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adversarialnetspapers

The classical paper list with code about generative adversarial nets

architect-awesome

后端架构师技术图谱

chatgpt-next-web

A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

demo

easyrec

A framework for large scale recommendation algorithms.

embedx

embedx 是基于 c++ 开发的、完全自研的分布式 embedding 训练和推理框架。它目前支持 图模型、深度排序、召回模型和图与排序、图与召回的联合训练模型等

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gnnpapers

Must-read papers on graph neural networks (GNN)

handson-ml

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

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

models

Models and examples built with TensorFlow

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

tensorflow-beginner

tensorflow learning according to CS20SI

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-gans

各类GAN综合在一起，借鉴了hwalsuklee大神的

the-gan-zoo

A list of all named GANs!

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

tutorials

PyTorch tutorials.

xuhongshui.github.io

machine learning,big data, deep learning