Python

Monte Carlo Prediction

Monte Carlo methods for Reinforcement Learning prediction.

Multi Tasking Learning

Multi Tasking Learning for face characterization - simultaneous prediction of age, gender, emotion and face recognition.

Multi Tasking Learning for face characterization

Multitasking learning to use the CNN extracted features for multiple tasks like predicting age, sex, face direction, etc.

Neural Style Transfer

Neural Style transfer of images in PyTorch.

NYTimes Topic Modelling

Topic Modelling for New York Times news articles for given dates using NYTimes API.

Policy Based Reinforcement Learning

Policy gradient methods for Reinforcement Learning.

PyRevShell

Python reverse shell tool.

Self Driving Cars Steering Angle Prediction

Prediction of which direction the car should change the steering direction in autonomous mode with the camera image as the input using transfer learning and fine tuning.

Self Driving Cars Vehicle Detection

Detection of other vehicles for self driving cars with YOLO in tensorflow.

Seq2Seq Machine Translation

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