Top DEEP-LEARNING GitHub Repositories & Tools (2026)

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Train Large Language Models on MLX.

Second Order Optimization and Curvature Estimation with K-FAC in JAX.

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

Next Generation Machine Learning, Statistics and Deep Learning in PURE Rust

Detect and warn about suspicious IPs logging into Nextcloud

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.

A high-level machine learning and deep learning library for the PHP language.

A toolkit to run Ray applications on Kubernetes