emaballarin
PhD student in (neuro-inspired) Deep Learning. Also: robust / trustworthy / Bayesian DL, kernel methods, computational neuroscience. Overenthusiastic tinkerer.
Dept. of Maths, UniTS | @LACoNIC-UniTS ⊆ @ailab-units | @sissa-data-science | @AI-Student-SocietyTrieste, Italy
Pinned Repositories
aistack
An automatically-bootstrapped AI research environment with (huge, maybe too much) batteries included
CARSO
👀🛡️ Code for the paper “Carefully Blending Adversarial Training and Purification Improves Adversarial Robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)
deeplearning-units
🧠🧑🏻💻 Repository for the Deep Learning course labs/practica (UniTS, Spring 2024)
ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
foveatorch
👀🔥 Differentiable foveated vision for Deep Learning methods
HinTorch
A critical, 🔥PyTorch-flavoured attempt at reproducing the results of 📃"Learning representations by back-propagating errors" (Nature, 1986) by Rumelhart, Hinton and Williams.
nmc-numpyro
🎲🔥 Unofficial implementation of Newtonian Monte Carlo MCMC sampling algorithm (after Arora et al., 2020) in JAX/NumPyro, with full NumPyro-API compatibility
persaturam
Because using gists is good... until they become too many to manage!
probml-units
🎲🧑🏻🏫 Repository for the Probabilistic Machine Learning labs/practica (@ UniTS, Spring 2023)
wsl2-linux-kernel-clearsky
[AUTO-RELEASE] Sources of latest WSL2 Linux kernel from Microsoft, with graysky2's patchset
emaballarin's Repositories
emaballarin/probml-units
🎲🧑🏻🏫 Repository for the Probabilistic Machine Learning labs/practica (@ UniTS, Spring 2023)
emaballarin/wsl2-linux-kernel-clearsky
[AUTO-RELEASE] Sources of latest WSL2 Linux kernel from Microsoft, with graysky2's patchset
emaballarin/foveatorch
👀🔥 Differentiable foveated vision for Deep Learning methods
emaballarin/CARSO
👀🛡️ Code for the paper “Carefully Blending Adversarial Training and Purification Improves Adversarial Robustness” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)
emaballarin/HinTorch
A critical, 🔥PyTorch-flavoured attempt at reproducing the results of 📃"Learning representations by back-propagating errors" (Nature, 1986) by Rumelhart, Hinton and Williams.
emaballarin/carso-msc-thesis
LaTeX source and related material for my M.Sc. thesis in Deep Learning
emaballarin/adv-ml-units
Repository for the Advanced Topics in Machine Learning practica (@ UniTS, Spring 2023)
emaballarin/buckaroo
[LINUX .NET 6] The decentralized package manager for C++ and friends 🏝️
emaballarin/city-lights-syntax-vsc
[Port] Port from original, with italics, additional colorizations and PRs merged (unpublished)
emaballarin/emaballarin.github.io-comments
utteranc.es-powered comment system for ballarin.cc / emaballarin.github.io
emaballarin/hugo-researcher
[TWEAK] A simple resume theme for Hugo, with reasonably non-upstreamable personal tweaks
emaballarin/large-spheres
Tweaks to the "Big Ballz" chess engine
emaballarin/linux-hyperv
[PATCH] Minimal-modifications forward-fitting to latest WSL2 Linux kernel provided by Microsoft
emaballarin/numerical-analysis-2021-2022
Personal working copy for https://www.math.sissa.it/course/phd-course-master-course/numerical-analysis-2021-2022
emaballarin/nupic.torch
[🛠️ Tweaks] Numenta Platform for Intelligent Computing PyTorch libraries
emaballarin/ProPPA
[Redirect] Source code for the implementation of the ProPPA platform
emaballarin/pydalgo
[TWEAK] Python-only Hidalgo (from the original at: https://github.com/micheleallegra/Hidalgo)
emaballarin/RDDL
Rapid Deployment Deep Learning
emaballarin/RemarkableLamyEraser
[🛠️ Newest Toolchain] Turns the button on the Lamy Pen EMR into an eraser on the reMarkable.
emaballarin/TyXe
TyXe, tentatively maintained!
emaballarin/upgit_store
Storage repository for publicly-accessible images uploaded with https://github.com/pluveto/upgit
emaballarin/xcartographcf
CartographCF NerdFonts Complete patching machinery (adaptation of https://github.com/adam7/delugia-code)
emaballarin/better-mpv-config
🛠️ An improved MPV Media Player v3 configuration file, customised to personal needs!
emaballarin/bit-che-3-scripts
Bit Che 3.0 scripts, tentatively updated
emaballarin/block
[DepsFix 🩹] An intelligent block matrix library for numpy, PyTorch, and beyond.
emaballarin/emaballarin
My GitHub personal readme-based "homepage"
emaballarin/MagiskOnWSA
Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)
emaballarin/md_to_html
Scripts for pandoc-powered conversion from Markdown to HTML (stylistically: extremely opinionated)
emaballarin/nntransfer
[DepsFix 🛠️] Framework for transfer experiments. Builds on top of nnfabrik and neuralpredictors.
emaballarin/rpi-benchmark
Script to run some benchmark test for Raspberry Pi