PyTorch

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.

DRL Navigator

Deep Reinforcement Learning based navigation agent.

Monte Carlo Prediction

Monte Carlo methods for Reinforcement Learning prediction.

Neural Style Transfer

Neural Style transfer of images in PyTorch.

Policy Based Reinforcement Learning

Policy gradient methods for Reinforcement Learning.

Seq2Seq Machine Translation

Machine Translation english to french using Seq2Seq Attention model in PyTorch.

Temporal Difference

Temporal Difference methods for Reinforcement Learning.