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PYBRAIN Machine Learning library

Feb 12, 2021 #Machine Learning, #ML, #Python, 987 Views
Library developed for Machine Learning with Python

PYBRAIN Machine Learning  library

Introduction

PyBrain is a particular Machine Learning Library for Python. It will probably offer versatile, easy-to-use yet as yet astonishing counts for Machine Learning Tasks and a grouping of predefined conditions to test and break down your computations.

PyBrain is short for Python-Based Reinforcement Learning, Artificial Intelligence, and Neural Network Library. Honestly, we thought about the name first and later sorted out this illuminating "Backronym".

While there are a couple of ML libraries out there, PyBrain plans to be a simple to-utilize measured library that can be utilized by section level understudies yet at the same time offers the adaptability and calculations for cutting edge research. We are continually chipping away at more and quicker calculations, growing new conditions, and improving ease of use.

PyBrain, as its worked out name as of now proposes, contains computations for neural associations, for help learning (and the mix of the two), for solo learning, and advancement. Since most of the recent concerns oversee diligent state and action spaces, work approximators (like neural associations) ought to be used to adjust to the immense dimensionality. Our library is worked around neural associations in the piece and the sum of the readiness procedures recognize a neural association as the to-be-readied case. This makes PyBrain a vital resource for authentic endeavors.

Prerequisites

  • Prior to continuing with this instructional exercise, you ought to have an essential comprehension of Python and Machine Learning.
  • Secondly installed python3.

Installation

Now that we have installed Python, we are going to install Pybrain. Clone my brain repository as shown below –

git clone git://github.com/pybrain/pybrain.git

C:\pybrain>git clone git://github.com/pybrain/pybrain.git

Cloning into 'pybrain'...

remote: Enumerating objects: 2, done.

remote: Counting objects: 100% (2/2), done.

remote: Compressing objects: 100% (2/2), done.

remote: Total 12177 (delta 0), reused 0 (delta 0), pack-reused 12175

Receiving objects: 100% (12177/12177), 13.29 MiB | 510.00 KiB/s, done.

Resolving deltas: 100% (8506/8506), done.

Now perform cd my brain and run the following command –

python setup.py install

This command will install pybrain on your system.                                                                                                                                      

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