ML_induction_DhruvSharma

This repository Contains 3 pdfs for 3 theoritical tasks of ML induction and two python codes for gaussian processes implementation and vanilla autoencoder.

1. Imagenet paper review by Dhruv is a research paper review of 'ImageNet Classification with Deep Convolutional Neural Networks, Krizhevsky et al., 2012' paper.
2. Model Selection is a pdf file for selecting model for four different problems.
3. Mathematics problem pdf contains solution to Gaussian processes question of finding a surrogate function.
4. Codes- Vanilla.py(Contains code for vanilla autoencoder) and Gaussian.py (Contains code for gaussian processes implementation).