PyTorch

RL based framework to generate optimal data qualityremediation sequence for machine learning

RL based framework to generate optimal data qualityremediation sequence for machine learning

Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019

Towards Automated Deep Learning:Analysis of the AutoDL challenge series 2019

DRL Navigator

Deep Reinforcement Learning Agent for Navigator Environment

Policy Based Reinforcement Learning

Policy based RL methods for Lunar lander and Cartpole environments.

Temporal Difference

TD methods like SARSA(0), SARSAMax and Expected SARSA.

Monte Carlo Prediction

MC method for BlackJack environment.

Facial Emotion Recognition PyTorch ONNX

Recognizing the facial emotions with Deep learning model trained on PyTorch and deployed with TF.js model converted with ONNX.

Pneumonia Diagnosis with Deep Learning

Web Application for Diagnosis of Pnuemonia with deep learning model trained and backed with PyTorch framework.

Convolutional Feature Extraction and Neural Arithmetic Logic Units for Stock Prediction

Stock Prediction with CNN and Neural Arithmetic Logic Units.

Character Generating RNN

Character level language model of RNN(LSTM) in PyTorch.