datascience
Kats
datascience | Kats | |
---|---|---|
4 | 79 | |
4,071 | 4,761 | |
- | 0.8% | |
8.3 | 8.0 | |
22 days ago | 3 days ago | |
Python | ||
Creative Commons Zero v1.0 Universal | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
datascience
- Datasciene Libraries for Python
- Datascience Libraries for Python
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Good resources for learning ML with time series in Python? Some links I've found, but looking for canonical resources.
This GitHub repo maintains a good list of resources. Check out the "Time Series" section. https://github.com/r0f1/datascience
- Opinionated List of Data Science Libraries for Python
Kats
What are some alternatives?
Mage - 🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
darts - A python library for user-friendly forecasting and anomaly detection on time series.
mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
neural_prophet - NeuralProphet: A simple forecasting package
machine-learning-for-software-engineers - A complete daily plan for studying to become a machine learning engineer.
sktime - A unified framework for machine learning with time series
awesome-bigdata - A curated list of awesome big data frameworks, ressources and other awesomeness.
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
mlreef - The collaboration workspace for Machine Learning
catch22 - catch22: CAnonical Time-series CHaracteristics
tablespoon - 🥄✨Time-series Benchmark methods that are Simple and Probabilistic