Python Timeseries

Open-source Python projects categorized as Timeseries | Edit details

Top 14 Python Timeseries Projects

  • arctic

    High performance datastore for time series and tick data

    Project mention: arctic: NEW Data - star count:2555.0 | reddit.com/r/algoprojects | 2022-01-21
  • neural_prophet

    NeuralProphet: A simple forecasting package

    Project mention: Time series analysis of Bitcoin price in Python with fbprophet ?! | dev.to | 2021-12-22
  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • tslearn

    A machine learning toolkit dedicated to time-series data

    Project mention: tslearn: NEW Data - star count:1977.0 | reddit.com/r/algoprojects | 2022-01-25
  • pytorch-forecasting

    Time series forecasting with PyTorch

    Project mention: When to go for an 'easy' time-series model vs. using a complex deep learning model (when having experience with the latter) | reddit.com/r/datascience | 2021-11-29

    I'm a data trainee at this organisation. I wrote my master thesis about using an event clustering mechanism to enrich an existing dataset to improve short-term demand predictions, using Pytorch Forecasting using the temporal fusion transformer component, and LightGBM (and compare the models with and w/o the event feature, so 4 runs in total).

  • ydata-synthetic

    Synthetic structured data generators

    Project mention: Synthetic time series data generation | reddit.com/r/pytorch | 2021-12-16

    Ydata synthetic is a library that includes a TimeGan to generate time series data. https://github.com/ydataai/ydata-synthetic

  • DeepADoTS

    Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

  • pystore

    Fast data store for Pandas time-series data

    Project mention: Roapi: An API Server for Static Datasets | news.ycombinator.com | 2021-10-08
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • timemachines

    Continuously evaluated, functional, incremental, time-series forecasting

    Project mention: Is Facebook's “Prophet” the Time-Series Messiah, or Just a Naughty Boy? | news.ycombinator.com | 2021-07-01

    I'll try to add notebook examples at https://www.microprediction.com/blog/popular-timeseries-pack... and get some pytorch-forecasting Elo ratings going. As an aside, anyone who wants to see a particular approach get rated is welcome to help! It amounts to creating a "skater" which is a simple functional form of forecasting.

  • stingray

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

    Project mention: Bispectrum Python | reddit.com/r/learnpython | 2021-05-12
  • Lime-For-Time

    Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

    Project mention: Understanding LSTM predictions | reddit.com/r/learnmachinelearning | 2021-04-24

    I haven't personally tried it, but here's a Github Repo called LIME for Time. I'm not sure about the state of attention visualization for timeseries but this repo has several models using attention.

  • kafka-crypto-questdb

    Using Kafka to track cryptocurrency price trends

    Project mention: Realtime Crypto Tracker with Kafka and QuestDB | dev.to | 2021-02-18

    If you would like to analyze different cryptocurrencies or extend the simple moving average example with a more complicated algorithm like relative strength index analysis, feel free to fork the repo on Github

  • Contra

    Contra is a lightweight, production ready Tensorflow alternative for solving time series prediction challenges with AI (by styvio)

    Project mention: Open source AI for stock market & time series prediction | reddit.com/r/wsbapes | 2021-12-23
  • dupi-lambda

    DUPI Streaming AWS Flow Log Monitor

    Project mention: Made an AWS lambda python function to enable an AWS monitoring system with live flow monitoring, alerting, reporting, graphing etc... | reddit.com/r/Python | 2021-08-01

    Check it out on GitHub.

  • TSIClient

    A python package to extract data from Azure Time Series Insights (TSI).

    Project mention: Hosting Python Packages in Azure DevOps | dev.to | 2021-08-31

    from setuptools import setup, find_packages with open('README.md') as f: long_description = f.read() setup( name = 'animalsounds', # How you named your package folder (TSIClient) packages = ['animalsounds'], # Chose the same as "name" version = '1.0.0', # Start with a small number and increase it with every change you make license='MIT', # Chose a license from here: https://help.github.com/articles/licensing-a-repository long_description=long_description, long_description_content_type='text/markdown', # This is important! author = 'Vivek Raja P S', # Type in your name author_email = '[email protected]', # Type in your E-Mail url = 'https://github.com/Vivek0712/azure-devops-pypackage', # Provide either the link to your github or to your website #download_url = 'https://github.com/RaaLabs/TSIClient/archive/v_0.7.tar.gz', # If you create releases through Github, then this is important keywords = ['Azure', 'DevOps', 'Python'], # Keywords that define your package best packages = find_packages("src", exclude=["test"]), classifiers=[ 'Development Status :: 3 - Alpha', # Chose either "3 - Alpha", "4 - Beta" or "5 - Production/Stable" as the current state of your package 'Intended Audience :: Developers', # Define that your audience are developers 'Topic :: Software Development :: Build Tools', 'License :: OSI Approved :: MIT License', # Again, pick a license 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.6', 'Programming Language :: Python :: 3.9', ], )

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-25.

Python Timeseries related posts

Index

What are some of the best open-source Timeseries projects in Python? This list will help you:

Project Stars
1 arctic 2,561
2 neural_prophet 2,023
3 tslearn 1,991
4 pytorch-forecasting 1,690
5 ydata-synthetic 573
6 DeepADoTS 417
7 pystore 396
8 timemachines 226
9 stingray 112
10 Lime-For-Time 62
11 kafka-crypto-questdb 31
12 Contra 10
13 dupi-lambda 4
14 TSIClient 3
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