Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

Sparse logistic regression (SLR), which is widely used for classification and feature selection in many fields, such as neural networks, deep learning, and bioinformatics, is the classical logistic ...

python neural-network tensorflow numpy pandas logistic-regression numerical-analysis categorical-variables googlecollab Updated on May 28 HTML ...

We use logistic regression to model the block error rate (BLER) with the aim of maximizing the throughput while keeping the BLER below a predefined target. We also study the robustness of a suboptimal ...

python linear-regression scikit-learn machine-learning-algorithms ml pca gradient-descent decision-trees naive-bayes-algorithm svm-model linear-regression-models gradient-descent-algorithm ...