cactus-compute / needle
Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.
cactus-compute / needle
andrisgauracs / whistle-esp32
Whistle speech-to-text running fully on an ESP32-S3: hold a button, say a colour in one of 7 languages, the LED does it. No network.
harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
kislyuk / yq
Command-line YAML, XML, TOML processor - jq wrapper for YAML/XML/TOML documents
BoundaryML / baml
The programming language for agents
KolbyML / Manatan
Seamless immersion language learning for anime, manga, novels on all platforms
zou-shui / MugglesWand
基于 ESP32-S3 + TinyML 的魔杖。挥动魔杖即可触发魔法效果，支持手势识别、低功耗待机、个性化模型训练，软硬件全开源。
tlack / babytalk
Optimized ESP32-S3/P4 fully offline speech to text and text to speech system for Micropython and AtomVM, featuring a finetuned STT model for noisy environments, plus a data generation/field capture/model finetuning framework. Includes high performance 4/8bit int kernels for Xtensa/RiscV PIE vector units
lokutor-ai / ito
Natural-sounding streaming text-to-speech for the ESP32-S3: 4.4 M params, 4.9 MB, no cloud, no NPU
containers / podman-compose
a script to run docker-compose.yml using podman
firecow / gitlab-ci-local
Tired of pushing to test your .gitlab-ci.yml?
carvel-dev / ytt
YAML templating tool that works on YAML structure instead of text
ajnart / dcm
DockerComposeMaker (DCM) is a self-hostable website to help you pick and create a docker-compose.yml file for your home server. Discover new containers, discover and share a config in a couple of clicks!
red-data-tools / pycall.rb
Calling Python functions from the Ruby language
rl-tools / rl-tools
The Fastest Deep Reinforcement Learning Library
NannyML / The-Little-Book-of-ML-Metrics
The book every data scientist needs on their desk.
exilon / QuickLib
Quick development library (AutoMapper, LinQ, IOC Dependency Injection, MemoryCache, Scheduled tasks, Json and Yml Config and Options pattern, Serializers, etc) with crossplatform support for Delphi/Firemonkey (Windows,Linux,OSX/IOS/Android) and freepascal (Windows/Linux).
ankane / eps
Machine learning for Ruby
travis-ci / travis-build
.travis.yml => build.sh converter
polyml / polyml
Poly/ML
lokutor-ai / oido
Oído: open-vocabulary speech recognition that fits in a $5 ESP32-S3. 3.7% LibriSpeech WER, no cloud, no NPU.
ayutaz / sanoTTS-jp
559 K パラメータの日本語 TTS を ESP32-S3 で実時間合成。漢字かな交じり文の形態素解析・アクセント推定まで端末内で走る（M5Stack CoreS3 実機で確認）。推論は依存ゼロの C99、ブラウザ demo あり。arXiv:2608.21378 sanoTTS の日本語 clean-room 再実装。⚠️ コードは MIT ですが、配布モデルの重みは MIT ではありません（LICENSE-MODEL.md。出力に用途制限が伝播します）
AydinAdnan / PulseVAD
Ultra-tiny 2.1k streaming voice activity detector (2.1 KB INT8). 200 ms window for microcontrollers, edge devices, and DSPs. ships with ONNX, TorchScript, and standalone C header.
SweiryDev / MicroCNN-TangNano20k
SystemVerilog SoC implementing MicroCNN accelerator on the Tang Nano 20K for BloodMNIST image classification.
chilly23 / RP2040-and-ESP32-AI
Run a 28.9M-parameter TinyLM on ESP32-S3 with an RP2040 OLED display node for fully local embedded AI inference.
ssssssanjiu / skill_manager
A local web panel for managing Claude Code skills — paste a GitHub URL to install, symlink-hosted with zero copies, plus a daily feed of newly published skills. Zero dependencies.
Bellman281 / esp32-tinyLLM
Rust inference engine for a 28.9M-parameter PLE TinyLM on the ESP32-S3 — 9.4 tok/s, faster than the C implementation it was ported from
fotonik-sk / stm32n6-speech-recognition
Offline speech-to-text on the STM32N6 microcontroller: free English speech recognition on the NPU, no cloud
lcy362 / flint
Flint · local-skills-hub — a local-first personal AI skills asset manager. Centralize, tag, deduplicate skills, and deploy them into agent and project directories via symlink/copy. Your files, your assets — never locked in.
AlexRed29 / GTA_Symlink_Generator
"GTA Symlink Generator" is a tool to create a GTA installation (III/Vice City/San Andreas) with "Symlinks". Perfect for saving disk space!
huangluke89757 / SkillVault
Local-first skill manager for AI coding agents: one canonical skill directory, symlinked into every agent.
NoteNerdOfficial / ai-skills-manager
AI Skills Manager brings your Claude, Codex, Pi, and other tool-specific skills, agents, commands, and rules into one searchable Obsidian library. Browse, tag, favorite, and group items across global and project folders without duplicating files. Enable or disable items in place with symlink-aware handling that keeps project links intact.
king-bcolor / dsh-multi-tenant-projects
Multi-tenant projects & users plugin for DeepSeek Harness (DSH): per-user symlinked workspaces, login gate, session isolation, workspace-write lock and system-prompt guard
patterns-ai-core / langchainrb
Build LLM-powered applications in Ruby