linzhu123455

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

quasi-rnn

A PyTorch Implementation of "Quasi-Recurrent Neural Networks"

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

ednet

EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more than 780K users in Korea available through Android, iOS and web.

tensorflow-maml

TensorFlow 2.0 implementation of MAML.

DPDist

DPDist : Comparing Point Clouds Using Deep Point Cloud Distance (ECCV2020)

spatio-temporal-paper-list

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

DCRNN_PyTorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

deterministic-uncertainty-quantification

Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"

dcp

pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

VRP-RL

Reinforcement Learning for Solving the Vehicle Routing Problem

attention-learn-to-route

Attention based model for learning to solve different routing problems

web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

CARA

An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)

M4metalearning

interpret

Fit interpretable models. Explain blackbox machine learning.

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

nips17-rexgen

Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network (NIPS 2017)

cbvrp-acmmm-2019

Website for CBVRP Grand Challenge in ACM Multimedia 2019

CDCS

Chinese Data Competitions' Solutions