Python Timeseries

Open-source Python projects categorized as Timeseries
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Topics: #time-series #Machine Learning #Python #Deep Learning #Pytorch
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Top 21 Python Timeseries Projects

  • gluonts

    Probabilistic time series modeling in Python

    Project mention: gluonts VS darts - a user suggested alternative | libhunt.com/r/gluonts | 2023-04-13

  • arctic

    High performance datastore for time series and tick data

    Project mention: arctic: NEW Data - star count:2864.0 | reddit.com/r/algoprojects | 2023-01-14

  • CodiumAI

    TestGPT | Generating meaningful tests for busy devs. Get non-trivial tests (and trivial, too!) suggested right inside your IDE, so you can code smart, create more value, and stay confident when you push.

  • neural_prophet

    NeuralProphet: A simple forecasting package

  • pytorch-forecasting

    Time series forecasting with PyTorch

    Project mention: Pytorch Lstm | reddit.com/r/pytorch | 2023-04-05

    Source: Conversation with Bing, 4/5/2023 (1) jdb78/pytorch-forecasting: Time series forecasting with PyTorch - GitHub. https://github.com/jdb78/pytorch-forecasting. (2) Time Series Prediction with LSTM Using PyTorch - Colaboratory. https://colab.research.google.com/github/dlmacedo/starter-academic/blob/master/content/courses/deeplearning/notebooks/pytorch/Time_Series_Prediction_with_LSTM_Using_PyTorch.ipynb. (3) time-series-classification · GitHub Topics · GitHub. https://github.com/topics/time-series-classification. (4) PyTorch: Dataloader for time series task - Stack Overflow. https://stackoverflow.com/questions/57893415/pytorch-dataloader-for-time-series-task.

  • tslearn

    A machine learning toolkit dedicated to time-series data

    Project mention: tslearn: NEW Data - star count:2325.0 | reddit.com/r/algoprojects | 2022-12-31

  • deepdow

    Portfolio optimization with deep learning.

    Project mention: DeepDow: Portfolio optimization with deep learning. Portfolio Selection and Optimisation - star count:613.0 | reddit.com/r/algoprojects | 2022-11-05

  • DeepADoTS

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

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • pystore

    Fast data store for Pandas time-series data

  • timemachines

    Predict time-series with one line of code.

    Project mention: So, You Recommended a Python Time-Series Package … Now What? | reddit.com/r/Python | 2023-03-29

    Good question. Tried filing a feature request or discussion on their repo? Or one idea would be to chase prophet's residuals, somewhat similar to this: https://github.com/microprediction/timemachines/blob/main/timemachines/skaters/proph/prophskaterscomposed.py

  • plotille

    Plot in the terminal using braille dots.

    Project mention: A command line tool that draw plots on the terminal | news.ycombinator.com | 2023-01-12

    Check out plotille: https://github.com/tammoippen/plotille

  • DoppelGANger

    [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

    Project mention: DoppelGANger: NEW Data - star count:187.0 | reddit.com/r/algoprojects | 2022-09-10

  • Stocks-Pattern-Analyzer

    This tool should help discover different patterns based on similarity measures in historical (financial) data

    Project mention: Stocks-Pattern-Analyzer: NEW Data - star count:170.0 | reddit.com/r/algoprojects | 2023-01-28

  • stingray

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

  • NitroFE

    NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

  • Lime-For-Time

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

  • kafka-crypto-questdb

    Using Kafka to track cryptocurrency price trends

  • bytehub

    ByteHub: making feature stores simple

    Project mention: [D] Your 🫵 Preferred Feature Stores? | reddit.com/r/datascience | 2022-07-03

  • DearBagPlayer

    DearBagPlayer is a flexible rosbag player based on Dear PyGui in Python.

  • Contra

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

  • TSIClient

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

  • dupi-lambda

    DUPI Streaming AWS Flow Log Monitor

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

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 2023-04-13.

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 gluonts 3,570
2 arctic 2,977
3 neural_prophet 2,953
4 pytorch-forecasting 2,849
5 tslearn 2,493
6 deepdow 688
7 DeepADoTS 502
8 pystore 492
9 timemachines 366
10 plotille 234
11 DoppelGANger 224
12 Stocks-Pattern-Analyzer 182
13 stingray 143
14 NitroFE 104
15 Lime-For-Time 83
16 kafka-crypto-questdb 55
17 bytehub 51
18 DearBagPlayer 34
19 Contra 14
20 TSIClient 6
21 dupi-lambda 4

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