Guilherme (guidj)

guidj

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Company:@spotify

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Guilherme's repositories

fashion-mnist

Hyper-parameter tuning on fashion-mnist

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manga-mirror

Crawl manga from mangareader.net

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monty-hall

Simulator for the Monty-hall problem. See https://thinkingthread.com/2018/08/19/the-monty-hall-problem/

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transit

GTFS based transportation ontology

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BOE

Bandit Observation Engine: simulating context-free bandits.

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CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

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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

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CLUE

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

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dsv-data-science.github.io

Data Science DSV - Group website

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hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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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

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ratatool

A tool for data sampling, data generation, and data diffing

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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.

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rlplg

RL Playground

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scio

A Scala API for Apache Beam and Google Cloud Dataflow.

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tfpd

tf profile and debug example/playground

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TwitterTrends

An app that uses kafka and storm on a distributed system to determine trends on twitter in given time windows

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zoltar

Common library for serving TensorFlow, XGBoost and scikit-learn models in production.

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