alvinthai Goto Github PK

mlb_pitch_type_predictor

Multi-classification predictions and explanations for MLB play-by-play data

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

or-tools

Google's Operations Research tools:

orderedovrclassifier

API for performing Ordered One-Vs-Rest Classification with scikit-learn

oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

presentation

Presentation for Kaizen Data Conference September 16, 2016

probabilistic-programming-from-scratch

Notebook version of an article on the Fast Forward Labs blog

pydata-book

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

pyflux

Open source time series library for Python

pymcon

Schedule page template for PyMCon 2021 and beyond

random_slides

test repo for remarkjs presentations

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning

selenium-python

Selenium Python Bindings Documentation

skater

Python Library for Model Agnostic Interpretation

sklearn-pandas

Pandas integration with sklearn

storytelling-with-data-ggplot

Recreation of Cole Nussbaumer Knaflic's Storytelling with Data plots using R an ggplot2

tidy-islr

tpot

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

vimconfig

wikiracer

WikiRacer for finding the shortest path between two Wikipedia articles

xcs229-handouts

yelp-python

A Python library for the Yelp API