Pinned Repositories
Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
AI-System
Resources for AI System Education
AI-System-School
🚀 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.
awesome-mlops
A curated list of references for MLOps
Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
BP_GA_stock
apply BP,GA to stock analyzing
MIGProfiler
Multi-Instance-GPU profiling tool
PyTorch-Object-that-Sounds
The unofficial implementation for ICCV17 paper "Object that sounds"
Code-Agent-Survey
A survey of Code Agents / Foundation Models for improving development productivity. Become 10x SWE, MLE, etc.
MLE-agent
🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Ollama, etc supported. :fireworks: Code RAG
HuaizhengZhang's Repositories
HuaizhengZhang/AI-System-School
🚀 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.
HuaizhengZhang/Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
HuaizhengZhang/Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
HuaizhengZhang/MIGProfiler
Multi-Instance-GPU profiling tool
HuaizhengZhang/awesome-mlops
A curated list of references for MLOps
HuaizhengZhang/AI-System
Resources for AI System Education
HuaizhengZhang/CS224n-UCBerkeley-DRL-homework
cs224n homework and practicing DRL
HuaizhengZhang/personal_archived
My personal website
HuaizhengZhang/PipeSwitch
PipeSwitch
HuaizhengZhang/sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
HuaizhengZhang/autovideo
AutoVideo: An Automated Video Action Recognition System
HuaizhengZhang/Awesome-Speech-Enhancement
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
HuaizhengZhang/cloudflow
A serverless dataflow DSL for prediction serving
HuaizhengZhang/continuum
A clean and simple library for Continual Learning
HuaizhengZhang/data-centric-ai
Resources for Data Centric AI
HuaizhengZhang/data-centric-AI-1
A curated, but incomplete, list of data-centric AI resources.
HuaizhengZhang/dawn-bench-entries
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
HuaizhengZhang/docs.getdbt.com
The code behind docs.getdbt.com
HuaizhengZhang/Mistify
HuaizhengZhang/ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
HuaizhengZhang/ML-Model-CI
One-stop ML model managing, converting, profiling and serving toolkit.
HuaizhengZhang/modelbench
Run safety benchmarks against AI models and view detailed reports showing how well they performed.
HuaizhengZhang/modelgauge
Make it easy to automatically and uniformly measure the behavior of many AI Systems.
HuaizhengZhang/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
HuaizhengZhang/onnxruntime
ONNX Runtime: cross-platform, high performance scoring engine for ML models
HuaizhengZhang/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
HuaizhengZhang/park
HuaizhengZhang/ServerlessBench
A benchmark suite for serverless computing
HuaizhengZhang/skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
HuaizhengZhang/Video-to-Retail-Platform
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.