skkeyan Goto Github PK

node-neo4j-template

A template app for using Neo4j from Node.js.

optimizers

examples of lp optimization in python

pandas-head-to-tail

pandas-pipelines-custom-transformers

Material for Talk at PyData Seattle 2017

pipeline

Real-time, End-to-End, Advanced Analytics and Machine Learning Recommendation Pipeline

pml

Practical Machine Learning - Johns Hopkins - Coursera

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 ;)

programming-collective-intelligence-code

Examples from Programming Collective Intelligence

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pycon-2017-eda-tutorial

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

pycon2017

Bayesian Machine Learning, https://us.pycon.org/2017/schedule/presentation/232/

pydata-dal-2015

Pydata Dallas 2015 Scikit-Learn Tutorial

r-programs

My R programs

reinforcement-learning

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

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

setup

AWS EC2 setup files for Startup Engineering MOOC.

shap

A unified approach to explain the output of any machine learning model

skater

Python Library for Model Agnostic Interpretation

sklearn_pipeline_enhancements

enhancements to sklearn pipelines

testing-and-monitoring-ml-deployments

Example project for the course "Testing & Monitoring Machine Learning Model Deployments"

the-seers-accuracy

the_smart_recruits

the_ultimate_student_hunt

The repository contains Top-5 Winning solutions of "The Ultimate Student Hunt". Competition Link : https://datahack.analyticsvidhya.com/contest/the-ultimate-student-hunt/

thinkbayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

website

First Website

winerama-recommender-tutorial

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.