yushuai

FTANet-melodic

This repository is the offical implementation for the paper 《Frequency-Temporal Attention Network for Singing Melody Extraction》.

FISM

implementation for the paper "FISM: Factored Item Similarity Models for Top-N Recommender Systems" by Tensorflow 1.2

MSI-b365m-pro-vdh-hackintosh

TONet

The official implementation of "TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music"

self-attentive-ncf

Source code for our Paper "Self-Attentive Neural Collaborative Filtering"

attentional_factorization_machine-1

TensorFlow Implementation of Attentional Factorization Machine

capsule_text_classification

Collaborative-Denoising-Auto-Encoder

Collaborative Denoising Auto-Encoder for Top-N Recommender Systems (CDAE)

conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 版权所有，违权必究 Tan 2018.06

dirt-t

A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

indrnn

TensorFlow implementation of Independently Recurrent Neural Networks

irgan

IRGAN SIGIR paper experimental code

JRL

Joint Representation Learning for Recommendation

models

Models and examples built with TensorFlow

music-recommendation

this project is about content-based music recommendation using deep neural networks.

nfm

NNCF

Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"

product-nets

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rnn-nlu

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

skiprnn-2017-telecombcn

Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

var-attn

VocalMelodyExtPatchCNN

Vocal melody extraction using patch-based CNN

yushuai

Config files for my GitHub profile.