ML-CSE574

Repo for course assignments of the Machine Learning course at the University at Buffalo under Dr. Sargur Srihari

Python3, SciKit-learn, Pandas, NumPy, SciPy, Keras+TensorFlow and a tiny bit of Bash and Seaborn

The folders correspond to the following projects:

1. Statistics for a small dataset: Mean, Variance, Log-Likelihood etc.
2. Gradient Descent on the LeToR dataset.
3. Logistic Regression, Single Layer Perceptron and Convolutional Neural Network to classify handwritten digits from the USPS dataset after training on MNIST.
4. CNN for classification on the CelebA dataset.