sarthak arora's Projects
Source Code for the book Building Machine Learning Systems with Python
Java, Python - Courses that I took on www.coursera.org
Credit Score Analysis on Loan Dataset
A JavaScript visualization library for HTML and SVG.
Game playing AI agent that uses alpha beta pruning and evaluation function to play FruitRash
Example code for running R on Hadoop
Using an HMM model [viterbi Algorithm] to predict part of speech tags for sentences in Catalan language
This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube
Multimedia Design Systems: Class Assigments and Project on topics like imageFiltering, image compression using kmeans [vector qunatization]
imagenet classification task using vgg16 and alexnet in Tensoflow 1.0
Inverse Reinforcement Learning
Implementations of Inverse Reinforcement Learning and new algorithms
Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Implenetation of N-queens Constained problem using Simulated Annlealing, BFS and DFS
A Logic Inference Engine for solving senteces by Resolution uisng Python
implementation of CNN, RNN and other ML algos - tensorflow -numpy -skelearn ###Datasets: notMnist ,penn treebank
Models built with TensorFlow
This repo contains python app to calculate Motion Vector, and to compare methods to achieve that
Harvard CS51 Final Project with Sam Kim and Crystal Stowell
Tinkering with vision systems
TensorFlow Tutorial and Examples for beginners
Tinkering with modern NLP systems