Huaizheng Hunter Zhang (HuaizhengZhang)

HuaizhengZhang

Geek Repo

Company:https://breezeml.ai/

Location:Bay Area

Home Page:https://huaizhengzhang.github.io

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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

AI-System

Resources for AI System Education

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awesome-mlops

A curated list of references for MLOps

CS224n-UCBerkeley-DRL-homework

cs224n homework and practicing DRL

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personal_archived

My personal website

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PipeSwitch

PipeSwitch

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sensAI

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

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autovideo

AutoVideo: An Automated Video Action Recognition System

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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.

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cloudflow

A serverless dataflow DSL for prediction serving

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continuum

A clean and simple library for Continual Learning

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data-centric-ai

Resources for Data Centric AI

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data-centric-AI-1

A curated, but incomplete, list of data-centric AI resources.

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dawn-bench-entries

DAWNBench: An End-to-End Deep Learning Benchmark and Competition

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distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

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docs.getdbt.com

The code behind docs.getdbt.com

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former

Simple transformer implementation from scratch in pytorch.

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hydra

Hydra is a framework for elegantly configuring complex applications

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inference

Reference implementations of inference benchmarks

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ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

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ML-Model-CI

One-stop ML model managing, converting, profiling and serving toolkit.

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once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

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onnxruntime

ONNX Runtime: cross-platform, high performance scoring engine for ML models

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Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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ServerlessBench

A benchmark suite for serverless computing

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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.

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