Top 23 time-series-analysis Open-Source Projects

• anomaly-detection-resources

  98 7,911 4.6 Python

  Anomaly detection related books, papers, videos, and toolboxes

Project mention: anomaly-detection-resources: NEW Extended Research - star count:7507.0 | /r/algoprojects | 2023-10-24

• sktime

  8 7,430 9.8 Python

  A unified framework for machine learning with time series

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• tsai

  4 4,730 7.4 Jupyter Notebook

  Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  

Project mention: Aeon: A unified framework for machine learning with time series | news.ycombinator.com | 2023-06-22

Also https://github.com/timeseriesAI/tsai

• stumpy

  6 2,998 7.9 Python

  STUMPY is a powerful and scalable Python library for modern time series analysis

  

Project mention: Stumpy: Matrix profile time series analysis | news.ycombinator.com | 2024-03-03

• tslearn

  51 2,796 6.9 Python

  The machine learning toolkit for time series analysis in Python

  

• flow-forecast

  13 1,912 9.5 Python

  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

  

• tods

  3 1,299 3.1 Python

  TODS: An Automated Time-series Outlier Detection System

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• AlphaPy

  25 1,055 6.7 Python

  Python AutoML for Trading Systems and Sports Betting

  

Project mention: AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though | /r/algoprojects | 2023-12-10

• aeon

  4 815 9.8 Python

  A toolkit for machine learning from time series

  

Project mention: FLaNK 15 Jan 2024 | dev.to | 2024-01-15

• Time-LLM

  1 781 7.3 Python

  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Project mention: karpathy/llm.c | news.ycombinator.com | 2024-04-08

Yes general LLM models can be used for time series forecasting:

https://github.com/KimMeen/Time-LLM

• deeptime

  7 702 2.2 Python

  Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

  

• PyPOTS

  50 683 9.6 Python

  A Python toolbox/library for reality-centric machine/deep learning and data mining on partially-observed time series with PyTorch, including SOTA neural network models for science analysis tasks of imputation, classification, clustering, forecasting & anomaly detection on incomplete (irregularly-sampled) multivariate TS with NaN missing values

Project mention: Missing values in time series collected from the real world are common to see and very pesky. A new state-of-the-art and fast neural network called SAITS is proposed to impute missing data in partially-observed multivariate time series. The code is open source on GitHub. | /r/datascience | 2023-06-28

Oh, wow, thanks for sharing it here! PyPOTS still has a long way to go, and I'm making it better. If you have any suggestions for PyPOTS, please let me know. Your feedback is always welcome and means a lot to the community of PyPOTS! If you like PyPOTS, please star 🌟 PyPOTS repo on GitHub and share it with people you know who may need it to help others notice this helpful work. Thank you very much!

• Auto_TS

  6 674 6.8 Jupyter Notebook

  Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

• InceptionTime

  2 605 3.1 Python

  InceptionTime: Finding AlexNet for Time Series Classification

• atspy

  1 506 0.0 Python

  AtsPy: Automated Time Series Models in Python (by @firmai)

• modeltime

  5 501 8.4 R

  Modeltime unlocks time series forecast models and machine learning in one framework

  

• awesome-time-series

  28 473 5.3

  Resources for working with time series and sequence data

Project mention: awesome-time-series: NEW Data - star count:366.0 | /r/algoprojects | 2023-08-12

• timemachines

  10 381 3.3 Python

  Predict time-series with one line of code.

• matrixprofile

  7 356 0.0 Python

  A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

  

• scikit-hts

  0 219 1.4 Python

  Hierarchical Time Series Forecasting with a familiar API

• automating-technical-analysis

  2 218 5.5 Python

  Using data analytics of popular trading strategies and indicators, to identify best trading actions based solely on the price action.

Project mention: automating-technical-analysis: NEW Data - star count:117.0 | /r/algoprojects | 2023-06-05

• empirical-lang

  6 167 1.8 C++

  A language for time-series analysis

  

• stingray

  1 162 9.8 Python

  Anything can happen in the next half hour (including spectral timing made easy)!

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

time-series-analysis related posts

• Stumpy: Matrix profile time series analysis

  1 project | news.ycombinator.com | 3 Mar 2024

• anomaly-detection-resources: NEW Extended Research - star count:7507.0

  1 project | /r/algoprojects | 24 Oct 2023

• anomaly-detection-resources: NEW Extended Research - star count:7507.0

  1 project | /r/algoprojects | 22 Oct 2023

• anomaly-detection-resources: NEW Extended Research - star count:7507.0

  1 project | /r/algoprojects | 21 Oct 2023

• anomaly-detection-resources: NEW Extended Research - star count:7323.0

  1 project | /r/algoprojects | 12 Aug 2023

• awesome-time-series: NEW Data - star count:366.0

  1 project | /r/algoprojects | 12 Aug 2023

• anomaly-detection-resources: NEW Extended Research - star count:7323.0

  1 project | /r/algoprojects | 11 Aug 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 13 May 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com