AI to write Hindustani Poems
Connect4 Player
An AI agent that plays Connect4 better than me.
Reinforcement Learning
Look-Ahead Heuristics
Get a Real Job
Detecting fake job postings online to get a real job
NLP
Classification
Language Model
Covid19 Language Model
A language model based on the available literature for the ongoing Covid-19 pandemic.
Language Model
Covid-19
NLP
AddColour
A model that learns how to colour greyscale images using a slightly modified GAN
GAN
Middle English Language Model
A Middle English language model based on The Canterbury Tales by Chaucer made completely in numpy
Natural Language Processing
Middle English
The Canterburry Tales
Chaucer
Context Generator
Context generation using skip-gram and negative sampling. Performed with a neural network approach in both numpy and tensorflow.
Natural Language Processing
Neural Networks
SnakeAI
Developed the Nokia Snake game except for the fact that it plays itself and learns how to get better.
Artificial Intelligence
Reinforcement Learning
Neural Networks
Virtual Self Driving Car
The car takes rounds from bottom-right corner of the screen to the top-left corner of the screen whilst avoiding the obstacles which are generated through touch-down.
Deep Q Learning
Reinforcement Learning
Music Generator
Generates music by learning from midi files. Training is done using Restricted Boltzmann Machines in TensorFlow
Restricted Boltzmann Machines
Neural Networks
Movie Recommender
Predicts movies by learning from movielens dataset using RBMs and Autoencoders
RBM
Autoencoders
Recommender System
Fake News Detector
Uses deep learning techniques to detect fake news
Natural Language Processing
Neural Networks