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advent-code-2021

advent-code-2022

aind-alexafactskill

An Alexa skill which states facts in the history of AI. Built using the Alexa Skills Kit.

aind-dogclassification

Classifying dog breeds in images using transfer learning and CNNs. Makes use of the pre-trained Inception-V3 model used in the ImageNet competition.

aind-isolation

Using adversarial search and Minimax/Alpha Beta pruning strategies, one can create agents capable of creating competitive board games. Heuristics can be added to augment the strength of the agent and evaluate the value of a move under time constraints.

aind-planning

Implemented planning graphs to solve problems in logistics using search heuristics. Logical planners can be adapted to solve any type of problem given a notion of states, actions, constraints and goals.

aind-recognizer

Using Hidden Markov Models to translate gestures in American Sign Language to Text. Used BIC, DIC and cross validation to train optimal models for each word.

aind-recurrentneuralnetworks

Using LSTM modules to generate predictions of Apple stock prices, and sentence generation based on Sherlock Holmes.

aind-sudoku

Using constraints and strategies to narrow down the number of options, one can solve hard Sudoku puzzles very easily.

aind-vui-capstone

Comparing the performance of RNN networks to convert audio files into phonetic translations.

albert

Re-implementation of ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

ascii-art

Ascii image art generator with Rust

ball-balancer

Reinforcement learning using PPO on the 3D Ball environment for Unity ML-Agents. Using MPI to do distributed training across separate processes

cat-alan

Audio classification of domestic cats sounds (hungry, angry, purring, etc) using raw waveforms. PyTorch implementation of M5 architecture.

cppigo

Implementing the game of Go using OpenGL

cyclegan-cat

Style transfer from brown tabby cats to tortoiseshell using predominantly U-Net based generators. Includes TF record serialization for images and some tensorboard logging.

dailyprogrammer

This is a compilation of my solutions to the DailyProgrammer challenges. These challenges address a number of topics such as search, game playing and Mathematics.

deepmeme

Creating internet memes using Generative Adversarial Networks (GANs).

diffusion-mri

Diffusion model for MRI image generation

dogeplusplus

dogeplusplus.github.io

This is my personal website.

dreambooth-hackathon

flax-u2net

JAX/Flax implementation of U-2 Net for salient object detection.

gi-tract

github-pages-with-jekyll

gpt2-playground

Sandbox experiments for playing around with nanoGPT

gpu-puzzles

Solve puzzles. Learn CUDA.

group-unet

Experiment on rotation equivariance using Group Convolution U-Nets applied to segmentation of butterfly images

haiku-transformer

Vision Transformer implemented with JAX and dm-haiku

jaipur

Using Alpha-Beta pruning and Minimax algorithms to play the Jaipur board game with both players possessing perfect information.