AI-Infra-from-Zero-to-Hero. 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
4.2kAwsome-Deep-Learning-for-Video-Analysis. Papers, code and datasets about deep learning and multi-modal learning for video analysis
845Active-Learning-as-a-Service. A scalable & efficient active learning/data selection system for everyone.
220MIGProfiler. Multi-Instance-GPU profiling tool
58BP_GA_stock. apply BP,GA to stock analyzing
12PyTorch-Object-that-Sounds. The unofficial implementation for ICCV17 paper "Object that sounds"
6awesome-mlops. A curated list of references for MLOps
3AI-System. Resources for AI System Education
2tfx. TFX is an end-to-end platform for deploying production ML pipelines
1reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
1openai-fullstack-langgraph-quickstart. Get started with building Fullstack Agents using OpenAI and LangGraph
1gpushare-scheduler-extender. GPU Sharing Scheduler for Kubernetes Cluster
1CS224n-UCBerkeley-DRL-homework. cs224n homework and practicing DRL
1PipeSwitch. PipeSwitch
1CS140e-Stanford-OS-homework. For learning Rust
1minimalRL. Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
1cheatsheet-kubernetes-A4. :book: Kubernetes CheatSheets In A4
1personal_archived. My personal website
1Stock_Tool. a spider for crawl stock data
1ICME_Twitch. toy test
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