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* [Little Ball of Fur](https://github.com/benedekrozemberczki/littleballoffur) - A library for sampling graph structured data.
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* [causalml](https://github.com/uber/causalml) - Uplift modeling and causal inference with machine learning algorithms. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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### Time Series
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* [sktime](https://github.com/alan-turing-institute/sktime) - A unified framework for machine learning with time series. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [tslearn](https://github.com/rtavenar/tslearn) - Machine learning toolkit dedicated to time-series data. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [tick](https://github.com/X-DataInitiative/tick) - Module for statistical learning, with a particular emphasis on time-dependent modelling. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [Prophet](https://github.com/facebook/prophet) - Automatic Forecasting Procedure.
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* [PyFlux](https://github.com/RJT1990/pyflux) - Open source time series library for Python.
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* [bayesloop](https://github.com/christophmark/bayesloop) - Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
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* [luminol](https://github.com/linkedin/luminol) - Anomaly Detection and Correlation library.
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* [dateutil](https://dateutil.readthedocs.io/en/stable/) - Powerful extensions to the standard datetime module
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* [maya](https://github.com/timofurrer/maya) - makes it very easy to parse a string and for changing timezones
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### Automated Machine Learning
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* [TPOT](https://github.com/rhiever/tpot) - Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [auto-sklearn](https://github.com/automl/auto-sklearn) - An automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [Talos](https://github.com/autonomio/talos) - Hyperparameter Optimization for Keras Models.
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* [nlopt](https://github.com/stevengj/nlopt) - Library for nonlinear optimization (global and local, constrained or unconstrained).
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### Time Series
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* [sktime](https://github.com/alan-turing-institute/sktime) - A unified framework for machine learning with time series. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [tslearn](https://github.com/rtavenar/tslearn) - Machine learning toolkit dedicated to time-series data. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [tick](https://github.com/X-DataInitiative/tick) - Module for statistical learning, with a particular emphasis on time-dependent modelling. <img height="20" src="img/sklearn_big.png" alt="sklearn">
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* [Prophet](https://github.com/facebook/prophet) - Automatic Forecasting Procedure.
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* [PyFlux](https://github.com/RJT1990/pyflux) - Open source time series library for Python.
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* [bayesloop](https://github.com/christophmark/bayesloop) - Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
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* [luminol](https://github.com/linkedin/luminol) - Anomaly Detection and Correlation library.
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* [dateutil](https://dateutil.readthedocs.io/en/stable/) - Powerful extensions to the standard datetime module
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* [maya](https://github.com/timofurrer/maya) - makes it very easy to parse a string and for changing timezones
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## Natural Language Processing
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* [NLTK](https://github.com/nltk/nltk) - Modules, data sets, and tutorials supporting research and development in Natural Language Processing.
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* [CLTK](https://github.com/cltk/cltk) - The Classical Language Toolkik.
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* [flair](https://github.com/zalandoresearch/flair) - Very simple framework for state-of-the-art NLP.
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* [spaCy](https://spacy.io/) - Industrial-Strength Natural Language Processing.
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## Computer Audition
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* [librosa](https://github.com/librosa/librosa) - Python library for audio and music analysis.
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* [Yaafe](https://github.com/Yaafe/Yaafe) - Audio features extraction.

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