stock-prediction
There are 143 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
Language:Python 2006achillesrasquinha / bulbea
:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
Language:Python 1980robertmartin8 / MachineLearningStocks
Using python and scikit-learn to make stock predictions
Language:Python 1658LastAncientOne / Stock_Analysis_For_Quant
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
Language:Jupyter Notebook 1570Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
Language:Jupyter Notebook 1151yumoxu / stocknet-dataset
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
JordiCorbilla / stock-prediction-deep-neural-learning
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
Language:Jupyter Notebook 433- Language:Python 308
stefmolin / stock-analysis
Simple to use interfaces for basic technical analysis of stocks.
Language:Python 290- Language:C++ 209
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
Language:JavaScript 199hungchun-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.
Language:Jupyter Notebook 197Code for stock movement prediction from tweets and historical stock prices.
Language:Python 195ltnguyen14 / Quant_stock
Stock analysis/prediction model using machine learning
Language:Python 179Miya-Su / Quantitative-Trading
量化投资
Language:Jupyter Notebook 165ashishkumar30 / 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.
Language:Jupyter Notebook 163Alpaca algo stock trading bot
Language:Python 145doncat99 / StockRecommendSystem
An intelligent recommender system for stock analyzing, predicting and trading
Language:Python 138alvarobartt / twitter-stock-recommendation
Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.
Language:Python 115kaka-lin / stock-price-predict
Implementation of seq2seq with attention in keras
Language:Python 109Zhihan1996 / TradeTheEvent
Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021
Language:Python 93jackieD14 / Graph-models-in-finance-application
Paper collection for graph based models in finance application
obokaman-com / stock-forecast
Simple stock & cryptocurrency price forecasting console application, using PHP Machine Learning library (https://github.com/php-ai/php-ml)
Language:PHP 83SJTU-Quant / DoubleAdapt
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
Language:Python 73janlukasschroeder / tipranks-api-v2
tipranks.com API to access price targets, news sentiments and trending stocks.
Language:JavaScript 71Soham-Deshpande / Stock-TFT
Stock price prediction using a Temporal Fusion Transformer
Language:TeX 66jieyima / Cryptocurrency_Investment_Analysis_and_Modeling
Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
Language:Jupyter Notebook 65munozalexander / Stock-Prediction
LSTM RNN for sentiment-based stock prediction
Language:Jupyter Notebook 64AkatsukiYamisora / stock-prediction-with-DL
深度学习与股票分析预测
Language:Python 55kkoooqq / 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。
Language:Jupyter Notebook 55- 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)
Language:HTML 53 - 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-pricesLanguage:Jupyter Notebook 49 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^_ ^
- bvxdj3j
Shirley-Knight / bvxdj3j
bot-stake-casinodice-stake-casinomines-stake-hackstake-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 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
Language:Python 43sarangkartikey50 / stock-prediction-time-series-analysis
Performed time series analysis using ARIMA model in python on online retail dataset.
Language:Python 40
