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Ayush Rai's Projects

big_data_algorithms icon big_data_algorithms

This repository contains Assignment for Big Data Algorithms, Platforms and Tecnhiques course offered at Ecole CentraleSupelec in Fall 2018 by Dr Hughes Talbot

coding_practice icon coding_practice

This Repsoitory contains solutions for coding problems from CTCI, PIE, Leetcode and implementation of Basic Datastructures from scratch.

deep_learning_course_assignments icon deep_learning_course_assignments

This Repository contains code for Assignment 1 of Deep Learning Course offered at Ecole CentraleSupelec-Fall 2018 and taught by Dr. Vincent Lepetit

deep_learning_from_scratch icon deep_learning_from_scratch

This repository contains implementation of deep learning models from scratch in python and without usage of any auto-differentiation library.

deep_learning_in_practice icon deep_learning_in_practice

This repository contains code for Deep Learning in Practice Course Assignments offered at Ecole CentraleSupelec, Paris in Spring 2019 by Dr. Guillaume Charpiat

deeptraffic_solution icon deeptraffic_solution

This Repository contains the code for the DeepTraffic Challenge, which is a part of Deep Learning for Self Driving Cars at MIT (Winter 2017).

foundations_of_optimization icon foundations_of_optimization

This repository contains matlab code for foundations of optimization course offered at Ecole CentraleSupelec during Fall 2018 by Dr. Charles Soussen

kaggle-titanic icon kaggle-titanic

The repository contains the code for Kaggle Competition on Titanic Dataset

learning_to_drive_on_torcs_using_rl icon learning_to_drive_on_torcs_using_rl

This repository contains code for Learning to Drive Using TORCS. This project is done as a part of our Reinforcement Learning Course Project for RL Course offered at Ecole CentraleSupelec, 2018

lsun_2016_scene_classification_task icon lsun_2016_scene_classification_task

This Repository contains the code for LSUN 2016 Classification Challenge (part of CVPR 2016). I was able to achieve approximately 83.02% accuracy on the test dataset.

sample_image_publisher_and_subscriber icon sample_image_publisher_and_subscriber

This repository contains code for publishing images captured by the webcam on the publisher node & subscribing and then inverting them on the subscriber node (C++).)

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