Pchambet - Overview
Pierre Chambet Pchambet
ML & Deep Learning engineer — Télécom SudParis / Institut Polytechnique de Paris. Building from first principles, shipping real-world applications.
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Telecom SudParis
- Paris
- https://pchambet.github.io
- in/pierre-chambet
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What do CNNs actually learn? Visualizing VGG16 filters, explaining predictions with Grad-CAM, testing CNIL anonymization methods, and building a one-shot face recognition system.
Jupyter Notebook
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Understanding latent spaces, denoising, and generative modeling
Python
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Exploring and learning Deep Learning step by step.
Jupyter Notebook 2
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8 124 champignons, 22 descripteurs — comment transformer des mots en géometrie pour prédire la toxicité
Python
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This project applies unsupervised machine learning techniques to analyze clinical gait data.
Python
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An implementation of a differentiable particle filter using entropy-regularized optimal transport. Enables gradient-based optimization.
Jupyter Notebook