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
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
fastwonn
🏁🥈Fast, GPU-friendly, differentiable computation of Intrinsic Dimension via Maximum Likelihood, the TwoNN algorithm, and everything in between!
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
probml-units
🎲🧑🏻🏫 Repository for the Probabilistic Machine Learning labs/practica (@ UniTS, Spring 2023)
thrmt
🔥🎲 Torched Random Matrix Theory
wsl2-linux-kernel-clearsky
[AUTO-RELEASE] Sources of latest WSL2 Linux kernel from Microsoft, with graysky2's patchset
emaballarin's Repositories
emaballarin/neural-toys
Old stuff related to (part of) coursework on Neural Networks and Machine Learning
emaballarin/bliss-backlimit
Performance-conscious patchwork for Bliss, as a PKGBUILD (crf.: https://scip.zib.de/index.php#download)
emaballarin/hypergraph
A library for hypergraphs and hypergraph algorithms
emaballarin/labview2018-archlinux
PKGBUILD for National Instruments LabVIEW 2018
emaballarin/manjaro-linux-stun
Manjaro Linux kernel, Slightly TUNed
emaballarin/manjaro-linux-stun-nvidia
Nvidia Extramodules for the Manjaro Linux kernel, Slightly TUNed
emaballarin/OTPython2
Python 2 implementation of rotors-based Vernam's OTP
emaballarin/pgi-compilers-done-right
PKGBUILD for Nvidia-PGI compilers (from the AUR) that actually builds
emaballarin/pgmult
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
emaballarin/zsh-summit-theme
A zsh theme inspired by Zeit, robbyrussell and Sorin