Anurag Garg's repositories
2015
Public material for CS109
2048-ai
AI for the 2048 game
2048-android
The android port of the 2048 game (for offline playing)
acg6935_wrds_sas
ACG6935 - Archival Research using WRDS/SAS
awesome-deep-learning-papers
The most cited deep learning papers
awesome-fintech
A curated list of amazingly awesome financial libraries, resources and shiny things.
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
Capstone
Capstone project for Data Science Specialization.
content
Official content for Harvard CS109
CourseraML
I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!
cs224d
Deep Learning for Natural Language Processing in Stanford
cs231n.github.io
Public facing notes page
data-challenges
A repository of real-world data challenges faced by organizations used for project-based learning
data-science-primer
A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/
datasci_course_materials
Introduction to Data Science course.
ExData_Plotting1
Repository for "Exploratory Data Analysis" course - Plotting Assignment 1.
Getting-and-Cleaning-Data
Repository for "Getting and Cleaning Data" course project.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
RepData_PeerAssessment2
2nd project in Reproducible Research.
scikit-learn
scikit-learn: machine learning in Python
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
Shiny-App
Project for Developing Data Products course.
stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
term2048
2048 in your terminal