praritagarwal

autoencoder

Create linear, convolutional and denoising autoencoders

battle-city

Remake of Battle City on Python

Character-level-RNN-in-Keras

Train GRU and LSTM based RNNs to generate complete words/sentences one character at a time.

computer-vision-segmentation

Implementing the U-net for image segmentation

cycle-GAN-summer2winter

Create and train a cycle-GAN to convert summer scenes to winter and vice-versa

Mini-Transformer

An implementation of the Transformer architecture.

project-face-generation-pytorch

Implementation of a face generator GAN in pytorch

project-RL-D4PG-continuous-control

Implementing a D4PG agent for an env. similar to Unity's Reacher env.

project-RL-MADDPG-collab-control

Implement the MADDPG architecture for a two-agent tennis game

Visualizing-CNN-Layers

Project to visualize the kernels and the outputs of the individual layers of a CNN built in pytorch.

praritagarwal/project-RL-D4PG-continuous-control

Implementing a D4PG agent for an env. similar to Unity's Reacher env.

praritagarwal/autoencoder

Create linear, convolutional and denoising autoencoders

praritagarwal/battle-city

Remake of Battle City on Python

praritagarwal/computer-vision-segmentation

Implementing the U-net for image segmentation

praritagarwal/cycle-GAN-summer2winter

Create and train a cycle-GAN to convert summer scenes to winter and vice-versa

praritagarwal/Mini-Transformer

An implementation of the Transformer architecture.

praritagarwal/project-face-generation-pytorch

Implementation of a face generator GAN in pytorch

praritagarwal/project-RL-MADDPG-collab-control

Implement the MADDPG architecture for a two-agent tennis game

praritagarwal/DCGAN

Project to build and train a Deep Convolutional GAN (DCGAN)

praritagarwal/duke-dbt-data

praritagarwal/efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

praritagarwal/flatland-rl

project for Multi Agent Reinforcement Learning on Trains

praritagarwal/gan-mnist-pytorch

Building and training a GAN (linear layers only) in PyTorch

praritagarwal/gp_constr

Python model for constrained GP

praritagarwal/healthcare

praritagarwal/project-machine-translation

project to train a bidirectional GRU based encoder-decoder architecture to translate sentences from english to french.

praritagarwal/project-RL-continuous-control

praritagarwal/project-RL-navigation

praritagarwal/python-docs-samples

Code samples used on cloud.google.com

praritagarwal/Q-Learning-Smart-Cab

Teach a smart cab to safely reach a destination in allotted time using Q-Learning

praritagarwal/readthedocs-tutorial

praritagarwal/RegularExpressions

A brief tutorial on how to use regular expressions.

praritagarwal/reinforcement-learning-DQNs

Use a DQN to solve openAI gym's LunarLander

praritagarwal/reinforcement-learning-monte-carlo

Learn how to play open AI gym's Black Jack using monte-carlo methods for reinforcement learning

praritagarwal/reinforcement-learning-temporal-difference

Implement various temporal difference methods to navigate OpenAI Gym's Cliff Walking Env

praritagarwal/sagemaker-sentiment-analysis-deployment

praritagarwal/Speech-to-Text

Final project in Udacity's NLP nanodegree; Deep neural nets. for Voice User Interfaces

praritagarwal/TopicModeling

Apply SVD and LDA to 20newsgroups dataset for topic modeling

praritagarwal/training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

praritagarwal/udacity-mlnd

Projects done as a part of udacity's machine learning nano-degree program