predictionengineer Goto Github PK

painters

:art: Winning solution for the Painter by Numbers competition on Kaggle.

pancreatic_cancer_ml_notebook_analysis

Code and results for an investigation of pancreatic cancer datasets applying our binary classification machine learning analysis pipeline notebook. Includes analysis and comparison of three pancreatic cancer datasets.

pandas-data-science-tasks

Set of real world data science tasks completed using the Python Pandas library

pandas-groupby

This is based on the (Pandas’ groupby explained in detail) article by Fabian Bosler.

pandas-videos

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

pandas_by_examples

A compendium of useful, interesting, inspirational usage of pandas functions, each example will be an ipynb file

pca

pca is a python package to perform Principal Component Analysis and to create insightful plots.

pca-1

pcamath

Visual derivation of PCA using spectra

pdf-dump

A dump of all the data science materials (mostly pdf's) that I have accumulated over the years

polynomial-regression

portfolio-optimization-empyrial

A notebook exploring the different ways of optimizing your investment portfolio with Empyrial

portfoliooptimization

Portfolio Optimization

power-portfolio-analytics

Portfolio Management System

principle-component-analysis

product-ml

This is the repository for Machine Learning in Finance product

py4fi2nd

Jupyter Notebooks and codes for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

pymcef

Python Monte Carlo Efficient Frontier (PyMCEF) package

python-for-data-science

A blog for data analytics using data science technologies

python-for-finance

python-for-finance-cookbook

Python for Finance Cookbook, published by Packt

python-guide

Python best practices guidebook, written for humans.

python-introduction

A set of notebooks the provide an introduction to Python.

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python4cpas

code for http://www.python4cpas.com/

python_object_orientated_programming

Building robust and maintainable software with object orientated programming

python_option_pricing

An libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options

pythonic-accountant