ssui-liu

caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

attention

some attention implements

torch-seq2seq-attention

Torch implementation of seq2seq machine translation with GRU RNN and attention

nmt

TensorFlow Neural Machine Translation Tutorial

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

caser

A Matlab implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

trellisnet

[ICLR'19] Trellis Networks for Sequence Modeling

sessionRec_NARM

GRU4Rec_TensorFlow

TensorFlow implemenation of GRu4Rec model

fairseq-lua

Facebook AI Research Sequence-to-Sequence Toolkit

hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

CaseRecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

GRU4Rec

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.

STAMP

Code for the KDD 2018 paper: STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation

seq2seq

keras example of seq2seq, auto title

SMAE

This is the code for "Learning Sentiment Memories for Sentiment Modification without Parallel Data".

tensorflow

An Open Source Machine Learning Framework for Everyone

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

fastText

Library for fast text representation and classification.

deep_learning_NLP

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

fast-neural-style-tensorflow

A tensorflow implementation for fast neural style!

UESTC_Helper

为电子科技大学教务系统提供一个现代的、高效的并且非侵入式的交互与展示界面。

face_recognition

The world's simplest facial recognition api for Python and the command line