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The Top 23 Machine Learning Stock Market Open Source Projects

Open source projects categorized as Machine Learning Stock Market
Categories > Machine Learning > Machine Learning
Categories > Economics > Stock Market
Zvt ⭐ 2,729
modular quant framework.
total releases 68most recent commit 6 months ago
Clairvoyant ⭐ 2,395
Software designed to identify and monitor social/historical cues for short term stock movement
total releases 4most recent commit 3 years ago
Finance ⭐ 1,317
150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data
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
Trademaster ⭐ 912
TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈
total releases 9most recent commit 5 months ago
Tradingview Machine Learning Gui ⭐ 608
Embark on a trading journey with this project's cutting-edge stop loss/take profit generator, fine-tuning your TradingView strategy to perfection. Harness the power of sklearn's machine learning algorithms to unlock unparalleled strategy optimization and unleash your trading potential.
most recent commit 5 months ago
Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation
most recent commit 3 months ago
Tuneta ⭐ 326
Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
total releases 31most recent commit 6 months ago
Deep Rl Trading ⭐ 248
playing idealized trading games with deep reinforcement learning
most recent commit 3 years ago
Alpha Mind ⭐ 193
quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.
most recent commit 2 years ago
Fin Maestro Web ⭐ 168
Find your trading, investing edge using the most advanced web app for technical and fundamental research combined with real time sentiment analysis.
total releases 2most recent commit 3 months ago
Cpsc540project ⭐ 93
Project on financial forecasting using ML. Made by Anson Wong, Juan Garcia & Gudbrand Tandberg
most recent commit 7 years ago
Chase ⭐ 58
Automatic trading bot (WIP)
most recent commit 6 years ago
Pytrader ⭐ 45
An open source trading bot to leverage machine learning in the stock market
most recent commit 8 years ago
Stock Market Prediction Via Google Trends ⭐ 38
Attempt to predict future stock prices based on Google Trends data.
most recent commit 2 years ago
Stock Market Sentiment Analysis ⭐ 38
Identification of trends in the stock prices of a company by performing fundamental analysis of the company. News articles were provided as training data-sets to the model which classified the articles as positive or neutral. Sentiment score was computed by calculating the difference between positive and negative words present in the news article. Comparisons were made between the actual stock prices and the sentiment scores. Naive Bayes, OneR and Random Forest algorithms were used to observe th
most recent commit 3 years ago
Stock Tft ⭐ 35
Stock price prediction using a Temporal Fusion Transformer
most recent commit a year ago
Stock Prediction System Application ⭐ 30
Stock Prediction System is a ML based website designed using Django's Framework and CSS's BootStrap Framework
most recent commit 5 months ago
Sibyl ⭐ 24
Platform for backtesting and live-trading intraday Stock/ETF/ELW using recurrent neural networks
most recent commit 7 years ago
Cryptocurrency_investment_analysis_and_modeling ⭐ 23
Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.
most recent commit 6 years ago
Alpharithmic Trading ⭐ 23
Backtest your trading strategy at a click of a button! How much alpha can you generate?
most recent commit 2 years ago
Stock Predictor V4 ⭐ 21
A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.
most recent commit 5 months ago
The 6 Latest Releases In Machine Learning Stock Market Open Source Projects
Gammath_spot ⭐ 10
Free and Open Source Software Project for comprehensive technical analysis of stocks
total releases 59latest release November 28, 2023most recent commit 3 months ago
Zvt ⭐ 2,729
modular quant framework.
total releases 68latest release January 17, 2023most recent commit 6 months ago
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