bias-variance-trade

There are 0 repository under bias-variance-trade topic.

mdl-complexity
csinva / mdl-complexity
MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".
complexity linear-models linear-regression machine-learning ai statistics linear-regression-models artificial-intelligence mdl minimum-description-length double-descent mean-squared-error bias-variance-tradeoff bias-variance-trade ridge-regression model-selection information-theory
Language:Jupyter Notebook 17
Saket-Kr / ML-Prep
A repo holding the implementation as well as some theoretical explanation of the important relevant concepts. It is going to be in development for a long long time. I'll keep adding things everytime I have something to add to it, and I have the time for it. One can use it to learn the basics of Machine Learning from kind of scratch.
reinforcement-learning-algorithms supervised-machine-learning unsupervised-machine-learning linear-regression logistic-regression-algorithm logistic-regression linear regression gradient-descent bias-variance-trade variance mini-batch bias recall recall-precision learning-algorithms
Language:Jupyter Notebook 5