Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
一个精心整理的 Mihomo (Clash Meta) 配置文件仓库,通过 GitHub Actions 每日自动同步上游优质规则,提供从入门到进阶的完整解决方案。
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
A tutorial on modern GPU programming for machine learning systems
Rust implementation of the Messaging Layer Security (MLS) protocol
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An extension of XGBoost to probabilistic modelling
Programming in YAML
Create a fully featured real estate website on Rails in minutes! ⛺
Sveltos Kubernetes add-on controller programmatically deploys add-ons and applications in tens of clusters. Support for ClusterAPI powered clusters, Helm charts, kustomize ,YAMLs. Sveltos has built-in support for multi-tenancy.
🤖 Machine Learning Summer School Guide
Cleans HTML to avoid XSS attacks
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
Generate C# classes from XML Schema files
BharatMLStack is an open-source, end-to-end machine learning infrastructure stack built at Meesho to support real-time and batch ML workloads at Bharat scale
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
MiniMax-H3 Fun ControlNet for ComfyUI. Depth, canny, pose, HED or MLSD video driving H3 frame by frame, built on ComfyUI's own H3 blocks.
Aperod (APRO) — Institutional-grade privacy Layer-1 built in Go. RingCT & MLSAG engine for confidential P2P payments, Telegram Mini-Apps & Web3 games.
Code for Paper "RoboECC: Multi-Factor-Aware Edge-Cloud Collaborative Deployment for VLA Models" accepted by IJCNN 2026.
Code of paper "KERV: Kinematic-Rectified Speculative Decoding for Embodied VLA Models" accepted by DAC 2026.
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
A control instrument for handshake state machines - lint protocol models, replay transcripts, and fly deterministic mutations until a trace diverges.