Karthik Bhamidipati's repositories
multi-task-speech-classification
Multi-Task Speech classification of accent and gender of an english speaker on Mozilla's common voice dataset
dqn-atari-breakout
Keras implementation of deep-q-network for Atari breakout of OpenAI Gym.
image-classification-deeper-networks
Image classification using Deeper Networks like ResNet, VGG, GoogLeNet etc.,
java-pommerman
University courserwork to implement and improve AI techniques used in games (Bomberman). Techniques include Monte Carlo Tree Search, Evolutionary computation etc.,
neural-linear-reinforcement-learning
Neural-linear features for value function approximation in ATARI games
search-engine-document-retrieval
Implementation of a search engine with two different retrieval models, evaluation of the models’ results using the queries and their top-100 relevant docs from the MS MARCO dataset and a web interface for the user to query the data and retrieve results.
amazon-codeguru-profiler-for-spark
A Spark plugin for CPU and memory profiling
bikesharing-pattern-prediction
A project on predicting bike-sharing patterns with the UCI Bike Sharing Dataset using Neural Networks
coding-interview-university
A complete computer science study plan to become a software engineer.
face-generation-GANs
A project on generating faces using Deep Convolutional Generative Adversarial Networks which is trained on celebrity faces
reinforcement-learning
A repo for implementing reinforcement learning algorithms
dog-breed-classification
A project on classifying the breed of a dog from a dog’s picture using Pytorch CNN’s and Computer Vision
sentiment-analysis-sagemaker
Sentiment Analysis Web App is an RNN performing sentiment analysis on movie reviews complete with publicly accessible API and a simple web page that interacts with the deployed endpoint. This is built using AWS SageMaker, AWS Lambda, and AWS API Gateway.
spark-sql-kinesis-connector
Spark Structured Streaming Kinesis Data Streams connector supports both GetRecords and SubscribeToShard (Enhanced Fan-Out, EFO)
tv-script-generation
A project on generating Fake Tv Scripts for the 10th season of the show Seinfeld while training on the 9 seasons using PyTorch RNNs