Popular GitHub Repositories for Market Simulation

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Generating Robotic Simulation Tasks via Large Language Models

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

? AgentVerse ? is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation

? A curated list of awesome LLMs & deep learning strategies & tools in financial market.

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development.

[IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving

Massively parallel rigidbody physics simulation on accelerator hardware.

Scenarios, tutorials and demos for Autonomous Driving

Graphormer is a general-purpose deep learning backbone for molecular modeling.

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

Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

UnrealCV: Connecting Computer Vision to Unreal Engine

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

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