Paket: python3-tpot (0.11.7+dfsg-1)

[ Quellcode: tpot  ]

Automated Machine Learning tool built on top of scikit-learn

Consider TPOT your Data Science Assistant. TPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

TPOT will automate the most tedious part of machine learning by intelligently exploring thousands of possible pipelines to find the best one for your data.

Once TPOT is finished searching (or you get tired of waiting), it provides you with the Python code for the best pipeline it found so you can tinker with the pipeline from there.

TPOT is built on top of scikit-learn, so all of the code it generates should look familiar... if you're familiar with scikit-learn, anyway.

This package contains the Python 3.x version of TPOT.

Andere Pakete mit Bezug zu python3-tpot

• dep: python3

  Interaktive objektorientierte Hochsprache (Python3-Standardversion)

• dep: python3-deap (>= 1.2)

  Verteilte evolutionäre Algorithmen in Python3

• dep: python3-joblib (>= 0.13.2)

  tools to provide lightweight pipelining in Python

• dep: python3-numpy (>= 1.16.3)

  Schnelle Array-Einrichtung für die Sprache Python 3

• dep: python3-pandas (>= 0.24.2)

  data structures for "relational" or "labeled" data

• dep: python3-scipy (>= 1.3.1)

  Wissenschaftliche Werkzeuge für Python 3

• dep: python3-sklearn (>= 0.22)

  Python modules for machine learning and data mining - Python 3

• dep: python3-stopit (>= 1.1.1)

  Timeout control decorator and context manager for Python3

• dep: python3-tqdm (>= 4.36.1)

  fast, extensible progress bar for Python 3 and CLI tool

• dep: python3-xgboost (>= 0.90)

  Scalable and Flexible Gradient Boosting (Python3)

• rec: python3-dask

  Minimal task scheduling abstraction for Python 3

• rec: python3-distributed

  Dask Distributed computing for Python 3

• rec: python3-torch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

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