AITopics | softmax regression implementation

Collaborating Authors

softmax regression implementation

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

r/MachineLearning - [P] Softmax Regression implementation using NumPy

#artificialintelligenceJun-7-2020, 14:09:50 GMT

I implemented a Softmax Regression classifier using batch gradient descent and early stopping using just NumPy. I tried to follow Scikit-learn's interface approach where possible, with 2 methods available to the user: fit and predict, with options for various levels of regularization and various learning parameters (such as the step size). The ReadMe explains how to use it properly, and the Jupyter notebook demonstrates how to make predictions with it. Let me know what you think and if you've any feedback please share it, thanks:)

artificial intelligence, machine learning, softmax regression implementation, (2 more...)

#artificialintelligence

Industry: Media > News (0.40)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)

Add feedback