datafold processes high-dimensional data (point clouds or time series) to learn hidden geometric structures.

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License: MIT License (MIT)

Author: datafold development team

Tags machine learning, dynamical system, data-driven, time series, time series regression, time series forecasting, manifold learning

Requires: Python >=3.6

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Project description

datafold is a Python package consisting of data-driven algorithms with mani*fold* assumption. That is to process high-dimensional data (including time series) that lie on an (unknown) manifold with intrinsic lower-dimension.

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Avatar for danhm from gravatar.com danhm Avatar for feldie from gravatar.com feldie

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License: MIT License (MIT)

Author: datafold development team

Tags machine learning, dynamical system, data-driven, time series, time series regression, time series forecasting, manifold learning

Requires: Python >=3.6

Classifiers

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2.0.1

2.0.0

1.1.6

1.1.5

1.1.4

1.1.3

1.1.2

1.1.1

1.1.0 yanked

Reason this release was yanked:

misconfigured dependency in setup.py

1.0.2

1.0.1

This version

1.0.0

0.1.1

0.1

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