cas2247 Goto Github PK

2015

Public material for CS109

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

babel

The official repository for Babel, the Python Internationalization Library

covid19_analysis

Exploratory data analysis on the global covid-19 outbreak

datasets

A collection of datasets of ML problem solving

fashion_mnist

Tensorflow 2.0 tutorial using the Fashion MNIST data set

geocoder

:earth_asia: Python Geocoder

go

The Open Source Data Science Masters

hackerrank

HackerRank solutions in Java/JS/Python/C++/C#

intro_ds_capstone_project

lendingclubanalysis

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

ml_tensorflowapis

Notes and Code from Google's Machine Learning Crash Course

modern-analysis-text

As an undergraduate, I wrote a textbook for Real/Modern Analysis to complement my studying of the subject. My goal with the text was to present the subject more intuitively and more visually than is usually embraced by the formal texts.

monopoly

natural_language_weekend

Weekend of natural language projects

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming in data analysis with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pymc3_vs_pystan

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg

python

My Python Examples

rds_algorithmic_fairness

stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

statscheatsheet

This is a statistics cheatsheet complied from my Introductory Statistics with Calculus course which I took as an undergraduate. The probability formula sheet summarizes important probability concepts, formulas, and distributions, with figures, examples, and stories.

vimrc

The ultimate Vim configuration: vimrc