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João Fernandes's Projects

awty icon awty

Are We There Yet? JS Tool for Adding / Removing CSS Classes when scrolling

caius icon caius

Dashboard Prototype using Angular 2 with @ngrx/store

faster-rcnn icon faster-rcnn

Implementation of the Faster R-CNN paper in PyTorch

galois icon galois

A simple document store that can store, retrieve, and query JSON documents using a custom query language.

handson-ml icon handson-ml

My solutions to the exercises of the book Hands-on Machine Learning with Scikit-Learn and TensorFlow

tiny-decoder-transformer icon tiny-decoder-transformer

Implementation and evaluation of decoder transformer improvements using the Tiny Stories dataset. A repository focused on practical exploration of transformer advancements.

verne-decoder-transformer icon verne-decoder-transformer

Implementation of a decoder transformer in Pytorch from scratch to generate text based on Jules Verne literary works.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yolov3 icon yolov3

Implementation of the YoloV3 object detection algorithm from scratch

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