Aside from the previous projects I have very little development experience outside of the classroom. I have no professional development experience and it's been impossible to gain any traction in that field as all of my professional experience is in IT. My strongest programming language is Python but because I don't use it at all at my job, I feel myself loosing touch.
My Goal:
I am aiming for at least 6 hours a day for ~60-90 days or 360-540 hours working towards this goal.
I have the background so I'm not starting from nothing and expect that I will blast through a lot of those courses within the first month giving me time to come up with a substantial project to use as my major achievement for this time off. My angle to employers is that I was frustrated with my lack of growth and took things into my own hands to further my career, but worry this can be misinterpreted many different ways.
As for Expenses:
I have close to 15K in savings and have budgeted out ~2.3K a month for all my expenses (Rent, car insurance, food, utilities and BS expenses like coffee or lunch out).
If I take 3 months off of work given my burn rate that leaves me with ~8K left in savings. I also have about 5K in my 401K so if need be I could pull on that if it were an emergency but I am aware of the tax repercussions and know that it's only an option in a true emergency.
My Backup Plan:
If for some reason I can't find a job after 3 months of building my resume and web portfolio I will give in and apply for yet another IT job.
My question to you kind redditors:
TL;DR: Recent College undergrad with degree in CS and Math looking to drop current job as a Desktop Engineer to work for myself for 2-3 months and build my resume with online resources into a qualified data engineer / scientist. Have a minimal background in ML/Data scientist but have enough experience to understand the concepts and Math behind it.
Thank you for reading my long post and I really appreciate any and all feedback.
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Start learning programming " Here is the best Platforms for you"

Step by step Help for you:
Platforms Node.js Frontend Development iOS Android IoT & Hybrid Apps Electron Cordova React Native Xamarin Linux ContainersOS X Command-Line ScreensaverswatchOS JVM Salesforce Amazon Web Services Windows IPFS Fuse HerokuProgramming Languages JavaScript Promises Standard Style Must Watch Talks Tips Network Layer Micro npm Packages Mad Science npm Packages Maintenance Modules - For npm packages npmAVA - Test runner ESLintSwift Education PlaygroundsPython Rust Haskell PureScript Go Scala Ruby EventsClojure ClojureScript Elixir Elm Erlang Julia Lua C C/C++ R D Common Lisp Perl Groovy Dart JavaRxJava Kotlin OCaml Coldfusion Fortran .NET PHP Delphi Assembler AutoHotkey AutoIt Crystal TypeScriptFront-end Development ES6 Tools Web Performance Optimization Web Tools CSS Critical-Path Tools Scalability Must-Watch Talks ProtipsReact RelayWeb Components Polymer Angular 2 Angular Backbone HTML5 SVG Canvas KnockoutJS Dojo Toolkit Inspiration Ember Android UI iOS UI Meteor BEM Flexbox Web Typography Web Accessibility Material Design D3 Emails jQuery TipsWeb Audio Offline-First Static Website Services A-Frame VR - Virtual reality Cycle.js Text Editing Motion UI Design Vue.js Marionette.js Aurelia Charting Ionic Framework 2 Chrome DevToolsBack-end Development Django Flask Docker Vagrant Pyramid Play1 Framework CakePHP Symfony EducationLaravel EducationRails GemsPhalcon Useful .htaccess Snippets nginx Dropwizard Kubernetes LumenComputer Science University Courses Data Science Machine Learning TutorialsSpeech and Natural Language Processing SpanishLinguistics Cryptography Computer Vision Deep Learning - Neural networks TensorFlowDeep Vision Open Source Society University Functional Programming Static Analysis & Code Quality Software-Defined NetworkingBig Data Big Data Public Datasets Hadoop Data Engineering StreamingTheory Papers We Love Talks Algorithms Algorithm Visualizations Artificial Intelligence Search Engine Optimization Competitive Programming MathBooks Free Programming Books Free Software Testing Books Go Books R Books Mind Expanding Books Book AuthoringEditors Sublime Text Vim Emacs Atom Visual Studio CodeGaming Game Development Game Talks Godot - Game engine Open Source Games Unity - Game engine Chess LÖVE - Game engine PICO-8 - Fantasy consoleDevelopment Environment Quick Look Plugins - OS X Dev Env Dotfiles Shell Command-Line Apps ZSH Plugins GitHub Browser Extensions Cheat SheetGit Cheat Sheet & Git Flow Git Tips Git Add-ons SSH FOSS for DevelopersEntertainment Podcasts Email NewslettersDatabases Database MySQL SQLAlchemy InfluxDB Neo4j Doctrine - PHP ORM MongoDBMedia Creative Commons Media Fonts Codeface - Text editor fonts Stock Resources GIF Music Open Source Documents Audio VisualizationLearn CLI Workshoppers - Interactive tutorials Learn to Program Speaking Tech Videos Dive into Machine Learning Computer HistorySecurity Application Security Security CTF - Capture The Flag Malware Analysis Android Security Hacking Honeypots Incident ResponseContent Management System Umbraco Refinery CMSMiscellaneous JSON Discounts for Student Developers Slack CommunitiesConferences GeoJSON Sysadmin Radio Awesome Analytics Open Companies REST Selenium Endangered Languages Continuous Delivery Services Engineering Free for Developers Bitcoin Answers - Stack Overflow, Quora, etc Sketch - OS X design app Places to Post Your Startup PCAPTools Remote Jobs Boilerplate Projects Readme Tools Styleguides Design and Development Guides Software Engineering Blogs Self Hosted FOSS Production Apps Gulp AMA - Ask Me Anything AnswersOpen Source Photography OpenGL Productivity GraphQL Transit Research Tools Niche Job Boards Data Visualization Social Media Share Links JSON Datasets Microservices Unicode Code Points Internet of Things Beginner-Friendly Projects Bluetooth Beacons Programming Interviews Ripple - Open source distributed settlement network Katas Tools for Activism TAP - Test Anything Protocol Robotics MQTT - "Internet of Things" connectivity protocol Hacking Spots For Girls Vorpal - Node.js CLI framework OKR Methodology - Goal setting & communication best practices Vulkan LaTeX - Typesetting language Network Analysis Economics - An economist's starter kit
Few more resources:
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Overlapping the BTC prices of VeChain and Waltonchain shows a strong positive correlation

Overlapping the BTC prices of VeChain and Waltonchain shows a strong positive correlation submitted by SnootyEuropean to CryptoCurrency [link] [comments]

Beginner's Guide to Trading Crypto. Part 12

Beginner's Guide to Trading Crypto. Part 12

Crypto Trading Bots: The Servants That Make You Rich

The classical stock market has its phases, since it sleeps and awakens to resume trading. Unlike the traditional financial market, the crypto market never sleeps and trades nonstop. Such an approach can be quite profitable for those who resort to modern means of replacing themselves at the screen to go to sleep and let trading continue in automatic mode.
The advent of trading bots allowed not only traditional market participants, but also crypto market enthusiasts to make profit nonstop at speeds and functional capabilities that humans will never be able to achieve.

Trading Bots

In essence, trading bots are software programs that are installed as add-ons on financial software interfaces. Acting as automated trading operations facilitators, the trading bots execute strategies and actions that they are programmed to perform by the traders. Trading bots can place buy and sell orders based on parameters and algorithms, while more advanced models of bots are capable of conducting in-depth analysis of financial markets to reveal profitable avenues and approaches to strategies.
The bots themselves rarely take action on their own, as traders program them to analyze market volumes, cups, dynamics and other parameters to act based on a pre-determined strategy. Though highly popular on traditional markets over the last decade, trading bots are quite restrictive in both their price, which can start from $10,000 on a Bloomberg trading terminal, and their limited functionality. However, the advent of blockchain and cryptocurrencies together with AI and neural networks has allowed trading bots to evolve into more advanced constructs capable of relatively independent “thinking” that allows them to take action based on a variety of aggregated datasets.

Cryptocurrency Trading Bots

Cryptocurrency trading bots have arisen together with the advent of crypto exchanges. It did not take programmers long to develop bots capable of monitoring the crypto market and executing strategies. The similarities between the crypto and traditional markets have made the transition even easier.
Like their traditional counterparts, cryptocurrency trading bots act on the basis of data they aggregate from a variety of sources, namely the crypto exchanges. They analyze market parameters and execute the strategies that the traders program them to perform. Cryptocurrency day trading bots are the most popular type, since day trading still provides the biggest scope of opportunities for making profits on heightened market volatility. Bitcoin buy and sell bots are some of the most popular constructs tailored for the market.
The logical arising question of how to make a cryptocurrency trading bot is a fairy popular one on the web, and the answer is not as simple as it would seem. Making a crypto trading bot is the job of traders/programmers who are qualified enough to make a piece of software capable of coping with vast amounts of financial data. In fact, cryptocurrency trading bots are available from open sources on the web and there are dozens of template software samples available to tailor any need.
The internet is also awash with crypto trading bot reviews, which include Bitcoin arbitrage bots, day trading bots, specialized crypto coin trading bots and many others.
Apart from expensive and highly advanced crypto trading bots, there are also free models that are available to average users. The constructs available range from beginner to advanced trader level in their complexity and user interface friendliness.
Apart from average trading bots, there are also arbitrage bots, which are also software programs that have features allowing traders to set up a variety of parameters that will directly affect the bot's behavior. With such an approach to trading, the bots can enter various exchanges that support them and trade in autonomous fashion on the trader’s behalf. The main advantage of arbitrage bots is that they can make instantaneous decisions depending on asset price movements to make profits for the trader.

The Main Types Of Strategies Used By Bots

Since trading bots largely act as avatars for traders, they mimic the strategies that the traders program them to execute. Some of the most popular strategies that bots are used for are the following:
Trading on the exchange is the classic norm under which a bot is programmed to buy or sell some assets at predetermined prices by placing buy and sell orders.
Arbitrage is the simultaneous purchase and sale of an asset for the purpose of making a profit from an imbalance in its price. Identical or similar financial instruments on different markets or in different forms have different prices, and by exploiting those differences, the bots make profits for the traders.
Market making is the third most popular strategy employed by trading bots. Namely, market making is the execution of strategies or sell-side methods designed to capture spreads, otherwise known as the difference in price between buys and sells. In essence, the bots act as market makers, essentially acting as a guaranteed counterparty for other traders that are single directional in the market.

Other Useful Features

Trading bots are not only about trading, as there are some constructs which were designed as assistants to traders rather than as direct replacements or avatars. There are bots that are designed as market dynamics analysts, others act as aggregators of information that provide detailed market charts, while some are deigned to filter out useful information in news backgrounds that can affect asset prices. The variety of bots on the market is immense and they have been around for far longer than the crypto market itself. In fact, many bank tellers, online shop assistants, even surveillance systems are actually bots, which have been designed to perform specialized features.
The same applies to the crypto market, where the merger or AI and neural networks has given birth to invaluable constructs that help traders and enthusiasts make sense of the market.

The Risks

https://preview.redd.it/ic1bq9zzz7541.jpg?width=376&format=pjpg&auto=webp&s=0af38dc3e1aa1964d172114ac66a817eb8e750ea
Needless to say, there are risks involved with using bots as well. Since the software is imperfect by nature of its automation, limited independence and lack of critical thinking outside the set parameters, bots should be monitored constantly and are by no means a panacea that would ensure profits. Bots are more like assistants that can take over for the trader for a limited time and execute mundane tasks. More complex tasks, such as analysis of charts, in-depth technical analysis and decision making are still the responsibility of human traders.
The risks of loss run high if trading bots are abused or left unchecked. Given that the bots cannot always spot market movements that have to predicted, it is highly advised to use bots with caution and rely on personal involvement in the trading process.
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Originally posted on our blog.
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Indian scientist applied deep learning technology to predict crypto asset prices

Indian scientist applied deep learning technology to predict crypto asset prices

https://preview.redd.it/oktnod9e6e241.jpg?width=900&format=pjpg&auto=webp&s=ee6deeef9cc06dcb25bbd76ac0dd14baaaa1913f
A researcher at the Vellore Institute of Technology in India has proposed a method for predicting crypto asset prices using a long short-term memory (LSTM) neural network.
Data processing and analysis specialist Abinhav Sagar demonstrated in his blog a four-step process of using machine learning technology to predict the prices of crypto assets in real time, which are "relatively unpredictable" compared to traditional markets.
According to Sagar, although machine learning has achieved some success in predicting stock market prices, its application in the cryptocurrency industry has been limited. In confirmation, he stated that the prices of crypto assets fluctuate due to the rapid development of technology, as well as economic and political factors and security issues.
Sagar's proposed four-step method includes:
1.the collection of data about bitcoin in real time;
2.data preparation for neural network training;
3.prediction testing using lstm neural network;
4.the visualization of the prediction results.
To train the network, Sagar used a dataset from CryptoCompare, taking into account price, trading volume, highest and lowest price value.
He posted information about the project on GitHub and described the features he used to normalize data values in preparation for machine learning. Before charting and visualizing the results of the network forecasts, Sagar noted that he used the absolute error of the mean as an estimation measure, which measures the average of errors in a set of forecasts without regard to their direction.
#AI #forecasting #India #rate #altcoins #bitcoin #Analytics
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M-N 1k-5k

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MetalicKitten_ Metallize metallurgy Metalmusic MetalNews MetalPay MetalPlaylists MetalSlugAttack metalwallpapers metametacirclejerk metaphysical MetaPhysicalMemes metaquebec metasploit MetaSubredditDrama MetaTrueReddit Metaverse_Blockchain Meteor Methadone meToo Metric metricband MetricMasterRace metro_exodus MetroDetroit metroexodus Metrology MetronomeToken MetroPCS mets mewithoutYou MexicanSpaceProgram Mexico_News mexicocirclejerk mexicogonewild Mezcal MFA mfa_irl MFGhost mflbguide MFZ MGSPhantomPain mgtowbooks mh4u MHGen MHGU mhguildquests mhmixedsets MHOC MHOnline MHWorld miakhalifapics MiaLi MiaMalkovaX miamiheat MiamiHurricanes miamioh MiaSand MiBox Michael MichaelFassbender MichaelReeves MichaelScottPapCo MichaelSneakers Michele_Maturo MichelleKeegan michellelewin MichelleRodriguez Michigan4Sanders michigandate MichiganGamers MicrobrandWatches microbrute microcomputing Microfiber MicroFishing microgreens microkitty Micromanufacturing micronations microphones microservices MicrosoftBand MicrosoftFlow MicrosoftServices MicrosoftTeams microtonal Midair midcentury Middleearthmemes MiddleEast MiddleEasternMusic MiddleEastHistory MideastPeace MidEastRegionalWar Midessa midi midlyinfuriating midlyinteresting midori midquelmemes Midwives MieshaTate mightyboosh MightyHarvest MightyNo9 Mignolaverse migos Miguns Miitopia Mike MikeAndIke MikePatton milano milasantos_ MiLB mildhighclub mildly_penis mildlyannoying mildlyapocalyptic mildlyawesome mildlyboobs mildlybutthole Mildlyclever mildlyconfusing mildlydangerous mildlyenteristing mildlyevangelion mildlyfrustrating MildlyGIT mildlyhalo mildlyhitler mildlyhomestuck mildlyinconvenient mildlyinsulted mildlyinterestingIAmA mildlyintersting mildlyintimidating mildlyintresting MildlyMetal mildlypleasing MildlyRacist mildlyretarded mildlyridiculous mildlysketchy MildlyUncomfortable mildlyuninteresting mildlyunsettling MildlyVandalized mildlyweird mildlywtf mildypenis MileyCyrusNTF MilfQueenMirelia milfsgonewild milfslovecumshots MILFVideo Milim militant Militariacollecting MilitaryARClones MilitaryAviation MilitaryConspiracy militaryfitness MilitaryGear Militarymachines MilitaryProcurement Militaryraging MilitaryStrategy milkniggas millajovovich millenials Millennials MillerPlanetside MillieBobbyBrown2 MillionDollarsBut millwrights milsurp miltonkeynes MilwaukeeTool Mimblewimble mimovi mina_irl Minarchy MindBleach mindblown mindcrackcirclejerk MindcrackDiscussion Mindfuck mindfuleating Mindscan mindstorms MinecraftCirclejerk MinecraftCommands MinecraftCringe minecraftcursedimages MinecraftDataMining minecraftfaq MinecraftHistory minecraftmaps MinecraftMod MinecraftPE minecraftschematics minecraftskins MinecraftSwitch MinecraftToDo minecraftwaterniggas minecraftxbox MinedBlock Minerals minerapocalypse MinersHaven MinerSwap Minesweeper Minetest MineZ Mini14 mini_trucks miniature_calendar MiniaturePinscher MiniatureSchnauzer miniaturesculpting miniaussie minibikes minicooking MiniDayZ minidocs minimal_homes minimalism_fashion minimalism_music Minimalisticmemes minimalisticwalls minimaltechno MiniMetro MiningPoolHub MinionMasters MinionMemes Minions MinkaKelly minnesotabeer MinnesotaCamping MinnesotaGamers Minnesotar4r minorkey MintCoin mintmobile mintsim MinusTheBear MinusTheMakeup minutevids MIOAGTIRPAAP MioFanClub Miracleofsound miraclerobots mirainikki mirin MirrorlessPhotography MirrorSports misbakes Miscarriage mischiefvixen Misdirection mises mishacollins MisheardLyrics MisleadingCaptions MisleadingTitles MissedOpportunity MissEm_Emily MissFlowerBomb MissFortuneMains MissGenii MissileGfys MissilePorn Missing_Person Mission_Impossible MissionWorkshop missoula MissouriPolitics MisterMetokur MitchHedberg MithrilToken mitski MitsubishiEvolution miui mixcd MixClub mixednuts mixedreality mizzou MK11CharacterTowers MKUltra MLB_9Innings mlb_streams MLBDraft MLBtheShowLogos mlclass MLG MLjobs MLM mlmcirclejerk MLMRecovery mlmscams mlmstories MLP MLPAnalysis MLPIOS mlpmature MLPtunes MLRugby MLSAwayFans MLSstreams MLTP mmapredictions MMAstream MMAStreams365 mmatechnique mmaww MMElementalGuardians mmf mmt_economics Mnemonics MNFgifs MNJobs MNN_MemeNewsNetwork MNTrolls moab moai moana MoarStories Mobdro Mobile_Marketing MobileAL mobileDJ MobileGames MobileLegendsBB mobilepicshd MobileUI mobilewebdev mobilinkcoin MobiusNetwork MockTheAltRight mocktheweek modclub ModdedMC moddergearsolid moddingguides ModdingMC ModdingMorrowind Model3 MODELING modelrailroads moderatelyinteresting ModerationLog modernart modernbaseball moderncalligraphy ModernFashionPorn modernism ModernistCuisine ModernJazz ModernJund ModernPropaganda ModernRockMusic modernrogue ModernWarfareRM Modesto ModFighters modgifs modlimit ModMurder ModsAreKillingReddit modusoperandi Moebius moedred MoeStash MoiraMains Moissanite moldova molecularbiology MolecularGastronomy MoleIsMoney Moles moleskine Molested molly Molly_Eskam MollyB MollyCQuinn MollyEskamNew mollyeskamshit Mom mombloggers momenttheymadeit momjokes MommaJokes momo Momoland MomoTama MomPorn momreflexes momsspaghetti monacoin MonarchsFactory Monarkia Monash moncton mondegreens Mondo MoneroCommunity moneromarket moneromarkets MoneroV Monetha MoneyHelp moneylaundering moneyontheside moneyrebel MoneyToken mongolia MongoliaPics MonicaBellucci monicoin MonikasThighs Monikers MonitorLizards Monk MonkeyIsland MonkeypawProductions monkeys monodatingpoly monogame monogatari MonoHearing MonolidMakeup monopoly Monsanto MonstaX Monstera monsterdeconstruction monsterdongs monsterfactory MonsterFishKeepers monsterfuzz MonsterGirlRP MonsterHigh MonsterLegends monsteroftheweek MonsterProm MonsterStrike Montageparodybattles montenegro MontereyBay Monterrey Montessori montgomery MonthlyComposition MontrealCycling MontrealEnts montrealimpact montrealjobs montypythongifs monzo moo_irl moog moombahton Moomies Moomins moomooio moon MoonCoin moonero MoonFucks MoonKnight Moonlighter MOONMOON_OW MoonriseMusicFestival Moons_IRL moosearchive moraldilemmas MoralPanic Morbid morbid_reality MordhauFashion mordheim morebreedingdittos Morel_Hunting MorganaMains MorgantownWV mormoncringe Mormonleaks mormonpolitics MorningDrawfee Morninghair MoroccoPics MoronicMondayAndroid MorpheusNetwork MorphRequests morrissey morse MortalEngines MortalKombat11 MortalKombatX morticians MortisGang Mosaic Moscow Mosses mostgilded MostInterestingCats MostlyWrites motherinlawsfromhell mothersbasement Mothman mothpit Motionografree MotivatedMusic motivateme Motivation_Wallpapers Motivational MotleyCrue motleyfool moto motog5 MotoGPPorn MotoGuzzi MotoLA Motoracing motorbikes motorboat Motorcyclecrash motorizedbicycles motorola Motorsport MotorsportPorn MotorsportsCalendar motorsportstreams motoswap Motovlogging motown MotoX4 MountainBike mountaindew mountaineers mountaingoats MountainMen Mountainpics mountains mountainview MountAndBall MouseGifs MouseGuard MouseMarket MousepadReview MouthEyes movember MovementDAO MovementDEMF Movie_Mistakes movie_scores movieaweek MovieBattles2 moviecirclejerk MovieHDLite movieideas movieleaks moviemonsterporn MovieOfTheDay MovieQuotes moviereviews MovieRls MoviesAnywhere MovieScandals Movieswhilehigh moving movingout mowerthoughts Mowky Mozart MozartInTheJungle mozilla MozillaInAction MP5 mpcusers mpmb mpminidelta MrBeast MrData MRE MrJoeNobody mrmoneymustache MrNightmare MrPedestrian mrpickles MrRobotARG MrRogersNeighborhood MrsGlass1024 MrSuicideSheep MSAccess msaeachubaets MsGinaDarling MSI MSP430 mspaintsartrace mspjobs MSsEcReTPoDcAsT Msstate MTBDeals MTBGE MTBTrailBuilding MTBVideos MtFHRT mtg_altered mtg_dadjokes MTGArenaPro mtgbracket mtgbrawl MTGDredge mtgfrontier mtgGore MTGLardFetcher mtglimited mtgmarketwatch MTGmemes MTGModern mtgoxinsolvency MTGPuzzleQuest mtgspirits mtgstorm mtgtrades MTGVintage MTHFR MtPelerin MTSU MTU mua muacjcirclejerk MUAEurope mudfossils Mueller mufc_history mugen mugi_irl muji Mujico mukbang Muks_store MuLegend multiculturalcancer multilingualparenting MultiMemeDrifting multireddit mumfordandsons MumkeysAnimeReviews MUN munchies MunchkinCats munichsocialclub murder MurderByWords MurderedByAntivaxx MurderedByBots MurderedByCrosspost murderedbyemojis MurderedByFacts murderedbymemes murderedbynumbers MurderedByOuija MurderedByPedantics murderedbyscreenshots Murderinos MurderMountain MurderMystery2 murfreesboro murmuration muscle_cars musclecarporn musclegirlart MuscleWorship muselk MuseumPorn museumreviews Museums Mushishi mushroom Mushroom_Cultivation music_discovery Music_Producers Music_Theory_Class MusicaEnEspanol MusicAlbums musicalcomedy musicalscripts MusicalTears MusicalTheatre Musicandmathematics musicanova musicbee musicbusiness MusicCirclejerk musiceducation MusicElectronics MusicEssentials Musicforyourfilm MusicFromTVSeries MusicGear musicgifstation MusicGuides musichistory musichoarder musiciansblogs musicindustry musicinstructor musiclessmusicvideos musicmadefree musicmakers musicmarketing MusicMatch MusicNotes musicoin musicpics MusicProducerSpot MusicProductionCodex MusicProductionDeals musicprogramming MusicPromotion musicsoftwaredeals musicsuggestions musictherapy MusicVideosOnYouTube musicwallpapers musiquefrancaise MuskDidNothingWrong Muslim Muslim_Memes MuslimLounge MuslimMarriage MustangTech mustelids mutantsandmasterminds MutantYearZeroRTE MUTCoinSelling mutt MUTTalk mutualcollaboration mutualfunds mutualism MutualSupport MVIS mvsw MWLL mx5 MXC MXStreams myaimistrue MyAnimeList myanmar MyBigFatFabulousLife MyBloodyValentine mybullytoday MyCastleFE MycoBazaar Mycoporn Mydaily3 MyDoggyIsMyLove mydrunkkitchen MyEtherWallet myfaithcoin mygamecollection_app MyHatIsACat MyHeroAcademiaMemes Myhush MylifeSuxNow mylittlealcoholic mylittleandysonic1 mylittleconspiracy mylittledamon mylittledaww mylittlefanfic mylittlefortress mylittlehuman mylittlelistentothis Mylittlenosleep mylittleonions MyLittleOutOfContext MyLittleSquidward MyLittleSupportGroup mymatematt mymorningjacket MyNameIsEarl myNBA2KMobile MyNewFetish MyNoise MyouiMina myparentsarenthome MyPrettyFace myriadcoin MyrtleBeach MySingingMonsters myst Mysteries mysterysearch mysticism myterribleneighbors myth MyTheoryIs myvegas

n00bs n3rdfusion N64WrestlingGames naath Nachrichten Nadine_Leopold NadineKerastas nagios nahuatl nail_art nailbiting nailedthelanding Nailpolish NaiTech nakedandafraid nameaserver Namecoin NameMyTF2Item NameNerdCirclejerk NamePuns namethatbook NamiMains Nanachi nanaimo nandovmovies nanJ Nannies nano NanoGrowery Nanoleaf nanomusheens nanotechnology Nantes NaomiKyle NaomiScott naomiwatts napa Naperville NapkinMemes Naples_FL napoli naranon narcissisticparents NarcissisticSpouses NarcoticsAnonymous Narduchita NarFFL Narnia NarniaMemes Naruto_Memes NarutoAkiden NarutoAnime NarutoNinjaStorm NarutoSakuga NarutoXBorutoNV nas NASA_News nasalsnuff NASCARCollectors NasDANQ nashvillebuyandsell Nashvilleevents NashvilleJobs NashvilleSC NashvilleTV NASLSoccer nasusmains Nat1 Natalia_Deliah Natalia_Garibotto Natalie_vs_Scarlett nataliebrooksx nataliehadek NatalieMariduena NatalieR NatalieRoser NatashaOakley nathanfielder NathanFillion Nationalism NationalParkPorn NationalPhotoSubs nationalsomethingday NationStates NativeAmericanGirls NativeAmericans NativeInstruments nativescript natsuki Natsuri NattyComics Natural_Hair NaturalPregnancy naturalremedies NaturalWellnessGuide naturebros natureisbeautiful NatureIsFuckingCute Natureisfuckingnope natureislit natureismental naturesfury NAU Naughty_Redheads naughtydog naughtyjessthoughts NaughtyNerdGirls NaughtyNorseMemes naut Nautical NauticusBlockchain NautilusMains nav Navajo NavalAction Navia Naviaddress Navixsport NavyNukes NayaRivera nayeon Nazer_The_Lazer NaziMeme nba2k17 NBA2K19 NBA2KL NBA2kMTselling nba_live_streams NBAanalytics nbabreakdown nbafiftyfifty NBAGIFS NBAimages nbakicks NBALive_Mobile nbalivestreamshd NBAlounge NBApeopleTwitter NBAPlaygrounds nbastreams_ nbastreamscss nbl nbn NCAA ncaa_stream ncaabowlgames ncaabowllive NCAAFootball NCAAW ncbeer NCGuns NCLEX ncpolitics NCTrails NDE ndp NDQ nds NDSHacks nealstephenson NearDeathExperiences NeatMike NeatNotes NebulaPorn NECA neckbeards neckbeardthings neckdeep necromancers Necrontyr necropolis nederlands nedforpresident NeebsGaming Need NeedABand needabro needacoach NeedleInAHaystack Needlepoint NeedsMoreJPEG NeesyRizzo NegaRedditRedux NegativeAtmosphere negativeutilitarians negotiation neighborsfromhell Neil_deGrasse_Tyson NeilBreen neildegrassetyson neilyoung NeivaMaraDaily NemiForest Nendoroid nenes Neo4j neoblockchain neoconNWO neofolk neogeo neology NeoMagazin NeonGenesisEvangelion neoprogs Neopsychedelia NeoScavenger Neoyokio NEPA NepalPics nerdbait nerdcity nerdcore nerdfitness nerdgirls nerdlass nerdpokerpodcast nerdshowerthoughts nerdwriter Nerdy_Hardbodies NerdyChallenge NerfExchange NerfTheGame neshamira NessMains net_neutrality netapp NetBSD netdef NetflixCanada NetflixKingdom NetflixSpaceForce NetflixTheSociety netflixuk NetherlandsPics Netherwing NetHunter netsec_news netsec_uncensored Netsphere Netsuite NetworkForSale NetworkSecurity Neuralink neurallace NeuralNetwork neurobiology Neurofeedback NeuroFunk Neuromation neuronaut Neuroneum neuroproducers Neurosurgery NeutralCryptoTalk NeutralTalk Nevada nevadapolitics neveragainmovement NeverStopAGirlFight NeverTrump neverwinternights New_Hampshire New_Jersey_Politics New_Tattoos New_World_MMO New_York_City NewAge NewAgeMusic NewAlbums NewAmsterdamTV Newark newborns Newbraunfels newbrunswickcanada NewBrunswickNJ Newbwriters NewChallenger NewCountry NewCydiaTweaks NewDads NewedgeMustang Newegg newengland NewEngland4Sanders NewEnglandPatriots newenglandrevolution neweracaps NewFishSpecies NewGame newgrass Newgrounds newhaven newhiphop newhorizons newIBM newico NewJerseyforSanders NewJerseyMarijuana newleaf newLegacyinc Newlyweds neworleanssaints NewPMDT NewPokimanePics newportbeach NewRetroArcade NewRiders News_Politics newsbotbot newsentences newsokunomoral newsokuvip newspapercomics newsrebooted newsreels newsubreddits NewToReddit NewWest newwords newworldorder NewYorkCoin NewYorkForSanders NewYoutubers NewZanada newzealand_travel Nexo Nexomon NexonDarknessRises Nexplanon NextCarGame nextdoor nextelderscrolls NextOrder Nexus10 Nexus9 nexusearth nexusmods Nexusography nexusplayer nexybit NFC NFCEast nffc NFKRZ NFL2go nfl__stream nfl__streams nfl_games nfl_live_streams_free nfl_livestream_ nfl_livestream_free nfl_streams_hd nfl_streams_live_ nfl_super_bowl NFLDRAFT NFLFandom NFLFantasy NFLFilms NFLFootballGamesToday nflgameslive NFLGameUpdate nfllivestream_ NFLLiveStreamingCBS NFLLiveStreamingFOX NFLNoobs NFLOffTopic NFLReplay nflsgame NFLstatheads nflstream_ nflstream_free nflstream_live nflstreams_ nflstreams_free nflstreams_live_ NFLStreamUpdate nflsuperbowlfree nflsuperbowls nfrealmusic nfrstream nginx NhiTran NHL17HUT NHL18 NHL19 nhl_streams NHLChampionshipBelt NHLstream NHRA nhs niagara NibbaTV Nicaragua niceb8m8 NiceCatch nicedoggos nicegays Nicegirlstories niceguy niceguysDiscussion niceguystories NiceLegs NiceSaveOuija niceyes NichameleonCosplay NichtDieTagespresse nick NickCave nickelodeon NickyWhelan nicolapeltz nicolascage NicoleArbour NicoleLZ NicoleMarieJeanNMJ NicoleMejia nicolenixon NicoleScherzinger NicoleThornedab niconiconi NICUParents NidaleeMains NiennaJade NieRAutomataGame Nievamara Nigahiga Nigeria nightblade nightdriving nightmare NightmareBeforeXmas NightmareNewYork Nightmares nightmemes NightMusic nightphotography nightwalk nightwish nihilisms nihongo Nijmegen NikaidouSaki nikkibella NikkiBlackketter NikkiCo65 Nilesy nim Nimiq nincirclejerk ninemuses Ninja Ninjago NinjasHyper ninjawarrior NinoNakano Nintendeals Nintendo3DS nintendo64 Nintendo_NX NintendoDS Nintendogs NintendoKaren nintendolabo NintendoStitch NintendoSwitchBoxArt NintendoSwitchDesigns NintendoSwitchIndie NinthWorldProblems nintype nippleshadows nipponichi NipseyHussle nirvannatheband nissanfrontier nissanleaf NISTControls NitroToken NIU NixOS NixPlatform NJ_Swingers njbeer NJGuns njhiking NJr4r NJTech nlpclass NLSS NLTP NMMNG NMS_Bases NMS_Federation NMS_Zoology NMSPortals NNNNNNNEEEEEEEEEEEEWS no No_Cry_Challenge No_Ragrets NoAdmins noagenda NoahCyrus noahelowyn NoahGetTheBoat noamchomsky NoAnimePolice nobackspace Noblesse NobodyCaresApostolate noclip NoColoreds NoCopyrightMusic nocopyrightsounds nocrychallenge nocturnemains NoDAPL nodered Nodis NoeliaRamirez NoelleFoley NoelLeon noelmiller nOfAileDPriNtS NoFapES NoFapTeens NoFapWarRebooted nofiller NoFilterNews nofriends nofx nogagreflex NOIA NoIAP NoIdeaAnimation noids noip noise noisefuck NoisyImages noisypics NOIZ nojibrilnolife Nokia7Plus NOLA NOLAMusic Nolan NoLawns NolibsWatch nolimitcoin NoLogsVpn NoLongerAlone Nomad nomagicsuckery NOMANSSKY NoMansSkyAnimals NoMansSkyCrafting NoMansSkyMyJourney NoMansSkyShips NoMansSkyTravelGuide NomSaying NonAustrianEconomics noncensored_bitcoin nonconformists NonCredibleDefense nondirective nonduality NonEnglishMusic nonessentialoils NoNetNeutrality nonfiction nonfiction_bookclub nonfictionbooks NonGold NONINEWS NonNudeButSexy nonon Nonononomaybe nonononono nonononowaitwhat nonononoyesWTF nonoyes Nonprofit_Jobs nonsenselocker nonstopknight NoNut19 Nonviolence noobmaster69 NoobsOfTheAncient Noobtube nook nootropic_deals NootropicResearch NoPee noplastic nopuns norcal Nordichistorymemes NordicSkinCare NordicUnion NORDVEI NormalDayInSweden normanok NormanReedus normiememes NORML Norsemen NorskFotball NorthAmerican northampton NorthCarolina4Sanders northcounty northshore Northwestern NoRules norwayonreddit NorwegianForestCats Norwich NorwichCity Noses nosgoth nosIeep nosleep_irl nosleepfinder NosleepIndex NoSleepInterviews NoSleepReruns NoSleepSleuths NoSleepVideos nosleepworkshops nOSplatform nosql nostalgiacritic NostalgiaMusic NoStepOnSnek Not_Quite_Right NotableUpcomingEvents NotAboutYou notaglobe notalodeon notalwaysright NotaMethAddict notanimemaru NoTap notaperfectfit NotBirdsWithArms Notchcels notcirclejerk notcosplaygirls note8 Notflix notfunny NothingButThieves nothingnowhere NotHowDicksWork nothowgayswork nothowphoneswork notificationgore NoTillGrowery NotionSo notkayfabenews notmeirl notopbutok notpopping notredamefootball notsafeforweiss NotSteveIrwin notthebabylonbee notthebeaverton notthethickofit NotTrending notwholesomeanymore NoU novajobs novalaunchersetups novarent novationcircuit NoveltyAccounts Nowhere_eternity nowhisper nowiknow nowontennis noxappplayer NPB NPC NPCMemes NPCtavern NPD NPERproject npm nprplanetmoney NPSL nqmod Nr2003 nra nsa NSCollectors nsfNSFW NSFW911 nsfw_brat NSFW_SplitDepthGIFS nsfwbabesnude NSFWfun Nsfwhumour nspire nsw nswf NSWF_amatuer NSWFHardcore ntbdbiwdfta ntnu NTSB_database NTU NuclearBusiness nuclearwar nuclearweapons Nudah NudeBase nudeceleb Nuderoast nudibranch nudist_loving nudistpornbeach NudistsGoneWild nugswap nujijinactie nukedbywords nukedfromorbit NukeMeFromOrbit NukeVFX nukleus null number26bank numberphile numberwang numerai numerical numerology numismatics numismatology nunavut nunumains NurdRage NurseJackie NurseJoyProject nursepractitioner Nurses nursingmemes nursingschool NursingSkills nus nutanix NutritionFacts NVC nvidiots nwi NWSL nxtcoin NXThemes nxtwrestling nyancoins nyannyancosplay nycART nycbeer NYCC nycfilmmakers nycfood nycgaybros nycgaymers nycHistory nycstreetart nyctech NYCtrees NYguns NYList NYrap nyspolitics nytimes NYTO NYXL nyxnyxnyx NZBitcoin NZCirclejerk nzpolitics NZTrees
submitted by j259awesome to u/j259awesome [link] [comments]

Neural Networks and Bitcoin

Neural Networks and Bitcoin submitted by rosberg2014 to Bitcoin [link] [comments]

20 Day Bitcoin Price Forecast

http://www.btcpredictions.com
Hey guys, I posted a link to this project I've been working on a couple of weeks ago but I just recently made a notable and interesting (in my opinion) addition.
This website shows predictions for bitcoin prices made by software that uses artificial neural networks. The 24 hour and 5 day predictions are performing pretty well, and I just added a 20 day prediction chart. The software making these predictions is still very much in a beta stage and the predictions are still far from reliable, but it is interesting to see where trends seem to be heading!
submitted by K128kevin to Bitcoin [link] [comments]

What is BetBox?

BetBox, found online at Betbox.ai, aims to turn sports betting into an alternative asset class. To do that, BetBox has created a hedge fund that uses machine learning and deep neural networks to make intelligent predictions.
The hedge fund’s strategy is implemented by a large team of BetBox researchers. The fund ingests 1.6 million pieces of information daily, then runs that information through proprietary technology and algorithms.
The ultimate goal of the hedge fund is to provide capital growth by investing in sports betting markets through algorithm-based trading.
To help achieve that goal, BetBox is conducting an ICO over November and December.
Ultimately, BetBox aims to introduce AI-driven trading to a market that many people believe is unpredictable:
“Betting has always been pointed out as an unclear, obscure and unsecure market. That is correct if you perceive it from an emotional point of view: you bet on your dream team and you lose, but you will still continue to bet on your dream team. That is not rational, that’s emotional. What if we changed your perspective and looked at this market in a functional way, as an investment opportunity, a chance to diversify your income portfolio?”
Basically, BetBox believes there’s an opportunity to use data to beat bookmakers in multiple sports worldwide.

How Does BetBox Work?

BetBox combines fully automated and scalable AI technology with deep neural networks, machine learning, and a “performing infrastructure architecture.” BetBox’s data-driven approach was built with the goal of developing sophisticated trading models for the sports betting market.
That hedge fund analyzes 1.6 million pieces of information daily using algorithms and proprietary technology. These algorithms are designed to make predictions in sports betting markets.
The fund will not invest more than 10% of its assets under management (AUM) into each BetBox algo-trading model.
The fund also has an annual management fee of 3%, plus a performance fee of 30%. Performance fees are uncapped, so there’s no maximum fee.
The BetBox whitepaper outlines the optimal betting strategy that will be used by the platform. That strategy will be used to conduct automated betting across multiple sports worldwide.
The end result is a hedge fund built to achieve maximum profitability from a market that many had previously believed was unpredictable.

The BetBox ICO

The BetBox pre-ICO begins on November 9. All BetBox tokens (BETX) give you the right to receive 20% of the BetBox hedge fund’s net transaction revenue.
31.1% of the crowdsale tokens are being distributed during the pre-ICO. There’s a hard cap of 7.8 million BETX for the pre-ICO, with a soft cap of 746,093 BETX. The price of the token will be 0.0034 ETH during he pre-ICO, with no minimum purchase amount required.
The pre-ICO is scheduled for November 9, 2017 to January 18, 2018.
Anyone who purchases BETX tokens during the pre-sale will receive one “GiftCoin” for each BETX they purchase. Each GiftCoin allows investors to enter the BetBox platform any time for one entire day (24 hours) and see how they invest on European Top Players.
More Information
https://betbox.app/
Bount0x ID : hllelek33
submitted by umttt1 to Crypto_General [link] [comments]

Tierion (TNT) is about to explode! Upcoming Mainnet Launch!

Tierion (TNT), most comparable to Factom (FCT), is about to launch their mainnet in just a few hours which is huge, migrating their customers over to the new blockchain, along with announcing a masternode style setup for holders. Announcing new partnerships this month, as well as being listed on bigger exchanges very soon. Here's a quick rundown:
Factom Marketcap: Currently $148,072,067 / ATH $324,450,316
Tierion Marketcap: Currently $48,395,983 / ATH $86,083,902
They've been previously anchoring data to the Bitcoin and Ethereum blockchains using their Chainpoint tech, which has unlimited scalability and is easy to deploy for companies. They intend to build out a broad and wide network that will require utilization of the TNT tokens, which will be used as a method of settlement between parties to access network resources, as well as an incentive for network participants to operate and secure the network.
Use Cases
Since launching in June 2015, Tierion has been used by many organizations in a wide variety of industries. Several open source projects have adopted the Chainpoint protocol. Here are some examples that demonstrate how the technology is being used.
MICROSOFT: Attestations & Data Integrity. Microsoft and Tierion are collaborating to build a service to generate, manage, and validate attestations e.g. credentials associated with your work history.
PHILIPS: IoT Data Provenance. Collect data from MRI machines to create an audit trail of its maintenance, usage, and calibration history. Prove compliance with regulations and safety inspections.
BLOCKCERTS: Blockchain Verifiable Credentials. Blockcerts is an open source project that emerged from the MIT Media Lab that uses the Chainpoint protocol to issue blockchain verifiable education credentials.
VERIFAI: Machine Learning Auditability. Verifai creates a cryptographically verifiable audit trail to prove how a neural network has been trained. Verifai marks the first practical use of blockchain technology in artificial intelligence.
Extras
Also, you'd might want to know that a massive investor in the Tierion ICO was Vitalik Buterin's investment company - Fenbushi Capital. Highly recommend you do your own research and you'll understand how undervalued this gem is. Happy researching!
Useful Links
Website
Token Sale Website
Whitepaper
Sub-Reddit
TNT Trading on Liqui
submitted by -Kawi- to CryptoCurrency [link] [comments]

WARNING: BITMEX LIQUIDATION ENGINE. back to square 1 for me

I must start by saying this is my personal experience. It comes with a bit of a read but the warning is within the story. I share what I know from testing and past success. Feel free to read backstory or just jump to BITMEX AND LIQ. ENGINE
QUICK BACKSTORY(read if you want main story below)
So let me start by telling you that I had the opportunity to buy bitcoin back in 2012 when it was trading around $5 USD a coin. I was going to put a little bit of my money into it but due to me being in high school(in 2012) and finding the internet rather annoying at that time. When I came upon Bitcoin in 2012 I read into it but due to me not really understanding economics, passed it off as other internet fad and did not pay any more attention to Bitcoin or blockchain at all. Here we stand a few years later but its fine sometimes we miss opportunity. That said, I started getting more involved this space a bit before the big uptick we all experience in December. Here is where the story really begins. So I began trading some of my money and began to learn and understand what I was doing. Essentially doing my homework and putting in the studying hours to understand Technical Analysis, past market conditions, compared to current market conditions. Literally anything I could get my hands on to progress my knowledge in the field of trading. Equally I was putting money down and not always making the best decisions which by my experience has always been the best way to learn. Either way, I began to understand what I was doing and began trading some more of my money with a success rate I was rather happy with.
I ended up leaving college because I told myself that this was time better spent. I left my job because I was making more money doing this. I even sold my vehicle because I was sure I could make it back. This is when I found out about Bitmex and equally found out that in the US we are not aloud to use it. Ok fine. I was trading my money and was satisfied with what I was making. Unfortunately sometimes life happens. I experienced a life emergency that required me to get my hands on any funds I could so I sold basically all my holdings to take care of what was immediately at hand. Life happens.
BITMEX AND LIQ. ENGINE
Recently I got the opportunity to leave US and come into a region where BITMEX is aloud. I got very excited and told myself it was time to try it. Let me start by telling you that trading on margin is nothing like trading with your own money....whole different ball game that I did not expect. But I embraced it and told myself I was up for the challenge. When I started I first started trading here the returns where almost unreal. If I was not convinced I could do it before. This sold me. Now ill share that before I had the chance to become profitable here I lost a significant amount of money on MEX close to 1000 US dollars before I really got into a trading strategy that worked for me. A lot of money a lot of man hours.($1000 a lot for a person building in life)
Here is where it really begins and what I feel is actually going on within BITMEX. Once I became moderately successful in trading on BITMEX, almost immediately did that change. It all started with an 800% ROE I made. Right after this is where BITMEX literally began to liquidate my account. Ill think ill deem it appropriate to share with you that I am not just some person who wants to make money on the bitcoin trend....no, I began making a living out of this. and when I say I developed a working strategy this essentially means one or 2 trades a day where I wait for nice uptick or the inverse and close in profit. BUY & SELL orders in place. moderate stop loss but equally not taking risky trades or attempting to scalp. There is a reason people say dumb money and in my opinion, this is not who BITMEX is targeting, people who want to buy at the peaks and sell at rock bottom essentially liquidate themselves. They are not the issue. Nor are the big players or real market makers the targets because at the end of the day BITEMX makes out nicely from maker makes. Who BITMEX targets are individuals like myself who take time to read charts do appropriate TA and understand overall market conditions before taking any position. People who take time to learn and begin to make a moderate profit. Moderate profit takers are, at the end of the day, a problem for BITMEX and must mean that if we are being paid out at too high of a rate, essentially we are biting into their own profits. After that 800% ROE it was almost as if my trading strategy or myself was targeted because after I that, I have yet to make another successful move, even on this ginormous uptick. Even when my trading strategy began to not be the most efficient, I built on it. Like any good investor would....we must adapt to market conditions. Here is what I honestly think is happening. In our modern day of AI it is not to far fetched to think that a profitable company such as BITMEX has created an algorithm that essentially acts directly agains profitable individuals. . Having a large holding is one thing but having access to immediate information on trading information, where buy/sell are placed, above or below the market. Information on stop losses and Liq. price are all crucial pieces of information that they have access to. It is not to difficult to write up a neural network that takes all of the above information(BUY/SELL orders, Liq. price, stop losses ) and is told to work within certain perameters to either Liquidate or come fairly close to average liquidation price simply to scare off potential investors. This is what i suspect is happening. It would very much mean nice profits off of individuals closing unfavorable positions in current market conditions. I am not just suspecting this, I have tested it. I have put even more of my own money down just to prove myself right and time and time again my suspicions come true. Today I write to you all as a fair warning that I am almost definite BITMEX works agains individuals like myself and moderate profit takers like me. I am currently in a very unfavorable life situation because of this liquidation algorithm they have. Currently I have no BTC holding because what I was using to build up essentially was taken by BITMEX. Let me tell you that I am not over leveraging, Let me tell you I don't put down on a position unless I am comfortable and full in well knowing that there is a chance to lose my money and equally let me tell you that I am not just jumping into positions....my positions are calculated and thought out as are my exit points. But to experience what I have here really hurts and I am not an emotional individual but really, within this situation I feel physically sick and a real ache in my heart. This is followed full in well with knowing the current worth of BTC and knowing the overall direction we are going. I have given up my whole life, have been making money doing this, and was saving to move forward within my situation but to be reduced to not having any holding........... I'm sorry but this takes me back and makes me feel as if my last year has been wasted and have nothing to show for it.
I am a good person and do good for those around me, especially my family. I do no harm or foul to anybody in this life and I mind my space and business. I follow the good man above faithfully and recently have even began to question that, simply because of some of the things I am Immediately being dealt in life. Please use this as a warning and know that if youre trading on a platform such as BINANCE, BITFINIX, HUOBi, KRAKEN or any another exchange that does not allow margin trading but where you trade with your own money... stick to that. At the end of the day its yours and nobody is attempting to swoop what is yours right from under you or keep it safely on a hardware wallet. Now, I joke with you not. I have to go back to getting a regular job and have no education behind me....not even transportation to get from point A to point B. Good old fashion walking. I can't even go trade my way out of this one because I have nothing to trade with ha. I came into this space hoping for a bit of financial freedom from my immediate situation. No lambo goals simply wanted to make extra money. When i got to reap some of those benefits it was the best. Now I sit here with 0.000000000BTC to my name and feel nothing but a feeling of hurt. I even feel a bit upset knowing that it was not even taken from me by a person...that would have been better because this one person would have used it. It was taken by the damn exchange. Be careful and know that even if you play it smart in this life....things happen
**For demonstration purposes/ check back soon** Im going to post to you my BTC address here so you can see the 0 balance, those transactions that you see to BMEX are the funds I used to run my testing on this suspected algorithm and its workings. Im going to tell you that, if you remember me and this story check back to that address next year and we will see how far we have gotten after this mishap. A reddit experiment if you will. 3NKSRiLW7iiSq695Vf8hN4uVkmhvCPtnVw
submitted by miningForCrabs to Bitcoin [link] [comments]

[ICO] (CD) CEDEX 1st Ever certified blockchain diamond exchange

CEDEX is the First Certified Blockchain Based Diamond Exchange
Website | Linkedin | Facebook | Twitter | Youtube | Bitcointalk | Whitepaper | Lightpaper
Visit the website and click the telegr*m link and join too~
CEDEX.com is a global exchange that focuses on bridging the gap between the traditional diamond industry and the innovative financial markets. With its extensive industry knowledge, CEDEX wants to engineer a ground-breaking change – enabling people to liquidate and invest in diamonds like any other financial asset, in a transparent and secure way.
The CEDEX exchange enables anyone to invest in individual diamonds, shares of a high- value stone or shares in a basket of diamonds (ETF). Investors, buyers and sellers have full confidense because the diamond value is transparent, using the DEX, our machine learning algorithm and blockchain technology that rates a diamond’s asking price; liquid because it creates a two- sided market by enhancing both the supply and demand, and fungible because CEDEX creates a unique benchmark value, rate and contract for every stone.
The Technology DEX – The Intelligence Behind CEDEX
DEX, our proprietary machine-learning algorithm has been created to bring transparency and coherency to the diamond financial market. The DEX comprises three main elements: gemological composition of individual diamonds listed on CEDEX, diamond market financial indices and global inventory analysis. Diamonds are onboarded to CEDEX and classified by categories. The DEX has been designed to incorporate artificial neural network technology using all available diamond data.
Try DEX for yourself!
See how easy, open and transparent it is to invest or trade in diamonds through CEDEX. Our DEX Beta version will give you a theoretical price for your diamond and rate it by its relative market value on the spot! (for round carat stones 0.3, 0.5 and 1.0 carats. Once the DEX is fully developed it will be able to provide all type/size diamonds)
CEDEX Coin – Powering CEDEX Exchange
The CEDEX Coin is an ERC-20-compatible token traded over the public Ethereum blockchain. It will enable our participants to purchase diamonds on the CEDEX, transforming their assets into diamonds. Use of the CEDEX Coin will be driven by trading volumes generated on the CEDEX.com exchange and the demand of the diamond ecosystem. The CEDEX Coin will be listed on all major exchanges and will be transferable to other cryptocurrencies and fiat currencies.
The CEDEX Coin will be the only means of payment used on the CEDEX exchange. The CEDEX Coin amount is limited and coins offered on the sale that will not be bought will be burned.
The Team
Saar Levi | Ronen Priewer | Boaz Hillel | Yael Eckstein | Gadi Hayat | Evgeni Kif | Avner Lewnstein | Aviv Balassiano | Itay Regev | Kateryna Gordieieva | Calvin Hau | Aleksandr Rebenok
Advisory Board
Alex Norta | Asaf Lahav | Christopher Bell | Eyal Rosenblum
CEDEX COIN TOKEN OFFERING
The CEDEX Coin offering is organized and executed by the Token Sale Company. The Token sale event will last up to 40 days, starting on January 12th, 2018 (19:00 GMT) and ending either on February 26th, 2018 (at 19:00 GMT) or when the maximum cap is reached.
  • The maximum number of Tokens the Token Sale Company will issue is set at 100,000,000.
  • In the public sale offering, up to 50,000,000 Tokens will be offered for sale.
  • All of the Token supply will be created during the Token Sale and distributed once it is completed. Any Tokens offered for sale to the public and not sold will be destroyed.
  • The CEDEX Coins will be sold at a rate of 1ETH = 500 CEDEX Coins. ___
Users will be able to purchase CEDEX Coin in Ether, Bitcoin and fiat currencies according to the available rates in the market. A portion of the supply will be pre-allocated to the CEDEX founders and team members in the vesting schedule listed below. The company will hold 20%-25% of the CEDEX Coin supply for future development and marketing expansion. This holding will also be used for purchasing additional diamonds in order to expand the financial offering of the CEDEX project.
Participants in the pre-sale and sale will receive special bonus as indicated below: - Pre-sale up to 10% of total CEDEX Coin – 0.3 CEDEX Coin for each CEDEX Coin purchased. - First day of sale up to 40% of total CEDEX Coin – 0.15 CEDEX Coin for each CEDEX Coin purchased (ending at 24:00 GMT). - Further information and updates will be posted ahead of time on cedex.com.
USE OF FUNDS The net proceeds collected in the token sale will be used as follows: - Up to 20% for finalizing the development of the DEX, Diamond-Token smart contracts and the exchange as described in the milestone section in Appendix C below. - Up to 45% for marketing, business development and sales purposes. Most of the funds will be used for marketing the exchange in different jurisdictions. This will include online and offline marketing activities, signing partnership relations with various business partners and signing agreements with potential partners from the diamond industry. - Up to 20% for regulation, licenses, legal and operational purposes. - Up to 15% for working capital.
The expected breakdown may be altered based on the Token Sale outcome and project progresses.
submitted by Vindyne8 to ICOAnalysis [link] [comments]

[ICO] (CD) CEDEX 1st Ever certified blockchain diamond exchange

CEDEX is the First Certified Blockchain Based Diamond Exchange
Website | Linkedin | Facebook | Twitter | Youtube | Bitcointalk | Whitepaper | Lightpaper
Visit the website and click the telegr*m link and join too~
CEDEX.com is a global exchange that focuses on bridging the gap between the traditional diamond industry and the innovative financial markets. With its extensive industry knowledge, CEDEX wants to engineer a ground-breaking change – enabling people to liquidate and invest in diamonds like any other financial asset, in a transparent and secure way.
The CEDEX exchange enables anyone to invest in individual diamonds, shares of a high- value stone or shares in a basket of diamonds (ETF). Investors, buyers and sellers have full confidense because the diamond value is transparent, using the DEX, our machine learning algorithm and blockchain technology that rates a diamond’s asking price; liquid because it creates a two- sided market by enhancing both the supply and demand, and fungible because CEDEX creates a unique benchmark value, rate and contract for every stone.
The Technology DEX – The Intelligence Behind CEDEX
DEX, our proprietary machine-learning algorithm has been created to bring transparency and coherency to the diamond financial market. The DEX comprises three main elements: gemological composition of individual diamonds listed on CEDEX, diamond market financial indices and global inventory analysis. Diamonds are onboarded to CEDEX and classified by categories. The DEX has been designed to incorporate artificial neural network technology using all available diamond data.
Try DEX for yourself!
See how easy, open and transparent it is to invest or trade in diamonds through CEDEX. Our DEX Beta version will give you a theoretical price for your diamond and rate it by its relative market value on the spot! (for round carat stones 0.3, 0.5 and 1.0 carats. Once the DEX is fully developed it will be able to provide all type/size diamonds)
CEDEX Coin – Powering CEDEX Exchange
The CEDEX Coin is an ERC-20-compatible token traded over the public Ethereum blockchain. It will enable our participants to purchase diamonds on the CEDEX, transforming their assets into diamonds. Use of the CEDEX Coin will be driven by trading volumes generated on the CEDEX.com exchange and the demand of the diamond ecosystem. The CEDEX Coin will be listed on all major exchanges and will be transferable to other cryptocurrencies and fiat currencies.
The CEDEX Coin will be the only means of payment used on the CEDEX exchange. The CEDEX Coin amount is limited and coins offered on the sale that will not be bought will be burned.
The Team
Saar Levi | Ronen Priewer | Boaz Hillel | Yael Eckstein | Gadi Hayat | Evgeni Kif | Avner Lewnstein | Aviv Balassiano | Itay Regev | Kateryna Gordieieva | Calvin Hau | Aleksandr Rebenok
Advisory Board
Alex Norta | Asaf Lahav | Christopher Bell | Eyal Rosenblum
CEDEX COIN TOKEN OFFERING
The CEDEX Coin offering is organized and executed by the Token Sale Company. The Token sale event will last up to 40 days, starting on January 12th, 2018 (19:00 GMT) and ending either on February 26th, 2018 (at 19:00 GMT) or when the maximum cap is reached.
  • The maximum number of Tokens the Token Sale Company will issue is set at 100,000,000.
  • In the public sale offering, up to 50,000,000 Tokens will be offered for sale.
  • All of the Token supply will be created during the Token Sale and distributed once it is completed. Any Tokens offered for sale to the public and not sold will be destroyed.
  • The CEDEX Coins will be sold at a rate of 1ETH = 500 CEDEX Coins. ___
Users will be able to purchase CEDEX Coin in Ether, Bitcoin and fiat currencies according to the available rates in the market. A portion of the supply will be pre-allocated to the CEDEX founders and team members in the vesting schedule listed below. The company will hold 20%-25% of the CEDEX Coin supply for future development and marketing expansion. This holding will also be used for purchasing additional diamonds in order to expand the financial offering of the CEDEX project.
Participants in the pre-sale and sale will receive special bonus as indicated below: - Pre-sale up to 10% of total CEDEX Coin – 0.3 CEDEX Coin for each CEDEX Coin purchased. - First day of sale up to 40% of total CEDEX Coin – 0.15 CEDEX Coin for each CEDEX Coin purchased (ending at 24:00 GMT). - Further information and updates will be posted ahead of time on cedex.com.
USE OF FUNDS The net proceeds collected in the token sale will be used as follows: - Up to 20% for finalizing the development of the DEX, Diamond-Token smart contracts and the exchange as described in the milestone section in Appendix C below. - Up to 45% for marketing, business development and sales purposes. Most of the funds will be used for marketing the exchange in different jurisdictions. This will include online and offline marketing activities, signing partnership relations with various business partners and signing agreements with potential partners from the diamond industry. - Up to 20% for regulation, licenses, legal and operational purposes. - Up to 15% for working capital.
The expected breakdown may be altered based on the Token Sale outcome and project progresses.
submitted by Vindyne8 to CryptoReviews [link] [comments]

What is AhrvoDEEX?

Ahrvo is a $0 commission social trading platform that provides daily rankings for over 8000 stocks and ETFs. Ahrvo’s proprietary ranking system exploits and capitalizes on patterns found in the historical and projected stock market and company-specific data in order to consistency find the best stocks. Ahrvo’s patent-protected software integrates quantitative and social investing. Fostering an environment where users can make profitable trades and engage other participants within the Ahrvo community to discuss trading strategies. Ahrvo Fantasy Investing League (AFIL) awards cash prizes monthly to the top finisher in its investing competition. Participants can create public or private investing leagues to compete against family and friends. Features include real-time prices and stock alerts, Wall Street consensus data, quantitative company profiles, proprietary buy and sell signals, 300 ranked investment themes, among others. The platform is currently available on iOS and Android.
About AhrvoDEEX Company Overview Ahrvo is a financial technology company created in March 2017. Ahrvo’s proprietary multi-factor ranking system and resulting AhrvoScoresTM help investors and traders of all backgrounds discover stock market winners and make timely and profitable investment decisions among more than 8000 stocks and ETFs. Ahrvo’s proprietary equity scoring model uses predictive analytics and data mining techniques to uncover and exploit patterns found in historical and projected stock market data in order to find the best stocks. AhrvoScores are derived using the four main drivers of stock price performance -- Quality, Value, Growth, and Momentum. Each factor adjusts to stock market conditions creating consistently robust AhrvoScores. It is simple: stocks with high AhrvoScores consistently outperform the market; stocks with low scores underperform. This streamlines the stock discovery process as a group of top rated investment ideas is curated for users daily.
Problem Clearinghouses and other intermediaries cost the brokerage industry billions of dollars a year, creating bottlenecks that limit order-matching transparency and settlement speed. Wall Street lacks objectivity and often produces inaccurate equity ratings and price targets. For example, in 2017 only 5% of the 500 S&P companies were rated ‘sell’. This leaves investors and traders without a roadmap to find stocks that are suitable for investment. A study conducted in 2016 found that from 1981 to 2016 the top 10 percent of stocks analysts were most bullish (optimistic) about generally performed worse than the 10 percent of stocks analyst were bearish (pessimistic) about. In fact, an investor who bought stocks analysts were bearish on over that time period would have gained 15% in excess return over the following year relative to the stocks analysts were bullish on.
Solution AhrvoDEEX is a peer-to-peer decentralized equity exchange that enables profitable trading by using multifactor ranking systems and deep learning algorithms to create smart equity scores and price targets that streamline the decision-making process. AhrvoDEEX transaction speed is comparable to centralized exchanges and much faster than Bitcoin and Ethereum. Centralized exchanges settle in 1 to 3 seconds. Ethereum DEX transactions take ~3 minutes. Bitcoin transactions take 10 minutes to settle but can often take longer. Transactions on AhrvoDEEX settle in ~3 to 5 seconds. Ahrvo’s proprietary equity scoring model looks at over 4 dozen subfactors that are highly correlated with price performance, subsequently grouping them into four main factors. For the past ten years, our system has consistently outperformed the stock market (benchmark Russell 3000 w/dividends). The model's performance results were created by a 3rd party firm, EQM Capital LLC.
Competitive Advantage
Patent Protection Ahrvo is building the first blockchain-based decentralized equity exchanged powered by artificial intelligence. Over the past two years, Ahrvo’s management team has garnered the necessary protection for its growing suite of investing and trading solutions. Ahrvo has filed two provisional patents (March 2017/November 2018) and one utility patent (March 2018). Pending patents cover existing and upcoming products and features that are under-development or slated for release. In addition, native aspects of the network's protocol and integration of multifactor ranking systems and neural networks into a peer-to-peer equity exchange are covered.
Traditional Broker Experience An advantage of being a traditional broker instead of a tokenized exchange is the ability to custody and onboard traditional equities. Tokenized platforms frequently state, “we are only a software firm and do not participate in regulated activities such as custodial or clearing services, order execution, investment advice, asset management, and other such financial services.” We believe this is to their detriment. Ahrvo’s custodian platform will offer front and back office services for firms. By focusing on a larger market (equities vs. cryptocurrency), AhrvoDEEX growth should exceed tokenized competitors.
Competent Blockchain Developers Ahrvo is working with a seasoned team of blockchain developers. The development firm is CMMI Level 3 and ISO 9001: 2015 certified. In total, we have access to a team of 35 blockchain developers but will be working with a team of 4-5 developers initially. Their experience includes: launching public and private blockchain by forking, creating native coins, changing specifications like reward logic, inflation rate, etc., and configuring mining tools.
Infrastructure Current market participants (mainly Ravencoin and Equibit) are forks of Bitcoin. We view this as a structural impediment given the nature of the industry (high transaction volume). The consensus protocol of their blockchains is Proof of Work (POW). In POW, miners require a lot of energy to validate transactions. The implicit and explicit cost associated with bitcoin-based platforms has become apparent when transaction volumes rise with the price of the underlying cryptocurrency. Ahrvo’s blockchain will be forked from Stellar, and use Proof of Stake (POS)- a more cost-efficient and environmentally friendly consensus protocol.
EXCHANGE LIST
Binance
Kucoin
Bibox
Huobi
SECURE WALLET
Ledgerwallet
Trezor
Ellipal
submitted by icoinformation2021 to AhrvoDEEX [link] [comments]

Wafcoin: Why can you treat winter as spring?


At the end of 2018, everyone was talking about the “cold winter” and the blockchain industry was no exception.
The token trading platform is one of the most powerful links in the current blockchain industry chain. The market competition is fierce and the evolution and innovation of its trading model has never stopped. The trading varieties, from the early days of bitcoin’s taking the lead to the current one thousand coins blossom; For the exchange pattern, from the early days of the few exchanges to today's thousands of exchanges to fight for supremacy.
The development of the market has brought more tests to the participants. At a time when there is a lack of heat and motivation in the market, for the trading platform, more efforts are needed to seek more development opportunities to cope with the current severe market situation. .
How does the Wafcoin Token Trading Platform, which was fearless for winter and broke out the ice, to survive and develop?
Putting the interests of the users first and take the service of the users as a long-term business, the first thing wafcoin thought about was compliance and legality. Founded in 2018 and registered in the British Virgin Islands, Wafcoin is a legally token trading platform with dual licenses. It is headquartered in Australia, it has independent operation teams in Germany, Estonia, Hong Kong, Malaysia, Singapore, Philippines, India and other countries.
Wafcoin's professional leading fourth-generation blockchain technology, all-round operation, to build a future public blockchain trading platform based on the community consensus mechanism, to enhance the user service experience, spread the value of the blockchain, ensure that people all over the world can participate in the fair investment in a fair and transparent manner, making the token a new asset allocation, and at the same time promoting the landing application of high-quality blockchain projects and making social contributions to the development of the blockchain industry.
WAFCOIN adopts ODAT (Offline Dynamic Acceleration Technology) dynamic offline acceleration technology with proprietary intellectual property rights to develop a full cold wallet, which can provide efficient token circulation under the premise of protecting users' safety. The trading system can achieve a stable processing of 200 million-level matchmaking per second; Bank-level security encryption and multi-signature hot and cold wallet isolation to ensure the security of all user’s token.
In addition, WAFCOIN has the world's leading token and blockchain active monitoring system, which can monitor global token changes in real time. Through its unique neural network algorithm, combined with daily massive transaction big data, it can discover the potential risks of the token world in time. It can achieve millisecond-level risk control early warning, stop trading, and ensure the financial security of platform investors.
The reason why it can still be strong in the "winter", in addition to Wafcoin's own unique advantages, but also benefit from the platform's commitment to the practical service of the user. Wafcoin is about to usher in a new spring!
submitted by tongzhengshijie1 to u/tongzhengshijie1 [link] [comments]

TradeMiner Neural Network Trade Prediction based on neural networks Cryptocurrency-predicting RNN Model - Deep Learning w/ Python, TensorFlow and Keras p.11 INVESTCOIN - Neural Network Cryptocurrency Cryptocurrency-predicting RNN intro - Deep Learning w/ Python, TensorFlow and Keras p.8

Bitcoin Neural Network Trading, However, with Nov 13, 2018 - Using a neural network applied to the Deutsche Börse Public Dataset, we The activity of each stock has detailed trading information on a In this study, an integrated system, CBDWNN by combining dynamic time windows, case based reasoning bitcoin neural network trading (CBR), and neural network for stock trading Apr 19, 2014 - One of A rebirth of Long Short Term Memory artificial recurrent neural network architecture, originally proposed in 1997 by Sepp Hochreiter and Jürgen Schmidhuber (), sparked a new wave of optimism in guessing the future better by studying the past deeper.No wonder why. With a specific design of the LSTM unit, the analysis of time-series’ data points and their sequential relationships gave a hope Recurrent Neural Networks. Since we are using a time series dataset, it is not viable to use a feedforward-only neural network as tomorrow’s BTC price is most correlated with today’s, not a month ago’s. A recurrent neural network (RNN) is a class of artificial neural network where connections between nodes form a directed graph along a A recurrent neural network (RNN) is a class of artificial neural network where connections between nodes form a directed graph along a sequence. [2] An RNN shows temporal dynamic behavior for a time sequence and it can use its internal state to process sequences. This paper explores Bitcoin intraday technical trading based on artificial neural networks for the return prediction. In particular, our deep learning method successfully discovers trading signals through a seven layered neural network structure for given input data of technical indicators, which are calculated by the past time-series data over every 15 min.

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TradeMiner Neural Network

Learn and Understand how to use TradeMiner's Powerful Neural Network. ... Creating a trading strategy using a neural network. - Duration: 5:43. ... Bitcoin Trading Challenge 25,800 views. 9:38. This is my C++ Quant Algotrader running a backtester for NN 1D BTC strategy for the BM EXchange The Gray Line - current price The Red Line - NN price + signals [red block-sell, green block-buy ... The neural nets was able to generalize and exploit certain property of the Bitcoin market. Strategy holds well on the unseen data. Avoids sharp drops in price and takes advantage of rallies. Thank You For Watching! https://investcoin.biz/en/ - INVEST website https://yobit.net/en/?bonus=WYTBZ trade INVEST on YoBit https://yobit.net/en/investbox/?b... Welcome to part 8 of the Deep Learning with Python, Keras, and Tensorflow series. In this tutorial, we're going to work on using a recurrent neural network to predict against a time-series dataset ...

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