huangjunheng's repositories
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
Digit_Recognizer
利用pytorch实现kaggle手写数字识别
FM-by-pytorch
利用pytorch框架实现因子分解机FM算法
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
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.
DIN-pytorch
PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction
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
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