Giovanni d'Ario's repositories
gnn_material
Notebooks with some basic notes on GNNs
aoc21
Advent of Code 2021 (only a few problems)
cameracomp
Simple simulations to test the camera algorithm
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
coursera_algorithms
Programs from the "Algorithms" specialization on Coursera.
deeplearningai
Collection of notebooks from Deeplearning.ai short courses.
DL-workshop-2017
A lightning-fast introduction to some concepts in ML/DL
dl_workshop_2016
Some Org mode notes from the DL workshop in Hinxton
dotfiles
Various dotfiles.
edx_causal_diagrams
Notes from Hernan's edX course on causal diagrams.
gdamisc
Collection of utility R functions for various (mostly bioinformatics-related) purposes
gsea_tutorial
Slide and code to accompany the gene set enrichment tutorial
learn-github-actions
Temporary repo to familiarise with GitHub Actions
learning_pytorch
Sparse notes and experimens with pytorch
learning_transformers
Sparse notes on Huggingface's transformer library
MedicalRiskPredictionModels
Code from the book by Gerds and Kattan
moa
Code for the MoA challenge
pcs_minicourse
Material for the PCS mini-course on ML for text
ppi_with_lstm
Experiments in PPI wiht RNNs and CNNs
pytorch_homl3
Attempt to convert most of the examples in A. Geron's book into PyTorch.
real_or_not
Extremely basic experiments with the "Real or Not" Kaggle challenge. For didactic purposes only.
sberbank
Exercises from the Sberbank Kaggle competitions
spacy_course
A collection of notebooks about the Spacy course by Ines Montani
stan_course
Notes on Stan and some attempts to recreate the use cases using ggplot2 and the tidyverse.
udacity_norvigs_course
Norvig's course "How to Design Programs" on Udacity