Junzh821

awesome-gan-inversion

A collection of resources on GAN inversion.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

best_AI_papers_2021

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. [work in progress]

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DIG

A library for graph deep learning research

Feature-Engineering-Made-Easy

Feature Engineering Made Easy, published by Packt

GAN_Review

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

GolangTraining

Training for Golang (go language)

googletest

Googletest - Google Testing and Mocking Framework

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

MadeWithML

Learn how to responsibly deliver value with ML.

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ML-notes

notes about machine learning

most_common

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_course

YSDA course in Natural Language Processing

paper

papers-we-love

Papers from the computer science community to read and discuss.

python3-cookbook

《Python Cookbook》 3rd Edition Translation

stable-diffusion-jupyterlab-docker

Generate images with Stable Diffusion inside JupyterLab!

superset

Apache Superset is a Data Visualization and Data Exploration Platform

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow