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📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
TensorFlow Implementation of Attentional Factorization Machine
Recommender System Papers
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
《第一行代码 第2版》全书源代码
A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
吴恩达老师的机器学习课程个人笔记
[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"
Deep Learning Specialization by Andrew Ng on Coursera.
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
Basic Deep Learning
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"
Disentangled Self-Supervision in Sequential Recommenders
A framework for large scale recommendation algorithms.
A MNIST-like fashion product database. Benchmark :point_down:
This repository provides an alternatively download when GeoLite2-City.mmdb.gz impossible for download from maxind.com
Must-read papers on graph neural networks (GNN)
SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"
GRU4Rec is the original Theano implementation of the algorithm in "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016 and its follow-up "Recurrent Neural Networks with Top-k Gains for Session-based Recommendations". The code is optimized for execution on the GPU.
An other implementation of GRU4REC using PyTorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.