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labs

Scripts for HarvardX courses: PH525x

learn-rails

An example Rails 4.2 app to accompany the "Learn Ruby on Rails" book.

logistic-regression

Reproducible logistic regression models. We uses a logistic regression to be able to use our simple linear regression methods against categorical data.

logistic_model_complete_version

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

machine-learning-coursera

This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course.

machine-learning-for-cybersecurity-cookbook

Machine Learning for Cybersecurity Cookbook, published by Packt

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

machine_learning_basics

Plain python implementations of basic machine learning algorithms

machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

maps

A list of open source projects related to Microsoft's geospatial and mapping services.

mastering-flask

Code repository for Mastering Flask, published by Packt

mbb-bio-roll

Extended bioinformatics roll for the Rocks cluster

metrics-graphics

A library optimized for concise, principled data graphics and layouts.

microsoftml-projectshowcasing

A repository to keep all open sources projects that created by individuals or study groups of Microsoft ML Scholarship

mitx-foundations-of-computer-science

The Foundations of Computer Science XSeries, offered by the M.I.T. Department of Electrical Engineering and Computer Science, is a sequence of courses that introduce key concepts of computer science and computational thinking. Students apply these concepts and build their engineering skills by completing software and hardware design problems. Additionally, students test their understanding by taking a series of exams.

mpp-capstone-project

I used Azure Platform to apply Azure’s machine learning techniques to train, evaluate, and deploy models that solve business problems.

multiqc

Aggregate results from bioinformatics analyses across many samples into a single report.

myscienceblog

A work in progress for my scientific blogging.

new-coder

New Coder tutorials

nextflow

A DSL for data-driven computational pipelines

nfl_draft

nfl_player_analysis

Exploring the NFL Draft with Python

ngs-handout

This project is in the process of being ported over to another repository.

ngs-pipeline

Next generation sequencing pipeline

ngs-workflows

Source code, data and documentation to demonstrate automation in NGS data analysis

ngseasy

Dockerised Next Generation Sequencing Pipeline (QC, Align, Calling, Annotation)

notebook

Public notebooks for SANBI

oh-my-zsh

A delightful community-driven 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.

ola-bgaussian-distributions

This is Binomial and Gaussian Distributions Package