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The Top 23 Stock Prediction Open Source Projects

Open source projects categorized as Stock Prediction
Categories > Stock Prediction
Stocksight ⭐ 1,557
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
most recent commit a year ago
Stock_analysis_for_quant ⭐ 1,483
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
most recent commit 3 months ago
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
most recent commit 6 years ago
Deep_learning_machine_learning_stock ⭐ 1,093
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
most recent commit 2 months ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 3 years ago
Stock Prediction Deep Neural Learning ⭐ 385
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
most recent commit 4 months ago
Deeptrade_keras ⭐ 215
most recent commit 4 years ago
Deeptrade ⭐ 211
A LSTM model using Risk Estimation loss function for stock trades in market
most recent commit 4 years ago
Stocknet Dataset ⭐ 178
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
most recent commit 5 years ago
Stock Analysis ⭐ 154
Simple to use interfaces for basic technical analysis of stocks.
most recent commit a year ago
Stock_market_live_trading_using_ai ⭐ 127
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.
most recent commit 8 months ago
Quant_stock ⭐ 118
Stock analysis/prediction model using machine learning
most recent commit 6 years ago
Stockbot ⭐ 86
Alpaca algo stock trading bot
most recent commit 2 years ago
Stock Prediction ⭐ 81
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
most recent commit 4 years ago
Twitter Stock Recommendation ⭐ 76
Simple Stock Investment Recommendation System based on Machine-Learning algorithms for prediction and Twitter Sentiment Analysis.
most recent commit 4 years ago
Stock Forecast ⭐ 71
Simple stock & cryptocurrency price forecasting console application, using PHP Machine Learning library (https://github.com/php-ai/php-ml)
most recent commit 2 years ago
Stocknet Code ⭐ 58
Code for stock movement prediction from tweets and historical stock prices.
most recent commit 5 years ago
Stock Price Predict ⭐ 52
Implementation of seq2seq with attention in keras
most recent commit 4 years ago
Doubleadapt ⭐ 42
The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
most recent commit 4 months ago
Stock Prediction ⭐ 37
LSTM RNN for sentiment-based stock prediction
most recent commit 6 years ago
Stock Tft ⭐ 35
Stock price prediction using a Temporal Fusion Transformer
most recent commit a year ago
Algobot ⭐ 35
A C++ stock market algorithmic trading bot
most recent commit 5 years ago
Stockast ⭐ 33
Predict stock market pricing over 180 minutes using Black-Scholes stochastic modeling and parallel Monte-Carlo simulations.
most recent commit a year ago
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