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Ritesh Kasat's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

bucketlist icon bucketlist

python flask application where users can register, sign in and create their bucket list.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

dev-setup icon dev-setup

Mac OS X development environment setup reference: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults. https://bit.ly/git-dotfiles

fbone icon fbone

Fbone (Flask bone) is a Flask (Python microframework) template/bootstrap/boilerplate application.

flask-empty icon flask-empty

An empty project skeleton / boilerplate for flask projects

flask-httpauth icon flask-httpauth

Simple extension that provides Basic and Digest HTTP authentication for Flask routes

hdp icon hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

interactive-coding-challenges icon interactive-coding-challenges

Continually updated interactive, test-driven Python coding challenges (algorithms and data structures) typically found in coding interviews or coding competitions. https://bit.ly/git-code

item-recommender-system icon item-recommender-system

This project implement a simple user - based collaborative filtering recommender system for predicting the ratings of an item using the data given. This prediction is done using k nearest neighbors and Pearson correlation. Finally using the similarity of the k nearest neighbors, ratings of the new item for the given user can be predicted

oh-my-zsh icon oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

online-hdp icon online-hdp

Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.

onlinehdp icon onlinehdp

C++ implementation for online variational inference for hierarchical dirichlet process

rest-auth icon rest-auth

Example application for my RESTful Authentication with Flask article.

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