eeyuhao

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Federated-Learning

Overview of Federal Learning

EasyRec

A framework for large scale recommendation algorithms.

tabmat

Efficient matrix representations for working with tabular data

ABTesting

Papers and Resources on running A/B Experiments

pytorch-bert-document-classification

Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)

kdd2021-tutorial

EconML/CausalML KDD 2021 Tutorial

dfencoder

LeetCode

✍️ My LeetCode solutions, ideas and templates sharing. (我的LeetCode题解，思路以及各专题的解题模板分享。分专题归纳，见tag)

awesome-programming-books-1

计算机经典书籍📚，保留书单

tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

Ad-papers

Papers on Computational Advertising

pytorch-fm

Factorization Machine models in PyTorch

awesome-notebooks

A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.

RecommenderSystems

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

dlrm

An implementation of a deep learning recommendation model (DLRM)

DeepCTR-Torch

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

ML_CIA

公众号: 机器学习荐货情报局 所有代码

scikit-learn-tips

:robot::zap: 50 scikit-learn tips

Machine-learning-demo

Machine learning demo for multiple algorithm

somepackage

Show how to structure a Python project.

markdown-template

A markdown template for any project, resume, github repo or whatever

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

scikit-learn

scikit-learn: machine learning in Python

datascience

Curated list of Python resources for data science.

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.