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ahn

awesome-recsystem-models

Implements of Awesome RecSystem Models with PyTorch/TF2.0

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

carp

The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.3331216

cat_dog

pytorch实现猫狗分类

counterfactual-review-based-recommendation

Code for Paper《Counterfactual Review-based Recommendation》

ctr_model_zoo

some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

deepctr-torch

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

deepfm_torch

digit_recognizer

利用pytorch实现kaggle手写数字识别

din-pytorch

PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction

factorizationmachine

a demo with MovieLens dataset

fm-by-pytorch

利用pytorch框架实现因子分解机FM算法

fmpytorch

A PyTorch implementation of a Factorization Machine module in cython.

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.

hellogithub

:octocat: Find pearls on open-source seashore 分享 GitHub 上有趣、入门级的开源项目

joyful-pandas

Pandas中文教程

kaggle_hourse_prices

kaggle hourseprices 练习pytorch

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

lihang-code

《统计学习方法》的代码实现

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nfm-pyorch

A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

nl2sql

NLP-NL2SQL 语义解析数据集、解决方案、paper整合打包

paper-recurrence

huita & nrpa

pyfm

Factorization machines in python

pytorch-fm

Factorization Machine models in PyTorch

reco-papers

Classic papers and resources on recommendation

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

rspapers

Must-read papers on Recommender System.

torch-text-similarity

Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models