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data_mining_models

Basic data mining model, including feature importance display

echotorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

ewtpy

Empirical Wavelet Transform Python implementation

github-slideshow

A robot powered training repository :robot:

github-upload

mtgnn

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyemd

Python implementation of Empirical Mode Decompoisition (EMD) method

python-100-days

Python - 100天从新手到大师

pywt

PyWavelets - Wavelet Transforms in Python

robuststl

Unofficial Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (AAAI 2019)

tcn

Sequence modeling benchmarks and temporal convolutional networks

tempowaveforecast

temporal forecasting using wavelet hybrid models