GitHub-HongweiZhang

.tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with ❤️ (imho the best tmux configuration that just works)

Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Awesome-Incremental-Learning

Awesome Incremental Learning

awesome-mlops

A curated list of references for MLOps

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

batch-learn-wrapper

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

prediction-flow

Deep-Learning based CTR models implemented by PyTorch

GitHub-HongweiZhang/Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

GitHub-HongweiZhang/Awesome-Recsys

This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems

GitHub-HongweiZhang/boto3

AWS SDK for Python

GitHub-HongweiZhang/Data-Science-Interview-Resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

GitHub-HongweiZhang/DeepLearningExamples

Deep Learning Examples

GitHub-HongweiZhang/examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

GitHub-HongweiZhang/Federated-Averaging-PyTorch

An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.

GitHub-HongweiZhang/kaggle-g2net-public

2nd place solution

GitHub-HongweiZhang/kaggle-landmark-2021-1st-place

GitHub-HongweiZhang/keyvi

Keyvi - the key value index. It is an in-memory FST-based data structure highly optimized for size and lookup performance.

GitHub-HongweiZhang/leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

GitHub-HongweiZhang/LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

GitHub-HongweiZhang/locust

Write scalable load tests in plain Python 🚗💨

GitHub-HongweiZhang/manage-fastapi

:rocket: CLI tool for FastAPI. Generating new FastAPI projects & boilerplates made easy.

GitHub-HongweiZhang/ml-glossary

Machine learning glossary

GitHub-HongweiZhang/ml-system-design-pattern

System design patterns for machine learning

GitHub-HongweiZhang/node2vec

GitHub-HongweiZhang/openai-cookbook

Examples and guides for using the OpenAI API

GitHub-HongweiZhang/openBCT

Pytorch code for Towards Backward-Compatible Representation Learning [CVPR 2020 Oral]

GitHub-HongweiZhang/PRML

PRML algorithms implemented in Python

GitHub-HongweiZhang/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

GitHub-HongweiZhang/pycox

Survival analysis with PyTorch

GitHub-HongweiZhang/pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

GitHub-HongweiZhang/recsys2019

GitHub-HongweiZhang/rtdl

The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"

GitHub-HongweiZhang/system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

GitHub-HongweiZhang/tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

GitHub-HongweiZhang/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020

GitHub-HongweiZhang/x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

GitHub-HongweiZhang/zhihu_article