RootChenLQ

nupic.research

Experimental algorithms. Unsupported.

AIMSAN

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

Datasets-preparation

Deep-Learning

simple deep-learning exercice

HODM

online anomaly detection

IMA

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Meachine-Learning

this repository is used to stored common use file of pytorch.

myHTM

HTM test

nupic

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

Online-anomaly-detection_-notes

online anomaly detection methods and dataset

Predictors

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

PyTorch-Tutorial

Build your neural network easy and fast

spatio-temporal-paper-list

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

statsmodels

Statsmodels: statistical modeling and econometrics in Python

TrafficDataProcess

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, Flink and DataFlow