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 โ @ailab-units | @sissa-data-science | @AI-Student-SocietyTrieste, Italy
Pinned Repositories
CARSO
๐๐ก๏ธ Code for the paper โCarefully Blending Adversarial Training and Purification Improves Adversarial Robustnessโ by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)
deeplearning-units
๐ง ๐ง๐ปโ๐ป Repository for the Deep Learning course labs/practica (UniTS, Spring 2024)
ebtorch
๐ค๐ฅ Collection of PyTorch additions, extensions, utilities, uses and abuses
fastwonn
๐๐ฅFast, GPU-friendly, differentiable computation of Intrinsic Dimension via Maximum Likelihood, the TwoNN algorithm, and everything in between!
foveatorch
๐๐ฅ Differentiable foveated vision for Deep Learning methods
HinTorch
A critical, ๐ฅPyTorch-flavoured attempt at reproducing the results of ๐"Learning representations by back-propagating errors" (Nature, 1986) by Rumelhart, Hinton and Williams.
nmc-numpyro
๐ฒ๐ฅ 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
๐ฒ๐ง๐ปโ๐ซ 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
๐ฒ๐ง๐ปโ๐ซ Repository for the Probabilistic Machine Learning labs/practica (@ UniTS, Spring 2023)
emaballarin/FLASIO
Ready-to-install, official FL Studio ASIO driver without FL Studio itself!
emaballarin/wsl2-linux-kernel-clearsky
[AUTO-RELEASE] Sources of latest WSL2 Linux kernel from Microsoft, with graysky2's patchset
emaballarin/HinTorch
A critical, ๐ฅPyTorch-flavoured attempt at reproducing the results of ๐"Learning representations by back-propagating errors" (Nature, 1986) by Rumelhart, Hinton and Williams.
emaballarin/city-lights-icons-vsc
[Port] Port from original, with PRs merged (unpublished)
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[Port] Port from original, with italics, additional colorizations and PRs merged (unpublished)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/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
[๐ ๏ธ Newest Toolchain] Turns the button on the Lamy Pen EMR into an eraser on the reMarkable.
emaballarin/sci-hub-now
[๐ฆ FFFix] Free access to academic papers with just a single click! Abolish publishers, long live the open access movement! ๐ฆ
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
emaballarin/better-mpv-config
๐ ๏ธ 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/ClickerOverride
AutoHotkey script to enable the usage of remote presentation clickers in background/unfocused windows
emaballarin/emaballarin
My GitHub personal readme-based "homepage"
emaballarin/fitgabor
[DepsFix ๐ ๏ธ] A simple tool to find the Gabor filter that maximizes the output of your neuron model
emaballarin/gemini-ailab-units
A Beamerposter template with AILab @ UniTS logo and colors. Forked from Gemini.
emaballarin/gputil
[๐] A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python
emaballarin/MagiskOnWSA
Integrate Magisk root and Google Apps (OpenGApps) into WSA (Windows Subsystem for Android)
emaballarin/nnfabrik
[DepsFix ๐ ๏ธ] A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
emaballarin/nntransfer
[DepsFix ๐ ๏ธ] Framework for transfer experiments. Builds on top of nnfabrik and neuralpredictors.
emaballarin/NXEnhanced
[๐ท๐ป] Adds "quality-of-life" features to NextDNS website for a more practical usability