Guilherme's repositories
fashion-mnist
Hyper-parameter tuning on fashion-mnist
manga-mirror
Crawl manga from mangareader.net
monty-hall
Simulator for the Monty-hall problem. See https://thinkingthread.com/2018/08/19/the-monty-hall-problem/
CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
carousel_bandits
Source code and data from the RecSys 2020 article "Carousel Personalization in Music Streaming Apps with Contextual Bandits" by W. Bendada, G. Salha and T. Bontempelli
CLUE
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
dsv-data-science.github.io
Data Science DSV - Group website
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
ratatool
A tool for data sampling, data generation, and data diffing
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
scio
A Scala API for Apache Beam and Google Cloud Dataflow.
tfpd
tf profile and debug example/playground
TwitterTrends
An app that uses kafka and storm on a distributed system to determine trends on twitter in given time windows