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tslearn-team/tslearn

A machine learning toolkit for time series analysis and classification in Python.

3.1K
Active
Python
Time Series Analysis
Time Series
#time-series#time-series-classification#time-series-clustering

qingsongedu/time-series-transformers-review

A curated list of awesome resources on transformers in time series analysis, forecasting, and more.

3.0K
Archived
Transformers
Time Series
#time-series#forecasting#anomaly-detection

Alro10/deep-learning-time-series

A repository with papers, code, and experiments using deep learning for time series forecasting.

2.8K
Archived
Jupyter Notebook
ML Ops
Time Series
PyTorch
#deep-learning#time-series-forecasting#forecasting-models

jolibrain/deepdetect

A C++ API and server for deep learning that supports popular frameworks like PyTorch, TensorFlow, and XGBoost.

2.5K
Active
C++
Computer Vision
API Clients & Testing
#deep-learning#computer-vision#object-detection

KimMeen/Time-LLM

An official implementation of a time series forecasting model using large language models.

2.5K
Stable
Python
LLM Frameworks
Time Series
Python
#time-series-forecasting#large-language-models#deep-learning

SeldonIO/alibi-detect

Detects anomalies and drift in data with algorithms for outlier, adversarial, and concept-drift detection.

2.5K
Stable
Jupyter Notebook
Jupyter Notebook
#anomaly-detection#drift-detection#outlier-detection

curiousily/Getting-Things-Done-with-Pytorch

A collection of Jupyter Notebook tutorials on solving real-world problems with machine learning and deep learning using PyTorch.

2.5K
Archived
Jupyter Notebook
Computer Vision
Time Series Forecasting
#computer-vision#time-series#anomaly-detection

griddb/griddb

GridDB is a fast and scalable open-source database for time-series IoT and big data applications.

2.5K
Stable
C++
Databases
API Frameworks
#bigdata#iot#timeseries

cure-lab/LTSF-Linear

This repository provides an official implementation of a paper on using transformers for time series forecasting.

2.4K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#time-series-forecasting#transformers#deep-learning

thuml/Autoformer

Autoformer: A deep learning model for long-term time series forecasting, focused on developers building with AI tools.

2.4K
Experimental
Jupyter Notebook
LLM Frameworks
Inference
PyTorch
#time-series-forecasting#deep-learning#transformer

influxdata/kapacitor

Open-source framework for processing, monitoring, and alerting on time series data

2.4K
Active
Go
#time-series#streaming#real-time

RJT1990/pyflux

Open source time series library for Python, useful for statistical analysis and modeling.

2.1K
Archived
Python
Databases
ORMs & Query Builders
Python
#time-series#statistics#data-analysis

WenjieDu/PyPOTS

A Python toolkit for building machine/deep learning models on partially-observed time series data

2.0K
Active
Python
Machine Learning Ops
Databases
PyTorch
#time-series#anomaly-detection#forecasting

ContextLab/hypertools

A Python toolbox for gaining geometric insights into high-dimensional data, useful for vibe coders working with AI tools.

1.9K
Active
Python
Data Visualization
Data Wrangling
Python
#data-visualization#data-wrangling#high-dimensional-data

kwuking/TimeMixer

Official implementation of a decomposable multiscale mixing model for time series forecasting

1.9K
Stable
Python
Time Series Forecasting
Time Series
PyTorch
#time-series-analysis#forecasting#deep-learning

johannfaouzi/pyts

A Python package for time series classification, useful for developers working with time-series data.

1.9K
Experimental
Python
Time Series
Classification
#time-series#classification#machine-learning

Arturus/kaggle-web-traffic

A Kaggle competition solution for predicting web traffic using RNNs and time series analysis.

1.9K
Archived
Jupyter Notebook
Time Series
Databases
Jupyter Notebook
#time-series#rnn#seq2seq

raminmh/liquid_time_constant_networks

An open-source library for building Liquid Time-Constant Networks, a type of recurrent neural network for sequence modeling.

1.8K
Archived
Python
LLM Frameworks
API Frameworks
Python
#deep-learning#recurrent-neural-networks#sequence-modeling

cnosdb/cnosdb

A high-performance, highly available, and distributed time series database written in Rust.

1.7K
Stable
Rust
Databases
API Frameworks
#time-series#distributed-database#high-performance

lehaifeng/T-GCN

A Temporal Graph Convolutional Network for predicting urban traffic flow using time-series data.

1.7K
Stable
Jupyter Notebook
Computer Vision
#traffic-prediction#graph-convolutional-network#time-series-analysis

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