Machine Learning

Libraries#

Since Python is dominant in this space, these are all Python libraries unless otherwise specified.

ML#

• tensorflow
• pytorch
• scikitlearn

Math#

• numpy
• Pandas

Visualization#

• matplotlib
• plotly.py
• plotly.js (JS)

Tools#

• Marimo
• List of neural network visualizers

Types#

There are four types of machine learning algorithms:

• supervised
• semi-supervised
• unsupervised
• reinforcement