Top LEARNING GitHub Repositories & Tools (2026)

A Python library for running thousands of MuJoCo simulations in parallel on CPU

Audio Plugin for Audio to MIDI transcription using deep learning.

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

Your go-to app for VPN and privacy.

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Cross-platform, customizable ML solutions for live and streaming media.

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Build voice agents with open-source models

AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

A flexible, high-performance serving system for machine learning models

A Cloud Native Batch System (Project under CNCF)

🚀 Efficient implementations for emerging model architectures

NVIDIA cuML: GPU-Accelerated Machine Learning

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities