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Francesco Ballerini's Projects

deep-comedy icon deep-comedy

Generation of poetry in Dante's Divine Comedy style through deep learning techniques

deep-ga icon deep-ga

An implementation of a genetic algorithm aimed at evolving the parameters of a neural network to play Atari games

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

musicomb icon musicomb

A Sample-based Approach to Music Generation Through Constraints

nerfacc icon nerfacc

A General NeRF Acceleration Toolbox in PyTorch.

optimal-rectangle-packing icon optimal-rectangle-packing

An application of constraint programming and satisfiability modulo theories to the NP-complete problem known as optimal rectangle packing

particle-swarm-optimization icon particle-swarm-optimization

An implementation of particle swarm optimization and its application to the computer vision task of object detection via template matching

question-answering icon question-answering

Question answering on the SQuAD 1.1 dataset by fine-tuning distilled versions of BERT

turing-completeness-of-rnns icon turing-completeness-of-rnns

A formal proof of how to build a recurrent neural network that simulates an arbitrary Turing machine, alongside an implementation of a specific case

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