Guilherme's repositories
rlplg
RL Playground
scio
A Scala API for Apache Beam and Google Cloud Dataflow.
fashion-mnist
Hyper-parameter tuning on fashion-mnist
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.
dsv-data-science.github.io
Data Science DSV - Group website
CLUE
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
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
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
ratatool
A tool for data sampling, data generation, and data diffing
hyperopt
Distributed Asynchronous Hyperparameter Optimization in Python
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
TwitterTrends
An app that uses kafka and storm on a distributed system to determine trends on twitter in given time windows
zoltar
Common library for serving TensorFlow, XGBoost and scikit-learn models in production.
BOE
Bandit Observation Engine: simulating context-free bandits.
tfpd
tf profile and debug example/playground
monty-hall
Simulator for the Monty-hall problem. See https://thinkingthread.com/2018/08/19/the-monty-hall-problem/
manga-mirror
Crawl manga from mangareader.net