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micropython/micropython

MicroPython for microcontrollers and embedded systems

21.5K
Active
C
Arduino & Embedded
CLI Tools
#micropython#embedded#microcontroller

guidance-ai/guidance

Guidance is a programming paradigm for steering language models with Pythonic syntax and constrained generation.

21.3K
Active
Jupyter Notebook
LLM Wrappers & SDKs
Agent Coordination
Transformers
#guidance-language#llm-steering#constrained-generation

auduno/clmtrackr

A JavaScript library for precise facial feature tracking using Constrained Local Models.

6.5K
Archived
JavaScript
Face Tracking
#facial-recognition#computer-vision#tracking

kokke/tiny-AES-c

A small, portable AES128/192/256 encryption library in C for use in embedded systems and other constrained environments.

4.9K
Archived
C
Authentication
Validation
#encryption#aes#embedded

tensorflow/tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets.

2.8K
Active
C++
ML Ops
API Frameworks
#machine-learning#embedded-systems#microcontrollers

stevengj/nlopt

A high-performance C library for nonlinear optimization, supporting a wide range of algorithms and use cases.

2.2K
Stable
C
API Frameworks
Databases
#nonlinear-optimization#numerical-computation#scientific-computing

OpenSPG/openspg

OpenSPG is a knowledge graph engine that enables domain-specific knowledge modeling, facts and logic fusion, and bidirectional enhancement of LLMs and knowledge graphs.

2.0K
Experimental
Java
LLM Frameworks
Knowledge Reasoning
Java
#knowledge-graph#llm-enhancement#knowledge-modeling

BCG-X-Official/agentkit

A starter kit to build AI-powered agents with Next.js, FastAPI, and Langchain.

1.9K
Experimental
TypeScript
AI Agents
Full-Stack Frameworks
Next.js
#genai#langchain#fastapi

unicode-org/icu4x

Provides internationalization and localization solutions for client-side and resource-constrained environments

1.8K
Active
Rust
Rust
#internationalization#localization#unicode

snyk/agent-scan

A Python library for monitoring and securing MCP (Model Context Protocol) connections for AI applications.

1.7K
Active
Python
MCP Frameworks
#mcp#security#monitoring

microsoft/EdgeML

A collection of machine learning algorithms for edge devices developed by Microsoft Research India.

1.7K
Archived
C++
ML Ops
API Frameworks
PyTorch
#edge-computing#machine-learning-algorithms#microsoft-research

PKU-Alignment/safe-rlhf

A safe reinforcement learning from human feedback (RLHF) system for aligning large language models with human values.

1.6K
Stable
Python
LLM Frameworks
Reinforcement Learning
#ai-safety#large-language-models#reinforcement-learning

Habrador/Computational-geometry

A comprehensive Unity library for computational geometry algorithms and data structures.

1.4K
Archived
C#
API Frameworks
Frontend Frameworks
Unity3D
#computational-geometry#computer-science#algorithms

OpenImagingLab/FlashVSR

An efficient one-step diffusion framework for streaming video super-resolution with AI-powered tools.

1.4K
Stable
Python
Computer Vision
API Frameworks
Python
#diffusion-models#video-super-resolution#real-time

artem-ogre/CDT

A C++ library for fast and robust Constrained Delaunay Triangulation (CDT) calculations.

1.3K
Experimental
C++
#authentication#computational-geometry#constrained-delaunay-triangulation

pnnl/neuromancer

A PyTorch-based framework for solving constrained optimization problems, physics-informed ML, and parametric model predictive control.

1.3K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#constrained-optimization#control-systems#dynamical-systems

SimonBlanke/Gradient-Free-Optimizers

Optimizes numerical and discrete search spaces with various gradient-free optimization techniques.

1.3K
Active
Python
Optimization
CLI Tools
Python
#bayesian-optimization#blackbox-optimization#constrained-optimization

pantor/ruckig

A C++ library for real-time, jerk-constrained, and time-optimal motion planning for robots and machines.

1.1K
Stable
C++
API Frameworks
Computer Vision
C++
#robotics#motion-planning#jerk-constrained

MatthieuCourbariaux/BinaryNet

A Python library for training deep neural networks with weights and activations constrained to +1 or -1.

1.1K
Archived
Python
ML Ops
#neural-networks#binary-models#deep-learning

sipeed/TinyMaix

TinyMaix is a tiny inference library for microcontrollers, enabling efficient AI/ML on resource-constrained devices.

1.0K
Experimental
C
Inference
Arduino & Embedded
#tinyml#microcontroller#inference
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