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
Language:Python3 2 10
CARSO
👀🛡️ Code for the paper “CARSO: Counter-Adversarial Recall of Synthetic Observations” by Emanuele Ballarin, Alessio Ansuini and Luca Bortolussi (2024)
Language:Python3 2 00
deeplearning-units
🧠🧑🏻‍💻 Repository for the Deep Learning course labs/practica (UniTS, Spring 2024)
Language:Jupyter Notebook346
ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
Language:Python8 4 00
foveatorch
👀🔥 Differentiable foveated vision for Deep Learning methods
Language:Python3 2 00
HinTorch
A critical, 🔥PyTorch-flavoured attempt at reproducing the results of 📃"Learning representations by back-propagating errors" (Nature, 1986) by Rumelhart, Hinton and Williams.
Language:Jupyter Notebook3 3 12
nmc-numpyro
🎲🔥 Unofficial implementation of Newtonian Monte Carlo MCMC sampling algorithm (after Arora et al., 2020) in JAX/NumPyro, with full NumPyro-API compatibility
Language:Python0 1 30
persaturam
Because using gists is good... until they become too many to manage!
Language:Shell4 1 00
probml-units
🎲🧑🏻‍🏫 Repository for the Probabilistic Machine Learning labs/practica (@ UniTS, Spring 2023)
Language:Jupyter Notebook13 3 07
wsl2-linux-kernel-clearsky
[AUTO-RELEASE] Sources of latest WSL2 Linux kernel from Microsoft, with graysky2's patchset
Language:Roff5 4 11

emaballarin's Repositories

emaballarin/deeplearning-units
🧠🧑🏻‍💻 Repository for the Deep Learning course labs/practica (UniTS, Spring 2024)
Language:Jupyter Notebook346
emaballarin/ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
Language:Python8 4 00
emaballarin/xmonolisa
MonoLisa NerdFonts Complete patching machinery (adaptation of https://github.com/adam7/delugia-code)
Language:Python3 3 00
emaballarin/FLASIO
Ready-to-install, official FL Studio ASIO driver without FL Studio itself!
Language:PowerShell2 3 0
emaballarin/city-lights-icons-vsc
[Port] Port from original, with PRs merged (unpublished)
Language:TypeScript1 1 0
emaballarin/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
Language:Python1 2 0
emaballarin/homebrew-cloudflare
[🛠️🧪]
Language:Ruby1 1 0
emaballarin/paper2remarkable
[🧪] Fetch an academic paper or web article and send it to the reMarkable tablet with a single command
Language:Python1 1 0
emaballarin/pip_install_if_missing
📦 Easily install Python packages if they are missing. Thought for Colab-like disposable environments.
Language:Python1
emaballarin/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
Language:Python1 0 0
emaballarin/sci-hub-now
[🦊 FFFix] Free access to academic papers with just a single click! Abolish publishers, long live the open access movement! 🦅
Language:JavaScript1
emaballarin/TabPy
🧪 [Case Sensitive Config Parsing] Execute Python code on the fly and display results in Tableau visualizations:
Language:Python1 1 0
emaballarin/webdataset
[🧪] A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Language:Python1 0 0
emaballarin/apex
[Personal fork] NVIDIA Apex
Language:Python0 0
emaballarin/cascadia-code
[BLEEDING] This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal.
Language:Python1 0
emaballarin/chrome-open-in-spotify-client
Instead of opening open.spotify.com links in the browser they will always be opened in Spotify
Language:JavaScript1 0
emaballarin/ClickerOverride
AutoHotkey script to enable the usage of remote presentation clickers in background/unfocused windows
Language:AutoHotkey
emaballarin/DADApy
[⏩] Distance-based Analysis of DAta-manifolds in python (for use within the pipfury.ballarin.cc PyPI index)
Language:Python0 0
emaballarin/datajoint-python
[DepsFix 🛠️] Relational data pipelines for the science lab
Language:Python1 0
emaballarin/digitalgarden_template
[⚒️ Clone of the original, with updated dependencies]
Language:SCSS2 0
emaballarin/fitgabor
[DepsFix 🛠️] A simple tool to find the Gabor filter that maximizes the output of your neuron model
Language:Python1 0
emaballarin/gemini-ailab-units
A Beamerposter template with AILab @ UniTS logo and colors. Forked from Gemini.
Language:TeX1 01
emaballarin/gputil
[🔀] A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python
Language:Python0 0
emaballarin/hdbscan
A high performance implementation of HDBSCAN clustering.
Language:Jupyter Notebook
emaballarin/jupyter-notebook-viewer
[🧪] Google Chrome extension for viewing Jupyter Notebooks in the browser, without a running Jupyter Server
Language:JavaScript
emaballarin/ml_dtypes
[🩹 UN-DEPRECATE] A stand-alone implementation of several NumPy dtype extensions used in machine learning.
Language:C++0 0
emaballarin/nnfabrik
[DepsFix 🛠️] A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.
Language:Jupyter Notebook1 0
emaballarin/NXEnhanced
[👷🏻] Adds "quality-of-life" features to NextDNS website for a more practical usability
Language:JavaScript1 0
emaballarin/prodigy
[Mergeall 🔀] The Prodigy optimizer and its variants for training neural networks.
Language:Python0 0
emaballarin/wsl-hello-sudo
PAM-based sudo authentication by Windows Hello on Windows Subsystem for Linux (WSL)
Language:Rust