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Visual Machine Learning
👀This application has been created to help people to visually understand how machine learning works.
full-stack tensorflow-js linear-regression vue-js
Peak Engines
Build warped linear regression models in Python when your model has a non-normal error distribution.
linear-regression non-normal warped-linear-regression peak-engines
Linear Regression - Machine Learning Glossary
Brief visual explanations of linear regression with diagrams, code examples and links to resources for learning more.
linear-regression regression tutorial article
Programming Probabilistically
A book on data science and machine learning with a foundation in applied statistics leading into deep learning.
machine-learning neural-networks linear-regression linear-discriminant-analysis
Machine Learning Tutorials
Creating organized tutorials for some of the machine learning concepts.
neural-networks convolutional-neural-networks logistic-regression linear-regression
Beginner’s Guide to Linear Regression with cuML
Break down of simple & multiple linear regression and how to easily implement both in Python with RAPIDS AI’s cuML
linear-regression data-science python rapids
Optimize Ridge Regression Regularizers
Use an optimizer to efficiently find the parameters that maximize ridge regression's performance on a leave-one-out or generalized cross-validation
linear-regression ridge-regression cross-validation regularization
Core Machine Learning Implementations
This repo contains mathematical derivations and python implementations in numpy for key machine learning algorithms
linear-regression logistic-regression neural-networks k-nearest-neighbors
Examples for all the different utilities within scikit-learn.
scikit-learn naive-bayes linear-regression logistic-regression
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