nikolaospapachristou Goto Github PK

sqlstyle.guide

A consistent code style guide for SQL to ensure legible and maintainable projects

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

startupdatascience

statistical-learning

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

statistical-rethinking

An interactive online reading of McElreath's Statistical Rethinking

statlearn-clusthd

Code for Clustering HD tutorial

super-productivity

Free to do list & time tracker for programmers & designers with Jira integration

synthea

Synthetic Patient Population Simulator

teaching

Documents I use for teaching

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview

tensorflow

TensorFlow for R

tests-as-linear

Common statistical tests are linear models (or: how to teach stats)

tgan

Generative adversarial training for synthesizing tabular data

the-art-of-command-line

Master the command line, in one page

the-art-of-data-science

An interactive online reading of Matsui and Peng's The Art of Data Science

the-gan-zoo

A list of all named GANs!

the-world-of-faculty

resources for faculty

tlverse-handbook

🎯 :closed_book: The Hitchhiker's Guide to the tlverse, or a Targeted Learning Practitioner's Handbook [WIP]

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

training-data-analyst

Labs and demos for courses in the Data Engineer track of GCP Training (http://cloud.google.com/training).

tutorial-unix-basics

Tutorial on the basics of UNIX using BCE

uk_biobank_gwas

Overview of the data QC, code, and GWAS summary output from the 2017 UK Biobank data release

ukbrest

ukbREST: efficient and streamlined data access for reproducible research of large biobanks

ukbschemas

Use R to generate a database containing the UK Biobank data schemas from http://biobank.ctsu.ox.ac.uk/crystal/schema.cgi

ukbtools

An R package to manipulate and explore UK Biobank data

umap

Uniform Manifold Approximation and Projection

userfriendlyscience

The R userfriendlyscience package

utility-theory

Utility Theory for Dummies: An R Tutorial

vcfr

Tools to work with variant call format files

vcfr_documentation

Documentation for vcfR