duncanwadsworth

reproducibility-with-quarto

Demo reproducible quarto workflow with GitHub Actions

dmbvs

Dirichlet-Multinomial Bayesian Variable Selection

fairness

Repo for GIAN fairness course

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

r-source

Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.

Azure-MachineLearning-DataScience

mlads_spark_tutorial

bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

iRF

iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features

svinet

Efficient discovery of overlapping communities in massive networks PK Gopalan, DM Blei Proceedings of the National Academy of Sciences 110 (36), 14534-14539

cellauto

Cellular Automata Explorer, including Conway's Game of Life.

dpmix

Python library for fitting massive mixture models using DP priors and GPU computation.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

agridat

Agricultural datasets

stochastic_PMF

Poisson matrix factorization and autotagger

lbfgsb-matlab

A MATLAB interface for L-BFGS-B

LDAvis

R package for web-based interactive topic model visualization.

l1tf

L1 trend filtering

deepdream

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

pydata2015seattle

Tutorial materials for PyData 2015 Seattle.

am-i-underpaid

A simple application for a group of employees to find out their average salaries without exposing any individual salary information.

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

MTkR

Marco Torchiano R Utils

AnomalyDetection

Anomaly Detection with R

twitter-text

Twitter Text Libraries. This code is used at Twitter to tokenize and parse text to meet the expectations for what can be used on the platform.

scala_school

Lessons in the Fundamentals of Scala

learn-julia-the-hard-way

Learn Julia the hard way!

george

Fast and flexible Gaussian Process regression in Python

student-microbiome-project

Central repository for data and analysis tools for the StudentMicrobiomeProject.