Shubham Chandel

pytorch-summary. Model summary in PyTorch similar to `model.summary()` in Keras

pytorch-vae. A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

pytorch-mdn. Mixture Density Networks (MDN) implemented in PyTorch

cnn-face-recognition. Facial Keypoints Detection & Recognition

deep-rl-quadcopter. Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

cnn-colorize. CNN Model to Colorize Grayscale Images

curiosity-is-all-you-need. PyTorch implementation of Curiosity Is All You Need

dl-papernotes. Summaries and notes on Deep Learning research papers

conservative-two-phase-locking. Concurrency control method

dcgan. A PyTorch implementation of "Deep Convolutional Generative Adversarial Networks" with Multiple Discriminator.

dqn-flappybird. Deep Q-Learning trained to play Flappy Bird

neural-machine-translation. PyTorch Neural Machine Translation

deep-learning. Repo for the Deep Learning Nanodegree Foundations program.

examples. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

cnn-localization. Object Detection and Localization finetuning a Classification Model

cognitive-language-learning. Using Language Models to study cognitive understanding of language learning

cnn-learn. Implementation of building blocks to Convolutional Neural Network. Exercises and solution to Andrej Karpathy's Deep Learning course.

continuous-control. HTML

ML-From-Scratch. Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining techniques to Deep Learning.

ur-submission-requests. Udacity reviewer submission requests details

gan-pytorch. Generative Adversarial Networks (GANs) in PyTorch