Hongwei Zhang's repositories
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）
awesome-mlops
A curated list of references for MLOps
Awesome-Recsys
This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems
boto3
AWS SDK for Python
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.
DeepLearningExamples
Deep Learning Examples
Federated-Averaging-PyTorch
An unofficial PyTorch implementation of a federated learning algorithm, FedAvg.
kaggle-g2net-public
2nd place solution
keyvi
Keyvi - the key value index. It is an in-memory FST-based data structure highly optimized for size and lookup performance.
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！🚀
locust
Write scalable load tests in plain Python 🚗💨
manage-fastapi
:rocket: CLI tool for FastAPI. Generating new FastAPI projects & boilerplates made easy.
ml-glossary
Machine learning glossary
ml-system-design-pattern
System design patterns for machine learning
openai-cookbook
Examples and guides for using the OpenAI API
PRML
PRML algorithms implemented in Python
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
pycox
Survival analysis with PyTorch
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
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers