stock-price-prediction

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Use unsupervised and supervised learning to predict stocks

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Strategies to Gekko trading bot with backtests results and some useful tools.

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Portfolio optimization with deep learning.

Stock Trading Bot using Deep Q-Learning

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

Courses, Articles and many more which can help beginners or professionals.

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: ARIM…

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).

Use NLP to predict stock price movement associated with news

Introducing neural networks to predict stock prices

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, IJCAI, ACL, EMNLP.

多因子指数增强策略/多因子全流程实现

Programs for stock prediction and evaluation

基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks