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steering-vectors-from-finetuning
steering-vectors-from-finetuning PublicExploration of an alternative approach to extracting steering vectors. Instead of using the classical contrastive method we investigate whether comparing activations between a base model and its fi…
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RNN_music_generator
RNN_music_generator PublicImplementation of a recurrent neural network for the generation of music, following the work presented in [JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs, by Gino …
Jupyter Notebook 1
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LogitLens_SentimentAnalysis
LogitLens_SentimentAnalysis PublicInterpretability of GPT-2 when performing sentiment analysis using the Logit Lens technique. The Logit Lens allows us to inspect how predictions evolve through the model's intermediate layers, prov…
Jupyter Notebook
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Diabetes-BayesianModel
Diabetes-BayesianModel PublicBayesian Network that encodes the relationships between diabetes, its risk factors, and its effects
Jupyter Notebook 1
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GlaucomaDetection
GlaucomaDetection PublicDevelopment and analysis of various deep NN models to detect glaucoma cases from fundus images. The performance of the best model was evaluated with cross-validation. Mean F1-score: 0.95975, with a…
Jupyter Notebook
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