Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …

MAGE - Memgraph Advanced Graph Extensions 🔮

dynnode2vec is a python package that implements algorithms to embed dynamic graphs

A high-performance distributed training framework for Reinforcement Learning

This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks

Graph Neural Network Library for PyTorch

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

This repository provides a reference implementation of struc2vec.

Python wrapper for TA-Lib (http://ta-lib.org/).

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

Highly-available Distributed Fault-tolerant Runtime

CuLE: A CUDA port of the Atari Learning Environment (ALE)

🍇 A C++ library for parallel graph processing (GRAPE) 🍇

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.

Terminal-based CPU stress and monitoring utility

Example application of using Pytorch with fastapi and AWS App Runner

Managing your machine learning lifecycle with MLflow and Amazon SageMaker

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Massively Parallel Deep Reinforcement Learning. 🔥

FinRL: Financial Reinforcement Learning. 🔥