my-ml-projects

Personal ML projects - mostly to do with image analysis

svm-cancer-dataset

https://www.datacamp.com/community/tutorials/svm-classification-scikit-learn-python

cnn-airplane

https://towardsdatascience.com/step-by-step-r-cnn-implementation-from-scratch-in-python-e97101ccde55

Data: https://github.com/1297rohit/RCNN

Some background: https://www.analyticsvidhya.com/blog/2021/05/convolutional-neural-networks-cnn/

(16G RAM required to run.)

cnn-fashion-mnist

https://machinelearningmastery.com/how-to-develop-a-cnn-from-scratch-for-fashion-mnist-clothing-classification/

rbf-svm-parameters

https://scikit-learn.org/stable/auto_examples/svm/plot_rbf_parameters.html#sphx-glr-auto-examples-svm-plot-rbf-parameters-py

This example illustrates the effect of the parameters gamma and C of the Radial Basis Function (RBF) kernel SVM.

scikit-learn-perceptron

https://machinelearningmastery.com/perceptron-algorithm-for-classification-in-python/

An example of a binary classification task.