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advanced-python-beamer

Slides for "Advanced Python Constructs" lecture

bigdatarstrata2017

All material for "Modeling big data with R, sparklyr, and Apache Spark" Strata Hadoop 2017.

ctmmweb

Web app for analyzing animal tracking data, built upon ctmm R package

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

egp

Extended (Generalized) Pareto distribution as implemented by Tencaliec, P. et al.

example-rmarkdown-site

extradistr

Additional univariate and multivariate distributions

fk012awards

gao_phd_thesis

PhD thesis as compiled in 2018

general

genre-prediction

Predict music genre for the events based on online data. Python, Jupyter, scikit-learn, gensim.

git_test

glmnet

:exclamation: This is a read-only mirror of the CRAN R package repository. glmnet — Lasso and Elastic-Net Regularized Generalized Linear Models. Homepage: http://www.jstatsoft.org/v33/i01/.

io_hub_setup

jagstutorial

jmcglone.github.io

Data for jmcglone.com. Includes customization of Bootstrap 3.0. Blog and pages generated by Jekyll. Hosted on GitHub.

kedro-great-expectations-example

keras-timeseries-prediction

Time series prediction with Sequential Model and LSTM units

kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

knitr_report

learningpyspark

Code base for the Learning PySpark book (in preparation)

msongsdb

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

music-genre-classification-with-the-million-song-dataset

neural-net-with-financial-time-series-data

This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow

paper_submission_bias_reduced_pot_tail_estimation

parallelr-biostat-2015

Materials for presentation on parallel R to the UC Berkeley biostatistics graduate students

r-ecology-lesson

:notebook: Data Carpentry R lessons on ecology.

r-novice-inflammation

Software Carpentry introduction to R for novices using inflammation data.

r-source

R Source Code

rbridge

:exclamation: This is a read-only mirror of the CRAN R package repository. rbridge — Restricted Bridge Estimation