zwbjtu123

keras

Deep Learning for humans

LaTeX-OCR

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

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

EssentialMath

MLSTM-FCN

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

granite-tsfm

Foundation Models for Time Series

RGNN

The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"

SST-EmotionNet

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition

IntroStatLearn

Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.

Time_Series_Classification

The pytorch implementation of time series classification model, including LSTM_FCN, MLSTM_FCN, GRU_FCN, mWDN, Rocket, TCN, XCM, gMLP, TabTransformer, GatedTabTransformer

Deep-Learning-based-Emotion-Recognition

Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN

EEG-Emotion-Recognition

EEG-Based Emotion Recognition

convst

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

TimeSeries-AIEngineering

This is a repo for all the time series related notebook for AIENgineering

awesome-multivariate-time-series-clustering-algorithms

This repo collects effective multivariate time series clustering codes.

dictionary

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

TSFool

Repository of the TSFool method proposed in paper "TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack".

XEM

XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification

CAGE4HAR

ACN

EEGEMO

kdFCN-4-tsc

HSFSGU

The MATLAB codes for the semi-supervised feature selection method proposed in the paper "Hessian-based Semi-supervised Feature Selection using Generalized Uncorrelated Constraint".

LibADMM

A Library of ADMM for Sparse and Low-rank Optimization

MAPP

Repository for the paper 'Optimization of Data Pre-Processing Methodsfor Time-Series Classification ofElectroencephalography Data'