AIAlpha

Stock predictor

This project trains machine learning models to predict stock returns using various algorithms and techniques.

Use unsupervised and supervised learning to predict stocks

GitHub

2k stars
132 watching
449 forks
Language: Python
last commit: over 4 years ago
Linked from 1 awesome list

algorithmic-tradingartificial-intelligenceartificial-neural-networksautoencoderlstmmachine-learningpythonquantitative-financestock-price-predictiontrading-strategieswavelet-transformyahoo-finance-api

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
vivekpa/introneuralnetworks An educational project to teach machine learning and neural networks using stock price prediction as an example 744
robertmartin8/machinelearningstocks A Python project applying machine learning to predict stock price movements based on historical data and fundamental analysis. 1,781
achillesrasquinha/bulbea A library for building machine learning models to predict stock prices and analyze market sentiment. 2,062
lastancientone/deep_learning_machine_learning_stock An in-depth analysis and experimentation of stock market prediction using machine learning and deep learning techniques. 1,259
sravb/algorithmic-trading An algorithmic trading system using machine learning and historical stock data to predict price movements. 113
shikhar1998/stock-market-prediction-using-neural-networks-and-genetic-algorithm An AI model predicting stock market prices using neural networks and genetic algorithms 77
nazanin1369/stockpredictor Uses machine learning and deep learning to predict stock movement based on historical data from Yahoo Finance. 49
nourozr/stock-price-prediction-lstm A Python project that uses LSTM recurrent neural networks to predict the average price of Apple Inc. stock based on historical data 576
keon/deepstock An experimental project exploring the use of deep learning to analyze and predict stock market trends. 470
malhartakle/mastersdissertation An experimental project comparing different machine learning algorithms and ensemble methods for predicting stock market trends. 1
timestocome/test-stock-prediction-algorithms An experimental repository exploring time series analysis and prediction techniques using various machine learning approaches. 422
scottfreellc/alphapy An autoML framework for building and analyzing trading systems and sports betting models using machine learning algorithms. 1,167
sachink2010/automatedstocktrading-deepq-learning A project implementing a reinforcement learning-based automated trading system to optimize stock portfolio management. 263
algotraders/stock-analysis-engine Automates backtesting of investment algorithms with live pricing data from IEX Cloud, Tradier, and FinViz for training AI models. 1,048
deependersingla/deep_trader An agent learns to trade stocks using reinforcement learning 1,464