time-series-classification
There are 186 repositories under time-series-classification topic.
sktime/sktime
A unified framework for machine learning with time series
timeseriesAI/tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
tslearn-team/tslearn
The machine learning toolkit for time series analysis in Python
Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
johannfaouzi/pyts
A Python package for time series classification
hfawaz/dl-4-tsc
Deep Learning for Time Series Classification
vlawhern/arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
curiousily/Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
aeon-toolkit/aeon
A toolkit for machine learning from time series
hfawaz/InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification
sktime/sktime-dl
DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
lmmentel/awesome-time-series
Resources for working with time series and sequence data
cure-lab/Awesome-time-series
A comprehensive survey on the time series domains
KimMeen/Awesome-GNN4TS
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
angus924/rocket
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
White-Link/UnsupervisedScalableRepresentationLearningTimeSeries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
hfawaz/bigdata18
Transfer learning for time series classification
filippogiruzzi/voice_activity_detection
Voice Activity Detection based on Deep Learning & TensorFlow
FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
angus924/minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
hfawaz/aaltd18
Data augmentation using synthetic data for time series classification with deep residual networks
VSainteuf/pytorch-psetae
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
moment-timeseries-foundation-model/moment
MOMENT: A Family of Open Time-series Foundation Models
Geocene/trainset
A lightweight web application for brushing labels onto time series data; useful for building training sets.
hfawaz/ijcnn19ensemble
Deep Neural Network Ensembles for Time Series Classification
mims-harvard/Raincoat
Domain Adaptation for Time Series Under Feature and Label Shifts
PetoLau/TSrepr
TSrepr: R package for time series representations
ChangWeiTan/MultiRocket
Multiple pooling operators and transformations for fast and effective time series classification
dream-faster/fold
🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. This is an internal project - documentation is not updated anymore and substantially differ from the current API.
VSainteuf/lightweight-temporal-attention-pytorch
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
aimclub/Fedot.Industrial
Python framework for automated time series classification and regression
hfawaz/ijcnn19attacks
Adversarial Attacks on Deep Neural Networks for Time Series Classification
FilippoMB/python-time-series-handbook
Material for the course "Time series analysis with Python"
BGU-CS-VIL/dtan
Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.
eonu/sequentia
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
angus924/hydra
HYDRA: Competing convolutional kernels for fast and accurate time series classification