Jupyter Notebook Timeseries

Open-source Jupyter Notebook projects categorized as Timeseries

Top 7 Jupyter Notebook Timeseries Projects

  1. 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

  2. SaaSHub

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  3. fg-data-synthetic

    Synthetic data generators for tabular and time-series data

  4. TimeSynth

    A Multipurpose Library for Synthetic Time Series Generation in Python

  5. 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)

  6. Deep_XF

    Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

  7. time-series-streaming-analytics-template

    Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science

  8. SciTS

    A tool to benchmark Time-series databases

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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Index

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

# Project Stars
1 tsai 6,088
2 fg-data-synthetic 1,645
3 TimeSynth 382
4 tempo 342
5 Deep_XF 118
6 time-series-streaming-analytics-template 105
7 SciTS 13

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