Jupyter Notebook time-series

Open-source Jupyter Notebook projects categorized as time-series

Top 23 Jupyter Notebook time-series Projects

time-series
  1. pycaret

    An open-source, low-code machine learning library in Python

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. tsfresh

    Automatic extraction of relevant features from time series:

  4. tsai

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

  5. Data-science

    Collection of useful data science topics along with articles, videos, and code (by CodeCutTech)

  6. nixtla

    TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

    Project mention: AI and Time Series Data: Harnessing the Power of Temporal Insights | dev.to | 2025-05-19

    AI techniques like Long Short-Term Memory (LSTM) networks and transformer-based architectures are now common in time series forecasting. Models like TimeGPT are trained on billions of data points, facilitating zero-shot prediction across multiple domains. In parallel, emerging blockchain-driven technologies enable the tokenization and monetization of time series datasets via Data NFTs, creating secure digital marketplaces for data.

  7. Getting-Things-Done-with-Pytorch

    Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

  8. alibi-detect

    Algorithms for outlier, adversarial and drift detection

  9. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

    Stream logo
  10. Autoformer

    About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  11. awesome-ai-ml-dl

    Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

    Project mention: Show HN: Llama 3.2 Interpretability with Sparse Autoencoders | news.ycombinator.com | 2024-11-21

    From https://news.ycombinator.com/item?id=34619013 :

    > /? awesome "explainable ai" https://www.google.com/search?q=awesome+%22explainable+ai%22

    - (Many other great resources)

    - https://github.com/neomatrix369/awesome-ai-ml-dl/blob/master... :

    > Post model-creation analysis, ML interpretation/explainability

    > /? awesome "explainable ai" "XAI"

  12. ydata-synthetic

    Synthetic data generators for tabular and time-series data

  13. fecon235

    Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

  14. uni2ts

    Unified Training of Universal Time Series Forecasting Transformers

  15. telemanom

    A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

  16. conformal-prediction

    Lightweight, useful implementation of conformal prediction on real data.

  17. Auto_TS

    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.

  18. stock-prediction-deep-neural-learning

    Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

  19. deltapy

    DeltaPy - Tabular Data Augmentation (by @firmai)

  20. Econometrics-With-Python

    Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

  21. TimeSynth

    A Multipurpose Library for Synthetic Time Series Generation in Python

  22. tempo

    API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation (by databrickslabs)

  23. okama

    Investment portfolio and stocks analyzing tools for Python with free historical data

  24. Time-Series-Transformer

    A data preprocessing package for time series data. Design for machine learning and deep learning.

  25. tsdownsample

    High-performance time series downsampling algorithms for visualization

  26. SaaSHub

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

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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).

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Jupyter Notebook time-series related posts

  • AI and Time Series Data: Harnessing Temporal Insights in a Digital Age

    4 projects | dev.to | 7 Apr 2025
  • Benchmarking foundation models for time series

    1 project | news.ycombinator.com | 29 May 2024
  • TimeGPT: Production Ready Time Series Foundation Model for Forecasting

    1 project | news.ycombinator.com | 8 May 2024
  • For deep learning practitioners in industry, is the workflow always this annoying? [D]

    1 project | /r/MachineLearning | 10 Jul 2023
  • Auto_TS: NEW Data - star count:558.0

    1 project | /r/algoprojects | 25 Mar 2023
  • Auto_TS: NEW Data - star count:558.0

    1 project | /r/algoprojects | 24 Mar 2023
  • Auto_TS: NEW Data - star count:558.0

    1 project | /r/algoprojects | 22 Mar 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 Jul 2025
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source time-series projects in Jupyter Notebook? This list will help you:

# Project Stars
1 pycaret 9,423
2 tsfresh 8,854
3 tsai 5,732
4 Data-science 4,112
5 nixtla 2,834
6 Getting-Things-Done-with-Pytorch 2,430
7 alibi-detect 2,406
8 Autoformer 2,218
9 awesome-ai-ml-dl 1,561
10 ydata-synthetic 1,558
11 fecon235 1,227
12 uni2ts 1,186
13 telemanom 1,097
14 conformal-prediction 914
15 Auto_TS 759
16 stock-prediction-deep-neural-learning 610
17 deltapy 547
18 Econometrics-With-Python 421
19 TimeSynth 364
20 tempo 325
21 okama 232
22 Time-Series-Transformer 218
23 tsdownsample 194

Sponsored
InfluxDB – Built for High-Performance Time Series Workloads
InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
www.influxdata.com