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buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

coursera

Java, Python - Courses that I took on www.coursera.org

credit-score-analysis-using-r

Credit Score Analysis on Loan Dataset

d3

A JavaScript visualization library for HTML and SVG.

fruitrash-gameplaying-aiagent

Game playing AI agent that uses alpha beta pruning and evaluation function to play FruitRash

hadoop-r

Example code for running R on Hadoop

hidden-markov-model-for-pos-tagging

Using an HMM model [viterbi Algorithm] to predict part of speech tags for sentences in Catalan language

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

image-compression-using-k-means

Multimedia Design Systems: Class Assigments and Project on topics like imageFiltering, image compression using kmeans [vector qunatization]

imagenet

imagenet classification task using vgg16 and alexnet in Tensoflow 1.0

irl

Inverse Reinforcement Learning

irl-1

Implementations of Inverse Reinforcement Learning and new algorithms

irl-imitation

Implementations of model-based Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

lizardworld

Implenetation of N-queens Constained problem using Simulated Annlealing, BFS and DFS

logic-inference-engine

A Logic Inference Engine for solving senteces by Resolution uisng Python

machinelearningcode

implementation of CNN, RNN and other ML algos - tensorflow -numpy -skelearn ###Datasets: notMnist ,penn treebank

models

Models built with TensorFlow

motionvectorestimator

This repo contains python app to calculate Motion Vector, and to compare methods to achieve that

optimizer

Harvard CS51 Final Project with Sam Kim and Crystal Stowell

pixelsensei

Tinkering with vision systems

sarthak10193

sarthakarora.github.io

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tokensensei

Tinkering with modern NLP systems