Prarit Agarwal's repositories
project-RL-D4PG-continuous-control
Implementing a D4PG agent for an env. similar to Unity's Reacher env.
autoencoder
Create linear, convolutional and denoising autoencoders
battle-city
Remake of Battle City on Python
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-MADDPG-collab-control
Implement the MADDPG architecture for a two-agent tennis game
DCGAN
Project to build and train a Deep Convolutional GAN (DCGAN)
efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
flatland-rl
project for Multi Agent Reinforcement Learning on Trains
gan-mnist-pytorch
Building and training a GAN (linear layers only) in PyTorch
gp_constr
Python model for constrained GP
project-machine-translation
project to train a bidirectional GRU based encoder-decoder architecture to translate sentences from english to french.
python-docs-samples
Code samples used on cloud.google.com
Q-Learning-Smart-Cab
Teach a smart cab to safely reach a destination in allotted time using Q-Learning
RegularExpressions
A brief tutorial on how to use regular expressions.
reinforcement-learning-DQNs
Use a DQN to solve openAI gym's LunarLander
reinforcement-learning-monte-carlo
Learn how to play open AI gym's Black Jack using monte-carlo methods for reinforcement learning
reinforcement-learning-temporal-difference
Implement various temporal difference methods to navigate OpenAI Gym's Cliff Walking Env
Speech-to-Text
Final project in Udacity's NLP nanodegree; Deep neural nets. for Voice User Interfaces
TopicModeling
Apply SVD and LDA to 20newsgroups dataset for topic modeling
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
udacity-mlnd
Projects done as a part of udacity's machine learning nano-degree program