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ai-projects

challenges

Coding Challenges

challenges-1

A personal log of learning and solving problems

confidence-elicitation

consul-client

Java Client for Consul HTTP API

data-mining

data_mining_challenge_agora

distributed-machine-learning-markov-random-field

distributed-markov-random-field-

distributed-system-projects

hadoop-projects

human-computer-interaction-web

Used D3 javascript to draw function plot

ignite

Used Apache Ignite as DB. Web Service by Play Framework to allow CRUD operations.

image_classification

kdd-cup-2013-author-paper-identification

kdd-cup-2013-track1

KDD CUP 2013 - Track 1 - 2nd place model

keras

Deep Learning for humans

keras-flappybird

Using Keras and Deep Q-Network to Play FlappyBird

machine-learning

Implemented Naïve Bayes, Support Vector Machines, Random Forests to classify faces and documents and achieved 92% average accuracy using R and Python. Implemented EM algorithms to segment images in Python. Used TensorFlow framework to implement Convolution Neural Networks to recognize hand written digits from MNIST datasets and images from famous Cifar 10 datasets.

models

Models built with TensorFlow

mp1_vanillajs

mp2_jquery_foundation

mp3_angularjs

mp4

mp4_meanstackbackend

mycodelib

Code Lib

otcr-project

plagiarismdetector

Basic command-line program that performs plagiarism detection using a N-tuple comparison algorithm allowing for synonyms in the text.

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

sb-admin-bs4-angular-4

Simple Dashboard Admin App built using Angular 4 and Bootstrap 4