SamHaoYuan

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

pytorch_geometric

Graph Neural Network Library for PyTorch

allennlp

An open-source NLP research library, built on PyTorch.

DeepCTR

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

oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

InterpretableMLBook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

dlrm

An implementation of a deep learning recommendation model (DLRM)

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

RecBole

A unified, comprehensive and efficient recommendation library

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

CDCS

Chinese Data Competitions' Solutions

clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

awesome-fast-attention

list of efficient attention modules

DeepRec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

CCFrank4dblp

Displays the China Computer Federation (CCF) recommended rank of international conferences and journals in the dblp, Google Scholar, Connected Papers and and Web of Science search results.

ATRank

An Attention-Based User Behavior Modeling Framework for Recommendation

yinyang

A fuzzing framework for SMT solvers

AdaptiveNeuralTrees

Adaptive Neural Trees

KBRD

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

Hawkes-Process-Toolkit

A toolbox of Hawkes processes

MKM-SR

Incorporating User Micro-behaviors and Item Knowledge 59 60 3 into Multi-task Learning for Session-based Recommendation

DSANForAAAI2021

DP3

Deep Point Process by PyTorch

POEM