apple-aiml-research/ml-ane-transformers

A PyTorch‑based library that provides reference and Hugging Face‑compatible implementations of Transformer models optimized for Apple’s Neural Engine, delivering up to 10× faster inference and 14× lower memory on A14/M1‑class devices.

hplt-project/sacremoses

A text preprocessing library that provides tokenization, detokenization, normalization, and truecasing tools for NLP datasets.

chi2liu/ABC-GRPO

An asymmetric and adaptive refinement of the GRPO reinforcement learning algorithm that uses four independent clipping boundaries to prevent entropy collapse and improve generalization in LLM reasoning tasks.

yzhao062/SUOD

An acceleration framework for large-scale unsupervised outlier detection that optimizes training and prediction for ensembles of heterogeneous models.

aniketkarne/ClaudeNightsWatch

An autonomous task execution system for Claude CLI that monitors usage windows and automatically runs predefined tasks from a Markdown file.

Azure-Samples/ai-rag-chat-evaluator

A toolkit for evaluating RAG chat applications by benchmarking generated answers against ground truth data using GPT-based and code-based metrics.

ctrlb-hq/ctrlb-decompose

A log analysis tool that collapses millions of noisy log lines into a few typed patterns, providing LLM-optimized output and local-first processing.

aws/sagemaker-training-toolkit

A library that makes custom Docker containers compatible with Amazon SageMaker, simplifying the process of training machine learning models in isolated environments.

yudaprasetya007/routeVSCODE

A VSCode extension and proxy that allows users to switch AI models in GitHub Copilot Chat instantly without reloading the editor.

TheDesignFounder/DreamLayer-Eval

An open-source benchmarking platform for image and video diffusion models that automates prompt sweeps, metric calculation, and reproducible run logging.

biusberline/cloudflare-turnstile-solver

A Python library and CLI tool that automates the discovery of Cloudflare Turnstile sitekeys and generates valid tokens via the Peak API to bypass security challenges.

cha0upup/LeoAI

LeoAI is an open‑source, Spring‑Boot based red‑team platform that merges a dual Java/PHP Puppet remote‑execution runtime with LLM‑driven AI agents (via LangChain4j). It offers a web UI for host management, interactive shells, file/database tools, scanning, proxy/tunnel handling, in‑memory shell generation for many Java containers, a searchable “Skill” prompt library, traffic obfuscation, team collaboration, and audit logging. Deployable as a single executable JAR (SQLite DB) or via Docker, it supports multiple LLM providers and is licensed under GPL‑v3.

sarah-quinones/faer-rs

faer is a pure Rust linear algebra library that provides low-level routines and high-level wrappers for portable and high-performance mathematical computations.

ReinerBRO/grok-register

An automated account registration tool for Grok (x.ai) that uses temporary emails and browser patches to bypass Cloudflare Turnstile.

cvg/pyceres

Python bindings for the Ceres Solver that enable non-linear least squares optimization and factor graph implementation for bundle adjustment and pose graph optimization.

honojs/cli

A command-line interface for Hono developers and AI agents that integrates documentation search, server management, and bundle optimization.

andfanilo/streamlit-drawable-canvas

A Streamlit component that adds an interactive sketching canvas using Fabric.js, enabling users to draw shapes and annotations and return the data to Streamlit.

fengbingchun/NN_Test

A comprehensive collection of deep learning and machine learning implementations in C++ and Python, covering basic math foundations, classic ML algorithms, and modern frameworks like YOLO and RAG.

NVIDIA/nvtrust

A collection of tools and SDKs for implementing and validating attestation in NVIDIA Trusted Computing and confidential computing environments.

KhronosGroup/OpenCL-SDK

A comprehensive software development kit that bundles headers, bindings, and loaders for developing cross-platform OpenCL applications.

breezewish/CodexPotter

A reconciliation-based coding agent that prevents context rotting by using fresh contexts and file-system memory to iteratively align a codebase with a specified goal.

realopslabs/kubeledger

A Kubernetes usage accounting tool that tracks CPU, Memory, and GPU resources to reveal hidden system overhead and enable precise per-namespace cost allocation.

ModelEngine-Group/app-platform

A low-code AI application development platform that enables users to build, orchestrate, and deploy complex AI workflows and agents using a visual interface.

Farama-Foundation/MOMAland

A Python library for developing and comparing multi-objective multi-agent reinforcement learning algorithms through a standardized API and a set of benchmark environments.

TornLux/UnrealBridge

A bridging layer that enables AI agents to control and edit Unreal Engine 5.3+ in real time, featuring AST-based validation to prevent hallucinations and deep integration with Blueprints, VFX, and rigging.

tensorforce/tensorforce

A modular TensorFlow-based deep reinforcement learning framework for research and practice, providing flexible components to build and deploy RL agents.

tensorly/tensorly

A Python library for tensor learning that provides tools for tensor decomposition and algebra with seamless support for multiple backends like PyTorch, TensorFlow, and JAX.

golf-mcp/golf

A framework for building MCP servers that automatically converts Python files into server capabilities, reducing boilerplate and providing built-in authentication and telemetry.

THUDM/INFTY

An optimization toolkit for Continual AI that provides specialized algorithms and visualization tools to prevent catastrophic forgetting and improve model stability.

VinF/deer

A modular Python library for Deep Reinforcement Learning that provides implementations of algorithms like DDPG and Double Q-learning.

tensorgi/TPA

A transformer model architecture (T6) that uses Tensor Product Attention to improve performance and reduce KV cache size for more efficient LLM inference.

evelyyyyynnnnn/5.0-Ai-Engineering-Toolkit

A collection of engineering tools for high-stakes decision frameworks, featuring LLM evaluation for finance, data provenance, and risk-portfolio prototyping.

cloudwego/abcoder

An AI-oriented code-processing framework that uses a Universal Abstract-Syntax-Tree (UniAST) to provide LLMs with precise, structured coding context for better AI-assisted programming.

Leavesfly/TinyAI

A full-stack AI framework built entirely in Java that provides a complete pipeline from low-level tensor computation to LLMs, AI agents, and embodied intelligence.

InditexTech/mcp-server-simulator-ios-idb

An MCP server that enables LLMs to control iOS simulators through natural language commands for app management and UI testing.

AstraNetLab/CacheRoute

A lightweight LLM scheduling framework that reduces prefill overhead by reusing KV caches for frequently accessed external knowledge across LLM systems.

FlamxGames/godot-ai-assistant-hub

A Godot engine plugin that integrates AI assistants into the editor to help with coding, scene editing, and project management via local or remote LLMs.

nahrek/polyledger

A resumable indexer that aggregates Polymarket market metadata and on-chain trade data into a queryable DuckDB database.

qdrant/quaterion

A fast framework for fine-tuning similarity learning models to specialize pre-trained models for semantic search, recommendations, and anomaly detection.

paulknysh/blackbox

A Python module for the parallel optimization of expensive black-box functions, designed to find global minima for tasks like hyperparameter tuning.

SURGroup/UQpy

UQpy is a general purpose Python toolbox for modeling and quantifying uncertainty in physical and mathematical systems.

pymanopt/pymanopt

A Python toolbox for optimization on Riemannian manifolds that supports automatic differentiation for non-Euclidean geometric optimization.

pdpipe/pdpipe

A library for creating easy, chainable preprocessing pipelines for pandas DataFrames to streamline data cleaning and feature engineering.

ProjectPhysX/OpenCL-Wrapper

A lightweight C++ wrapper for OpenCL that reduces boilerplate code and the complexity of device selection, memory management, and kernel execution.

libAtoms/QUIP

A collection of software tools for molecular dynamics simulations that integrates various interatomic potentials and tight-binding quantum mechanics, including machine-learning-based GAP potentials.

mindsdb/lightwood

An AutoML framework that uses a declarative JSON-AI syntax to automatically generate and customize machine learning pipelines, reducing boilerplate code for data preparation and data science workflows.

microsoft/msccl

A communication framework built on NCCL that allows users to execute custom, hyper-optimized collective communication algorithms for multiple accelerators to improve distributed AI performance.

RealAlexandreAI/json-repair

A Go-based toolkit for automatically fixing malformed JSON output generated by LLMs, ensuring it becomes valid and parseable.