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The Top 23 Stock Price Prediction Open Source Projects

Open source projects categorized as Stock Price Prediction
Categories > Machine Learning > Stock Price Prediction
Stock Prediction Models ⭐ 6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit a year ago
Aialpha ⭐ 1,618
Use unsupervised and supervised learning to predict stocks
most recent commit 4 years ago
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 Rnn ⭐ 1,339
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
most recent commit 2 years ago
Stockpriceprediction ⭐ 1,132
Stock Price Prediction using Machine Learning Techniques
most recent commit 8 months 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
Personae ⭐ 1,034
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
most recent commit 5 years ago
Gekko Strategies ⭐ 829
Strategies to Gekko trading bot with backtests results and some useful tools.
most recent commit 4 years ago
Deepdow ⭐ 790
Portfolio optimization with deep learning.
total releases 5most recent commit 3 months ago
Trading Bot ⭐ 758
Stock Trading Bot using Deep Q-Learning
most recent commit 5 months ago
Introneuralnetworks ⭐ 691
Introducing neural networks to predict stock prices
most recent commit 5 years ago
Deep Convolution Stock Technical Analysis ⭐ 554
Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.
most recent commit a year ago
Sentiment Analysis In Event Driven Stock Price Movement Prediction ⭐ 462
Use NLP to predict stock price movement associated with news
most recent commit 5 years 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
Stocks_rnn ⭐ 405
Stock price prediction with LSTMs in TensorFlow
most recent commit 8 years ago
Pixiu ⭐ 309
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
most recent commit 3 months ago
Stock Prediction Neural Network And Machine Learning Examples ⭐ 246
Examples of python neural net and ML stock prediction methods with sample stock data.
most recent commit 4 months ago
Warren ⭐ 214
Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.
most recent commit 7 months ago
Stocks Pattern Analyzer ⭐ 184
This tool should help discover different patterns based on similarity measures in historical (financial) data
most recent commit 10 months ago
Stock Market Analysis And Prediction ⭐ 176
Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.
most recent commit 2 years ago
Stockprediction ⭐ 176
Plain Stock Close-Price Prediction via Graves LSTM RNNs
most recent commit 3 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
Stock Analysis ⭐ 154
Simple to use interfaces for basic technical analysis of stocks.
most recent commit a year ago
The 6 Latest Releases In Stock Price Prediction Open Source Projects
Stocker ⭐ 108
Stock Price Prediction
total releases 13latest release November 03, 2021most recent commit a year ago
Deepdow ⭐ 790
Portfolio optimization with deep learning.
total releases 5latest release February 16, 2021most recent commit 3 months ago
Fingym ⭐ 10
A tool for developing reinforcement learning algorithms focused in stock prediction
total releases 8latest release May 08, 2020most recent commit 4 years ago
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