zwbjtu123

sktime-dl

sktime companion package for deep learning based on TensorFlow

-MAHiDFNet

Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data

An-Introduction-to-Statistical-Learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and ML Models on Time Series data sets with a Single Line of Code

deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

dictionary

WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

EssentialMath

fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

keras

Deep Learning for humans

LearningPython

Linear_Algebra_With_Python

Lecture Notes for Linear Algebra Featuring Python

Machine_Learning_Resources

:fish::fish::fish: 机器学习面试复习资源

MachineLearning

Machine learning algorithms implemented by pure numpy

manning

Repository for the book Grokking Machine Learning, by Manning Editors

MathematicalEngineeringDeepLearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

matrixprofile

A Python 3 library making time series data mining tasks utilizing matrix profile algorithms accessible to everyone.

ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

numpy-ml

Machine learning, in numpy

Orion

A machine learning library for detecting anomalies in signals.

PyHealth

A Python Library for Healthcare AI

pytorch-forecasting

Time series forecasting with PyTorch

spatialmath-python

Create, manipulate and convert representations of position and orientation in 2D or 3D using Python

ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

time-series-classification-and-clustering

Time series classification and clustering code written in Python.

Time-Series-Library

A Library for Advanced Deep Time Series Models.

timeseers

Time should be taken seer-iously

tods

TODS: An Automated Time-series Outlier Detection System

tseries-patterns

trend / momentum and other patterns in financial timeseries

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.