#machine-learning

MS²PIP: Fast and accurate peptide spectrum prediction for multiple fragmentation methods, instruments, and labeling techniques.

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

Catches fake hi-fi: music sold as lossless that was secretly compressed. It only says so when the proof is overwhelming.

HTML page, form and field type classifier using ML (LogReg + CRF)

Graph Neural Networks in Julia

Bridge your scikit-learn scaler parameters between Python sessions and users. Distribute your scaling across multiple processes and data subsets.

CUDA Graphable Neural Networks for NVIDIA Warp

A library and extension that provides objects for scientific computing in PHP.

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Pure Rust DLPack implementation for zero-copy tensor interoperability

A rust gguf library

Generative modeling for JAX/Flax NNX: VAEs, GANs, DDPM/DDIM/score/DiT/latent diffusion, normalizing flows, energy-based, autoregressive and geometric (SE(3), protein, point cloud, mesh) models; image, text, audio, molecular, protein, tabular and time-series modalities; a shared Trainer with callbacks and extensions; evaluation through calibrax.

SciRS2 - Scientific Computing and AI in Rust., providing SciPy-compatible APIs while leveraging Rust's performance, safety, and concurrency features. Unlike traditional scientific libraries

Build AI-powered security tools. 50+ hands-on labs covering ML, LLMs, RAG, threat detection, DFIR, and red teaming. Includes Colab notebooks, Docker environment, and CTF challenges.

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

Effector - a Python package for global and regional effect methods

High-performance on-device LLM inference for React Native, powered by LiteRT-LM and Nitro Modules

A high-performance tokenizer (BPE, WordPiece, SentencePiece) built with Rust with Python bindings, focused on speed, safety, and resource optimization.

A Data Streaming Library for Efficient Neural Network Training

Open Machine Learning

React Native Vision Camera v5 (Nitro) plugin for Google ML Kit — text recognition (OCR) and barcode scanning today, each independently installable, with more ML Kit features on the roadmap.

Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration.

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

Probabilistic reasoning and statistical analysis in TensorFlow

Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!!

Turn your company's scattered knowledge into AI ready Books ✨

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

NMA Computational Neuroscience course