stock-prediction

There are 148 repositories under stock-prediction topic.

• shirosaidev / stocksight

  Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

  stock-marketstock-predictionpythontweepysentiment-analysistextblobtwitter-streaming-apitwitter-sentiment-analysisnltknatural-language-processingtwittervader-sentiment-analysisstock-price-predictionstock-analysisstock-analyzersentimentelasticsearch
  Language:Python 2119

• achillesrasquinha / bulbea

  :boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

  deep-learningstock-marketmachine-learningfinancesentiment-analysisquantitative-financequantitative-tradingstock-market-predictionstock-predictionpython-libraryprediction
  Language:Python 2031

• robertmartin8 / MachineLearningStocks

  Using python and scikit-learn to make stock predictions

  stock-predictionmachine-learningscikit-learnpythonyahoo-financestockhistorical-stock-fundamentalsquantitative-financealgorithmic-tradingtradingsklearntutorialguidedata-sciencestock-prices
  Language:Python 1739

• LastAncientOne / Stock_Analysis_For_Quant

  Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

  excelfinancial-analysisfinancial-datafinancial-engineeringpowerbipython3quantitative-analysisquantitative-financequantitative-tradingrsignalsstock-analysisstock-marketstock-predictiontableautechnical-analysistechnical-indicatorstrading-strategiesvba
  Language:Jupyter Notebook 1651

• LastAncientOne / Deep_Learning_Machine_Learning_Stock

  Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

  deep-learningmachine-learningstock-price-predictionfeatures-extractionfinancial-engineeringpredictionfeature-engineeringfeature-extractionfeature-selectionstock-datastock-tradingstock-analysisstock-pricesstock-marketstock-predictionalgorithmsdata-sciencetradingtechnical-analysisneural-network
  Language:Jupyter Notebook 1198

• yumoxu / stocknet-dataset

  A comprehensive dataset for stock movement prediction from tweets and historical stock prices.

  datasetpricesstock-predictiontweets
  564

• JordiCorbilla / stock-prediction-deep-neural-learning

  Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

  machine-learningdeep-learningdeep-neural-networksyfinancelstm-neural-networkslstm-modelrecurrent-neural-networksstock-predictionstock-pricesmarket-datafinancecryptocurrencycryptolstmstocktime-seriesjupyter-notebook
  Language:Jupyter Notebook 491

• stefmolin / stock-analysis

  Simple to use interfaces for basic technical analysis of stocks.

  stock-marketstock-datastock-pricesbitcoin-pricestock-indexestechnical-analysisstock-analysisstock-price-predictionstock-modelstock-predictionstock-visualizer
  Language:Python 327

• happynoom / DeepTrade

  A LSTM model using Risk Estimation loss function for stock trades in market

  deep-learningloss-functionslstmlstm-modellstm-networksneural-networkstockstock-prediction
  Language:Python 312

• Chudleyj / AlgoBot

  A C++ stock market algorithmic trading bot

  cppcpp11stock-marketstock-datastock-price-predictionstock-tradingstock-analysisstock-predictionstockscpluspluscplusplus-11financefinancial-analysisfinancial-datafinancial-marketsiexiextradingiex-apialgorithmic-tradingalgotrading
  Language:C++ 222

• hungchun-lin / Stock-price-prediction-using-GAN

  In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to do the Stock Market Prediction. LSTM is a powerful method that is capable of learning order dependence in sequence prediction problems. Furthermore, we will utilize Generative Adversarial Network(GAN) to make the prediction. LSTM will be used as a generator, and CNN as a discriminator. In addition, Natural Language Processing(NLP) will also be used in this project to analyze the influence of News on stock prices.

  gangrulstmpythonstock-prediction
  Language:Jupyter Notebook 216

• Ronak-59 / Stock-Prediction

  Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon

  machine-learningartificial-intelligencesentiment-analysisstock-predictionalgorithmsrisk-analysislstm-neural-networkstock-price-predictiondata-sciencevisualisation
  Language:JavaScript 207

• yumoxu / stocknet-code

  Code for stock movement prediction from tweets and historical stock prices.

  pricesstock-predictiontweets
  Language:Python 200

• Miya-Su / Quantitative-Trading

  量化投资

  quantitative-tradingstock-predictionpythonquantitative-analysisalpha191machine-learninglightgbm
  Language:Jupyter Notebook 186

• ltnguyen14 / Quant_stock

  Stock analysis/prediction model using machine learning

  stock-analysisprediction-modelmachine-learningbacktradertensorflowstock-predictionquant-stock
  Language:Python 183

• ashishkumar30 / Stock_Market_Live_Trading_using_AI

  The apex of my CSE tenure at UIET Kurukshetra University in 2018, This project focuses on Zerodha, involving live online trading in the NSE-BSE with real money, utilizing Artificial Intelligence techniques. The project employs Python programming, incorporating live trading bots, indicator screeners, and back testers through REST API and websockets.

  kiteconnectzerodhaapirestapiwebsocketindicatorbotstradingtrading-strategiestrading-bottrading-apitrading-systemskitekiteconnect-rskiteconnect-tsindicatorsscreenerstock-price-predictionstock-predictionkiteconnectexamples
  Language:Jupyter Notebook 172

• shirosaidev / stockbot

  Alpaca algo stock trading bot

  stock-marketstocksstock-tradingalgorithmic-tradingauto-tradingstock-predictionpythonalpacaalpaca-trading-apialpaca-marketsnasdaqalgo-tradingtrading-algorithmstrade
  Language:Python 161
• StakeBot-Predictor

  Synthmania / StakeBot-Predictor

  1

  bot-stake-casinodice-stake-casinomines-stake-hackstake-casinostake-casino-blackjackstake-casino-botstake-casino-cash-outstake-casino-cheatsstake-casino-crashstake-casino-crash-predictorstake-casino-depositstake-casino-hackstake-casino-roulettestake-casino-strategystake-crash-hackstake-hack-botstake-hack-predictorstake-prediction-crashstake-predictorstock-prediction
  161

• doncat99 / StockRecommendSystem

  An intelligent recommender system for stock analyzing, predicting and trading

  stock-marketstock-analysisstock-recommendstock-learningstock-predictionmachine-learningdeep-learning
  Language:Python 139

• alvarobartt / twitter-stock-recommendation

  Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.

  pythonmachine-learningtwitter-sentiment-analysisstock-predictioninvestment-analysisstock-price-prediction
  Language:Python 118

• kaka-lin / stock-price-predict

  Implementation of seq2seq with attention in keras

  stock-predictionseq2seq-modelseq2seq-keraslstm
  Language:Python 110

• jackieD14 / Graph-models-in-finance-application

  Paper collection for graph based models in finance application

  financefraud-detectiongraph-neural-networksmachine-learningpaper-liststock-prediction
  96

• Zhihan1996 / TradeTheEvent

  Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

  event-driven-tradingstock-predictionstock-price-predictiondatasetevent-detectionnewstradecorporate-eventaclstock-marketstock-analysisstock-tradingscraperscraping-websitesseleniumbert
  Language:Python 96

• obokaman-com / stock-forecast

  Simple stock & cryptocurrency price forecasting console application, using PHP Machine Learning library (https://github.com/php-ai/php-ml)

  stockpredictionphpsymfony4symfony-flexphp-mlmachine-learningforecastcrypto-signalsstock-prediction
  Language:PHP 84

• SJTU-DMTai / DoubleAdapt

  The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.

  concept-driftdistribution-shiftincremental-learningkdd2023meta-learningquantitative-financestock-prediction
  Language:Python 82

• Soham-Deshpande / Stock-TFT

  Stock price prediction using a Temporal Fusion Transformer

  deep-learningmachine-learningstock-marketstock-predictionpythontime-series-analysistfttemporal-fusion-transformertransformer-models
  Language:TeX 80

• janlukasschroeder / tipranks-api-v2

  tipranks.com API to access price targets, news sentiments and trending stocks.

  apitipranksnews-sentimentprice-targetsstock-marketstock-predictionstock-pricesnews-sentiment-analysertrendingfinance-apianalyst-estimatessentiment-analysisrating-system
  Language:JavaScript 73

• jieyima / Cryptocurrency_Investment_Analysis_and_Modeling

  Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.

  machine-learningregressionplotlybitcoincryptocurrencyportfoliogradient-boostingextra-trees-classifierprice-predictionstock-predictionlitecoinmoneroethereum
  Language:Jupyter Notebook 64

• kkoooqq / ML-stock-prediction-models

  使用机器学习进行股票预测并指导短线(预测未来3日股价)交易。

  lightgbmmachine-learningstock-predictionstock-price-prediction
  Language:Jupyter Notebook 64
• Stock-Prediction-System-Application

  Kumar-laxmi / Stock-Prediction-System-Application

  Stock Prediction System is a ML based website designed using Django's Framework and CSS's BootStrap Framework (NOTE: ALL THE DEPLOYMENTS ARE CURRENTLY DOWN)

  bootstrapdjango-frameworkmachine-learningpythonstock-price-predictionstock-marketstock-predictionpredictionstock-market-predictionstock-price-predictions
  Language:HTML 64

• munozalexander / Stock-Prediction

  LSTM RNN for sentiment-based stock prediction

  stock-predictionsentiment-analysislstmmachine-learning
  Language:Jupyter Notebook 64

• AkatsukiYamisora / stock-prediction-with-DL

  深度学习与股票分析预测

  deeplearningstock-marketprediction-modelstock-prediction
  Language:Python 63
• Stock-Market-Analysis

  storieswithsiva / Stock-Market-Analysis

  😲🤑Method for Investors and Traders to make Buying and Selling Decisions. 😄Fundamental hare Market Analysis is about using Real data to evaluate a Stock's Value📊 📈 📉

  stock-market-analysisanalysisfinancial-engineeringexcelstock-predictionsignalsquantitative-financequantitative-tradingquantitative-analysisfinancial-analysisfinancial-datastock-marketstock-analysisstock-tradingtrading-strategiespairs-tradingtechnical-analysistechnical-indicatorsmomentum-trading-strategystock-prices
  Language:Jupyter Notebook 53

• x7jeon8gi / FactorVAE

  PyTorch implementation of FactorVAE

  factor-modelfinancial-forecastingpytorchstock-prediction
  Language:Jupyter Notebook 48

• hblvsjtu / StockTradingSignalSystem

  著名的投资大师巴菲特说"我始终知道我会富有"，一开始我也想成为像巴同学那样的价值投资者，后来我发现价值投资在**A股里面是走不通的，趋势投资才是王道。刚学投资的小白，想站在前人的基础上，开发基金股票买卖信号体系，在不浪费太多精力的同时获取超额收益，我知道我也终将富有^_ ^

  stock-predictionccimacd
  47

• arleigh418 / Base-On-Relation-Method-Extract-News-DA-RNN-Model-For-Stock-Prediction--Pytorch

  基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

  darnnlstmpytorchpythontaattentionseq2seqstockpredictionrnnstock-predictionfasttext
  Language:Python 45