Erfei Liu's repositories
ADP_course_given_by_BERTSEKAS_2014_THU
Video and other material of ADP course given by BERTSEKAS at THU, 2014
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
Deep-Learning-21-Examples
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt
deepdirtycodes
Experimental and exercising codes
DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind
Fast-TransX
An Efficient implementation of TransE and its extended models for Knowledge Representation Learning
Kaggle-Competition-Favorita
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
pytorch-drl4vrp
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
seq2seq
Attention-based sequence to sequence learning
Summer-Research-2018-Group
PART II Group Work
Summer-Research-2018-Part-One
PART I DeepAR implementation based on paper: https://arxiv.org/pdf/1704.04110.pdf
TensorFlow-Time-Series-Examples
Time Series Prediction with tf.contrib.timeseries
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
tensorflow_seq2seq
Tensorflow中的Seq2Seq全家桶
timeseries
Deep Learning repo for timeseries and sequence data
TPA-LSTM
Attention Mechanism for Multivariate Time Series Forecasting
x-deeplearning
An industrial deep learning framework for high-dimension sparse data