charithrdy Goto Github PK

angrybirds-finishers

Implemented Angry Birds AI bot, as a part of Google Artificial Intelligence Competition

applied-machine-learning

Machine learning Projects and Assignments

automatic-speech-recognition

betsy-ai-2player-game

A two player AI game using Minimax algorithm and alpha, beta pruning

challenges

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science--cheat-sheet

Cheat Sheets

deep-learning---distracted-driver-detection

Given the driver images, each taken in a car with a driver doing something in the car (texting, eating, talking on the phone, makeup, reaching behind, etc). Goal is to classify those images into 10 categories of unsafe driving behavior.

elements-of-artificial-inteligence

Projects implemented as a part of AI course at Indiana University Bloomington

eventcompass

Event Compass - A web application which keeps track of events

image-orientation-classifier

Implemented kNN, Adaboost and Random Forest Algorithms from scratch for detecting Orientation of an Image

indiana-university-course-work

lectures

Oxford Deep NLP 2017 course

localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

optical-character-recognition

Reading text from an image with noise using Hidden Markov Model.

parts-of-speech-tagger

Part of speech tagger for a sentence using Simple, Hidden Markov Model and Monte Carlo Markov Chain Models

route-search---astar

Implemented various search algorithms like A*, Uniform cost search, Iterative Deepening search, DFS and BFS to find time and distance efficient routes between cities of United States

tweet-classifier-using-naive-bayes

Classifying tweets based on the location using Naives Bayes algorithm

yelp-data-challenge