Huaizheng Hunter Zhang's repositories
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
awesome-mlops
A curated list of references for MLOps
CS224n-UCBerkeley-DRL-homework
cs224n homework and practicing DRL
personal_archived
My personal website
PipeSwitch
PipeSwitch
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.
data-centric-ai
Resources for Data Centric AI
data-centric-AI-1
A curated, but incomplete, list of data-centric AI resources.
dawn-bench-entries
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
docs.getdbt.com
The code behind docs.getdbt.com
hydra
Hydra is a framework for elegantly configuring complex applications
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
ML-Model-CI
One-stop ML model managing, converting, profiling and serving toolkit.
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
onnxruntime
ONNX Runtime: cross-platform, high performance scoring engine for ML models
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ServerlessBench
A benchmark suite for serverless computing
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.