c00h00g

c00h00g.github.io

记忆里的味道

alphaFM

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

causal-book-code

CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalml

Uplift modeling and causal inference with machine learning algorithms

Data-Science-Notes

数据科学的笔记以及资料搜集

DeepCTR

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

deeplearning

深度学习相关的模型训练、评估和预测相关代码

handson-ml2

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.

HeCo

The source code of HeCo

Hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

lianjia-scrawler

链家二手房租房在线数据，存量房交易服务平台数据，详细数据分析教程

lime

Lime: Explaining the predictions of any machine learning classifier

MML-Book

Code / solutions for Mathematics for Machine Learning (MML Book)

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

programming-book-3

Programming books 3: Python、 Machine-Learning、 Deep-Learning、 NLP

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

Python

All Algorithms implemented in Python

pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tf_chg

tensorflow learning

tianshou

An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.

x-deeplearning

An industrial deep learning framework for high-dimension sparse data