Pytorch Projects

This repository contains the machine learning projects implemented with Pytorch.

1. Pytorch Tutorials

1. Tensor Tutorials.
2. Gradient Tutorials
3. Linear Regression.
4. Logistic Regression on MNIST dataset (GPU version).
5. Feedforward Neural Network on MNIST dataset (GPU version).
6. Convolutional Neural Network on MNIST dataset(GPU version).
7. Recurrent Neural Network on MNIST dataset(GPU version).
8. LSTM Network on MNIST dataset(GPU version).

Model Saving and Loading:

1. Saving and loading model in pytorch

2. Computer Vision Projects

2.1 Image Classification

• Gender Classification

2.2 Generative Models

• Vanilla GAN
• Deep Convolutional GAN
• Neural Style Transfer

3. Natural Language Processing Projects

• Emojify
• Word Analogy and Debiasing