edadaltocg Goto Github PK

aerial-object-detection-with-flir

airline-affectation

Affectation problem resolution for airlines of different sizes with non-linear and linear programming methods.

case-loft

Resolução do Case da Loft para a Feira de Carreiras 22/08

demo-ood-detection

Hugging Face Space for showcasing how out-of-distribution (OOD) detection works.

detectors

Package to accelerate research on generalized out-of-distribution (OOD) detection.

dev-tools

Bootstrap dockerized development tools with ansible. Featuring Rust, Python, Go, LaTex, etc.

dotfiles

My configuration files.

edadaltocg.github.io

Personal website built with SvelteKit.

giniselector

Code for the paper "Trusting the Untrustworthy: A Cautionary Tale on the Pitfalls of Training-based Rejection Option"

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

gym-local-app

A gym application ran in a python server and played by a client connected to the network.

gym-web-app

Web application to play Atari games with RL.

igeood

Code for our paper "Igeood: An Information Geometry Approach to Out-of-Distribution Detection". ICLR 2022

install-pytorch-m1

Install PyTorch natively on Mac M1

mistral-src-finetune

FInetuning based on the reference implementation of Mistral AI models.

ml-and-communications-research

Public code and a few results for my research in NN applied to communication channels

ml-class-work

Repository to keep my Machine Learning class' work from the specialization Decision and Data Science from ISAE-SUPAERO (Toulouse, 2019)..

monte-carlo-and-markov-chains

Work done for two courses in Monte Carlo methods and Markov Chain.

ood-trajectory-projection

Code for the Paper "A Functional Data Perspective and Baseline on Multi-Layer Out-of-Distribution Detection"

pruning-mobilenet_v2-torch

Transfer learning for the Mobilenet_V2 implemented in Torch with pre-trained weights and original net architecture.

relative-uncertainty

Code for the paper "A Data-Driven Measure of Relative Uncertainty for Misclassification Detection"

simple-diffusion

Diffusion Probabilistic Models for low dimensional density estimation and sampling.

tasks-web-app

todd

A library for text out of distribution detection built on top of the huggingface transformers library in pytorch.

toddbenchmark

A benchmark for Text Out of Distribution detection methods.It is built on top of the HuggingFace Transformers/datasets libraries. It provides benchmarks tailored for text OOD detection.