|
66 | 66 | * [Little Ball of Fur](https://github.com/benedekrozemberczki/littleballoffur) - A library for sampling graph structured data.
|
67 | 67 | * [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">
|
68 | 68 |
|
69 |
| -### Time Series |
70 |
| -* [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"> |
71 |
| -* [tslearn](https://github.com/rtavenar/tslearn) - Machine learning toolkit dedicated to time-series data. <img height="20" src="img/sklearn_big.png" alt="sklearn"> |
72 |
| -* [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"> |
73 |
| -* [Prophet](https://github.com/facebook/prophet) - Automatic Forecasting Procedure. |
74 |
| -* [PyFlux](https://github.com/RJT1990/pyflux) - Open source time series library for Python. |
75 |
| -* [bayesloop](https://github.com/christophmark/bayesloop) - Probabilistic programming framework that facilitates objective model selection for time-varying parameter models. |
76 |
| -* [luminol](https://github.com/linkedin/luminol) - Anomaly Detection and Correlation library. |
77 |
| -* [dateutil](https://dateutil.readthedocs.io/en/stable/) - Powerful extensions to the standard datetime module |
78 |
| -* [maya](https://github.com/timofurrer/maya) - makes it very easy to parse a string and for changing timezones |
79 |
| - |
80 | 69 | ### Automated Machine Learning
|
81 | 70 | * [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">
|
82 | 71 | * [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">
|
|
362 | 351 | * [Talos](https://github.com/autonomio/talos) - Hyperparameter Optimization for Keras Models.
|
363 | 352 | * [nlopt](https://github.com/stevengj/nlopt) - Library for nonlinear optimization (global and local, constrained or unconstrained).
|
364 | 353 |
|
| 354 | +### Time Series |
| 355 | +* [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"> |
| 356 | +* [tslearn](https://github.com/rtavenar/tslearn) - Machine learning toolkit dedicated to time-series data. <img height="20" src="img/sklearn_big.png" alt="sklearn"> |
| 357 | +* [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"> |
| 358 | +* [Prophet](https://github.com/facebook/prophet) - Automatic Forecasting Procedure. |
| 359 | +* [PyFlux](https://github.com/RJT1990/pyflux) - Open source time series library for Python. |
| 360 | +* [bayesloop](https://github.com/christophmark/bayesloop) - Probabilistic programming framework that facilitates objective model selection for time-varying parameter models. |
| 361 | +* [luminol](https://github.com/linkedin/luminol) - Anomaly Detection and Correlation library. |
| 362 | +* [dateutil](https://dateutil.readthedocs.io/en/stable/) - Powerful extensions to the standard datetime module |
| 363 | +* [maya](https://github.com/timofurrer/maya) - makes it very easy to parse a string and for changing timezones |
| 364 | + |
365 | 365 | ## Natural Language Processing
|
366 | 366 | * [NLTK](https://github.com/nltk/nltk) - Modules, data sets, and tutorials supporting research and development in Natural Language Processing.
|
367 | 367 | * [CLTK](https://github.com/cltk/cltk) - The Classical Language Toolkik.
|
|
373 | 373 | * [flair](https://github.com/zalandoresearch/flair) - Very simple framework for state-of-the-art NLP.
|
374 | 374 | * [spaCy](https://spacy.io/) - Industrial-Strength Natural Language Processing.
|
375 | 375 |
|
376 |
| - |
377 | 376 | ## Computer Audition
|
378 | 377 | * [librosa](https://github.com/librosa/librosa) - Python library for audio and music analysis.
|
379 | 378 | * [Yaafe](https://github.com/Yaafe/Yaafe) - Audio features extraction.
|
|
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