Dev tools · alternatives · 2026

24 alternatives to PyPOTS

a Python lib for data mining on PartiallyObserved TimeSeries

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. PyPOTS launched in 2023; newer entries below may have overtaken it.

1. 1
   Pygooglenews – Python library for advanced Google News data mining▲165

   If Google News had a Python library. Contribute to kotartemiy/pygooglenews development by creating an account on GitHub.

   2020 · github.com · its alternatives →

2. 2
   TensorFlow 1.0▲823

   Open-source machine learning library by Google

   2017 · tensorflow.org · its alternatives →

3. 3
   ADTK – new Python library for time series anomaly detection▲67

   A Python toolkit for rule-based/unsupervised anomaly detection in time series - arundo/adtk

   2019 · github.com · its alternatives →

4. 4
   Python Machine Learning – A Crash Course▲350

   :speech_balloon: Machine Learning Course with Python: - GitHub - instillai/machine-learning-course: :speech_balloon: Machine Learning Course with Python:

   2019 · github.com · its alternatives →

5. 5
   Matrixprofile-ts – A Python library for timeseries motifs and discords▲95

   A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile - target/matrixprofile-ts

   2019 · github.com · its alternatives →

6. 6
   Gradient°▲191

   Deep learning platform built for developers

   2018 · paperspace.com · its alternatives →

7. 7
   Py-spy – A new sampling profiler for Python programs▲286

   Sampling profiler for Python programs. Contribute to benfred/py-spy development by creating an account on GitHub.

   2018 · github.com · its alternatives →

8. 8
   Pydb – a lightweight database with Python syntax queries, using ZeroMQ▲130

   A lightweight database with Python syntax queries, using ZeroMQ - asrp/pyzdb

   2017 · github.com · its alternatives →

9. 9
   uPlot.js – An exceptionally fast, tiny time series chart▲260

   📈 A small, fast chart for time series, lines, areas, ohlc & bars - leeoniya/uPlot

   2019 · github.com · its alternatives →

10. 10
    Python SDK – forecasting with foundation time-series and tabular models▲43

    We’ve built a Python SDK for running inference on foundation models designed for time-series and tabular data. They are new SOTA models for time-series and tabular tasks and work out of the box. They do not require model training or feature engineering. The link to the GitHub repository is: https://github.com/S-FM/faim-python-client

    Dec 2025 · github.com · its alternatives →

11. 11
    Pythagora - automated integration tests▲141

    Save 30% of dev time - generate tests without writing code

    2023 · github.com · its alternatives →

12. 12
    Python for Data Analysis▲72

    Pandas is the most common python library for data analytics

    2016 · amazon.com · its alternatives →

13. 13
    Python Machine Learning▲80

    Learning machine learning has never been easier

    2017 · amazon.com · its alternatives →

14. 14UA
    Unplugg: An automated Forecasting API for timeseries data▲100

    2017 · unplu.gg · its alternatives →

15. 15
    Comgra: A library for debugging and understanding neural networks▲66

    I'm a machine learning engineer and researcher. I got fed up with how difficult it is to understand why neural networks behave the way they do, so i wrote a library to help with it. Comgra (computation graph analysis) is a library you can use with pytorch to extract all the tensor data you care about and visualize it graphically in a browser. This allows for a much more detailed analysis of what is happening than the usual approach of using tensorboard. You can go investigate tensors as training proceeds, drill down into individual neurons, inspect single data sets that are of special…

    2023 · github.com · its alternatives →

16. 16
    Marple▲86

    Hi HN! I’m Nero from Marple, and we build time series tooling for Aerospace & Automotive. In 2020, we launched our first product: a sort of Grafana on steroids designed for high performance analysis. After integrating with a lot of different TS databases, we kept running into their design limits when trying to deliver the best performance & UX to our users. That’s why we are launching Marple DB today (https://www.marpledata.com/marple-db). Marple DB transforms measurements files (CSV, MAT, HDF5, TDMS, …) into a queryable lakehouse. We designed for extreme ingestion…

    2022 · marpledata.com · its alternatives →

17. 17
    Machine Learning on Spatiotemporal Data – PyTorch Geometric Temporal▲10

    PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021) - benedekrozemberczki/pytorch_geometric_temporal

    2021 · github.com · its alternatives →

18. 18BA
    Bamboolib – A GUI for Pandas (Python Data Science)▲119

    2019 · bamboolib.com · its alternatives →

19. 19
    TensorFlow 1.0▲80

    Open-source machine learning library by Google

    2018 · tensorflow.org · its alternatives →

20. 20
    GreptimeDB▲72

    Open-source database for large-scale time-series data

    2022 · greptime.com · its alternatives →

21. 21
    Fast Rolling Quantiles for Python▲79

    Blazing fast, composable, Pythonic quantile filters. - marmarelis/rolling-quantiles

    2021 · github.com · its alternatives →

22. 22
    Pyexperiment▲49

    Run experiments with Python - quick and clean. Contribute to duerrp/pyexperiment development by creating an account on GitHub.

    2015 · github.com · its alternatives →

23. 23
    Data Science from Scratch▲76

    Data Science and Python, starting at zero

    2015 · joelgrus.com · its alternatives →

24. 24EP
    Epipy – Python tools for epidemiology▲28

    2014 · cmrivers.github.io · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →