With the help of machine learning systems, we can examine data, learn from that data and make decisions. Machine learning involves algorithms.

There are several Machine Learning Software that is available in the market. Enlisted below are the most popular ones among them.

Machine Learning Software Tools

Scikit-learn is for machine learning development in python. It provides a library for the Python programming language.

1. Scikit-learn

PyTorch is a Torch based, Python machine learning library. The torch is a Lua based computing framework, scripting language.

2. PyTorch

TensorFlow provides a JavaScript library that helps in machine learning. APIs will help you to build and train the models.

3. TensorFlow

Keras is an API for neural networks. It helps in doing quick research and is written in Python.

4. Keras

Rapid Miner provides a platform for machine learning, deep learning, data preparation, text mining, and predictive analytics.

5. Rapid Miner

WEKA is all about making data mining easy. Even if you’re not a computer whiz, you can use WEKA to uncover the secrets in your data.


KNIME is a tool for data analytics, reporting and integration platform. Using the data pipelining concept.


Selection of the tool depends on your requirement for the algorithm, your expertise level, and the price of the tool.