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Top 384 time-series open source projects

Ml sagemaker studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Astgcn
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
Awesome Time Series
list of papers, code, and other resources
✭ 242
time-series
Lightkurve
A friendly package for Kepler & TESS time series analysis in Python.
Tdengine
An open-source big data platform designed and optimized for the Internet of Things (IoT).
Warp10 Platform
The Most Advanced Time Series Platform
Hawkular Metrics
Time Series Metrics Engine based on Cassandra
Sfa
Scalable Time Series Data Analytics
Snmpcollector
A full featured Generic SNMP data collector with Web Administration Interface for InfluxDB
Platform
Archived incubation repo for InfluxDB 2.0
Tsfel
An intuitive library to extract features from time series
Unsupervisedscalablerepresentationlearningtimeseries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
Tsfeatures
Time series features
Pyemma
🚂 Python API for Emma's Markov Model Algorithms 🚂
Taganomaly
Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
Auto ts
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
Mintpy
Miami InSAR time-series software in Python
Modeltime
Modeltime unlocks time series forecast models and machine learning in one framework
Xts
Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
Flot Downsample
Downsample plugin for Flot charts.
Dtwclust
R Package for Time Series Clustering Along with Optimizations for DTW
Loudml
Loud ML is the first open-source AI solution for ICT and IoT automation
Seriesnet
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
Tsaug
A Python package for time series augmentation
Tibbletime
Time-aware tibbles
Introduction To Time Series Forecasting Python
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
Kapacitor
Open source framework for processing, monitoring, and alerting on time series data
Timesynth
A Multipurpose Library for Synthetic Time Series Generation in Python
Kaggle Competition Favorita
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Timescaledb Docker
Release Docker builds of TimescaleDB
Sequitur
Library of autoencoders for sequential data
Kshape
Python implementation of k-Shape
Khiva
An open-source library of algorithms to analyse time series in GPU and CPU.
Influxdb.net
Cross-platform .NET library for InfluxDB distributed time-series database.
Motion Sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
Skits
scikit-learn-inspired time series
Celerite
Scalable 1D Gaussian Processes in C++, Python, and Julia
Pyflux
Open source time series library for Python
Java Timeseries
Time series analysis in Java
Pyfts
An open source library for Fuzzy Time Series in Python
Adaptive Alerting
Anomaly detection for streaming time series, featuring automated model selection.
Asap
ASAP: Prioritizing Attention via Time Series Smoothing
Vde
Variational Autoencoder for Dimensionality Reduction of Time-Series
Gorilla Tsc
Implementation of time series compression method from the Facebook's Gorilla paper
Hurst
Hurst exponent evaluation and R/S-analysis in Python
Anomaly detection tuto
Anomaly detection tutorial on univariate time series with an auto-encoder
Tscv
Time Series Cross-Validation -- an extension for scikit-learn
Sweep
Extending broom for time series forecasting
Friartuck
Live Quant Trading Framework for Robinhood, using IEX Trading and AlphaVantage for Free Prices.
1-60 of 384 time-series projects