Surya Penmetsa's repositories
corneal-topography-using-placido-rings
Corneal Topography: Constructing Curvature Topography from Placido Rings Image
polar-scanning-algorithm
Polar Scanning Algorithm is the an advanced version of the Elliptical Scanning algorithm specified in Espinosa's paper (https://rua.ua.es/dspace/bitstream/10045/25887/1/espinosa_et_al.pdf). This is not only more robust and handles more distorted ring images well, it is also computationally more efficient. This algorithm detects the labels of the rings in a placido ring image which can be extremely helpful for corneal topography.
AlphaGoZeroPlaysTicTacToe
This is an RLagent that plays the game tic-tac-toe using the same algorithm as AlphaGo Zero
width-of-ring-matlab
Finding the width of ring using MATLAB.
algorithmsFromScratch
These are the algorithms I implemented from scratch without using any codes are reference. I'm doing this to improve my theoretical understanding of concepts.
coffee-bot
NLP coffee chatbot using Api.ai.
courses
fast.ai Courses
DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
eBook-Source
This is the main repository that has the code requirements to build the main book/ requirements for the organization.
kaggle-dogs-vs-cats
This is my code for the Kaggle competition dogs vs cats: https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition
paper-toss-2-hack
paper toos 2 hack with maltab code
paper-toss-hack
This is the code for automating the paper toss game to get the world record high scores.
psurya1994.github.io
Surya Penmetsa's blog.
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
tensorflow
Computation using data flow graphs for scalable machine learning
Who-Wants-to-Be-a-Millionaire
A simple client side web application(JS, HTML5, CSS) that plays a game of Who Wants to Be a Millionaire