Intro to Deep Learning by HSE

This repo contains programming assignments for now!!! Course is updated on August. This repo contains solutions to the new programming assignments too!!!

Week 1

Programming Assignment_1: - Linear Models & Optimization

Week 2

Programming Assignment_2_1: - MNIST digits Classification with TF

Programming Assignment_2_2: - Numpy NN (Honor)

Week 3

Programming Assignement_3_1: - Your first CNN on CIFAR-10

Programming Assignement_3_2: - fine-tuning Inception V3 for flowers Classification

Week 4

Programming Assignment_4_1: - Simple Autoencoders

programming Assignment_4_2; - Generative Adversarial Networks (Hohttps://github.com/AKASH2907/Introduction_to_Deep_Learning_Coursera/blob/master/Week_6_Final_PA/my_week6_final_project_image_captioning_clean.ipynbnors)

Week 5

Programming Assignment_5: - Generating Names with RNN

Week 6

Programming Assignment 6: - Final Project on Image Captioning