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ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

cnn-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs

convmf

Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)

convncf

Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

daisyrec

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

deepctr-torch

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

dlrm

An implementation of a deep learning recommendation model (DLRM)

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fast-transformers

Pytorch library for fast transformer implementations

fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

gnn-recommender-systems

An index of recommendation algorithms that are based on Graph Neural Networks.

gpyopt

Gaussian Process Optimization using GPy

grokking-system-design

house

有完整版的PDF下载。

leetcode-2

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

leetcode-3

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

linear-attention-transformer

Transformer based on a variant of attention that is linear complexity in respect to sequence length

magic-python

Python 黑魔法手册

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mcns_pinsage

Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"

minitorch

The full minitorch student suite.

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

neural-tangents

Fast and Easy Infinite Neural Networks in Python