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

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

CA-TCC

[TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification

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

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

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.

pytorch-forecasting

Time series forecasting with PyTorch

Series2Vec

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.

TS-TCC

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

WTF-zk

零知识证明入门教程。

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.