pgnepal Goto Github PK

notebooks

Some sample IPython notebooks for scikit-learn

notebooks-1

Ipython notebooks on various topics

notes-on-causal-inference

Some notes on Causal Inference, with examples in python

numba_tutorial_scipy2016

Numba tutorial materials for Scipy 2016

odst

The Open Distribution Server (ODS) is an open-source package distribution and syncing solution for IT administrators to serve as a potential alternative for the Jamf Distribution Server.

open_notebooks

Some notebooks that I've shared.

optimizers

examples of lp optimization in python

orthoml

Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Semenova, Goldman, Chernozhukov, Taddy (2017) https://arxiv.org/abs/1712.09988

p9-jfrog-webinar

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-pipelines-custom-transformers

Material for Talk at PyData Seattle 2017

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pandas_tutorial

Pandas tutorial for SciPy2015 conference

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

pgnepal.github.io

Projects Repo

photon-ml

A scalable machine learning library on Apache Spark

polestar

Lightweight Tableau-style interface for visual analysis, built on Vega-lite.

port_opt

Portfolio Optimization in Python

portfolio

My Portfolio

practical-python

Practical Python Programming (course by @dabeaz)

practical_rl

A course in reinforcement learning in the wild

practicalmachinelearning

Coursera course: Practical Machine Learning

presto

Distributed SQL query engine for big data

price-optimisation

pricingengine

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 ;)

provectus-final-project

Parent repository for all code, documentation and all other stuff for provectus final project for CSCI 8360 - Data Science Practicum (FALL 2016) at University of Georgia

pulp

A python Linear Programming API

pycon-pandas-tutorial

PyCon 2015 Pandas tutorial materials

pycon-sphinx-tutorial

Sphinx tutorial at Pycon 2016