April 21, 2018

10 Selection Python Machine Learning Library

Machine Learning

The branch of computer science in which such algorithms are designed that can learn is known as machine learning.
The experience learned from the tasks will improve overall learning to such an extent that it will become automatic and humans will not have to interfere or control the tasks.

Basic tasks in Machine learning are:

concept learning
function learning
predictive modeling
clustering
finding predictive patterns

Python Machine Learning

Neural networks and machine learning has been one of the hottest tech topics in tech in the past few years or so. Voice recognition, image recognition, music composition and a lot more make machine learning a fascinating subject. Here is a list of some of the best Python machine learning libraries.

1. TensorFlow

TensorFlow is a high-level neural network library.
It helps you to program your network architectures while avoiding the low-level details. It allows you to express your computation as a data flow graph. It is written in C++. It includes Python bindings.
It has a flexible architecture.

2. Scikit-learn

Scikit-learn library is one of the popular ML libraries out there.
It has several features for data mining and data analysis.
This makes it an excellent choice for researchers and developers.

3. Theano

Theano is a machine learning library. Theano gives you the ability to define, then further optimize, and evaluate mathematical expressions that involve multi-dimensional arrays. This can be a point of frustration for some developers who use other libraries.

4. Pylearn2

Pylearn2 has a pretty solid base.
Pylearn2 provides great flexibility.
It makes it possible for a researcher to do anything.

5. Pyevolve

Pyevolveis a machine learning library that provides the developer with an amazing framework for building and executing genetic algorithm.

6. NuPIC

NuPIC provides quite a different functionality than the normal and standard ML algorithms.
It is based on a theory of the neocortex which is called the Hierarchical Temporal Memory.