Gabyjojo's repositories
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning-with-R-2nd-edition-code
Code from the book "Deep Learning with R, 2nd Edition"
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
kaobook
A LaTeX class for books, reports or theses based on https://github.com/kenohori/thesis and https://github.com/Tufte-LaTeX/tufte-latex.
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
defocus-deblurring-dual-pixel
Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.
Covid19Canada
Epidemiological Data from the COVID-19 Epidemic in Canada
stat_rethinking_2020
Statistical Rethinking Course Winter 2020/2021
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
rethinking
Statistical Rethinking course and book package
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
thesis-proposal-template
This is a Latex template for thesis proposals at the Data Engineering Systems Group.
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
AnIntroductionToDeepLearning
Code and accompanying data used in my book "An Introduction to Deep Learning"