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arunnair

About

arunnair.github.io

Machine Learning

awesome-osint

:scream: A curated list of amazingly awesome OSINT

blueprint

A React UI toolkit for the Web

cs231n.github.io

Public facing notes page

datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

machine-learning

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

microblog

code written in a tutorial series to create a micro blogging platform

neon

Fast, scalable, easy-to-use Python based Deep Learning Framework by Nervana™

netdata

Real-time performance monitoring, done right!

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

newspaper

News, full-text, and article metadata extraction in Python 3

numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

osint

A collection of scripts that pull Open Source Information from the web. Eventually the goal is to put this into a large modular style database, that can be built and run internally to any organization.

osintrealtimecnd

Proactive Computer Network Defense Strategy - OSINT Real Time Threat Stream - Social/DarkNet - Data Mining

osintstalker

osintstalker

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyflux

Open source time series library for Python

python

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-scripts

because i'm tired of gists

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rumor

Nonparametric timeseries classification for Twitter trending topic detection (MEng thesis)

scientific-python-lectures

Lectures on scientific computing with python, as IPython notebooks.

scikit-learn

scikit-learn: machine learning in Python

scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

twitter-viz-demo

Twitter visualizaton experiment using various python-based technologies.

twitterfollowbot

A Python bot that automates several actions on Twitter, such as following users and favoriting tweets.