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Le Doan's Projects

pykale icon pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources in Python for interdisciplinary research, part of the PyTorch ecosystem 🔥

python-for-bioimage-analysis icon python-for-bioimage-analysis

This is the repository for a Python bioimage analysis course which establishes the fundamentals of image analysis in the context of biological imaging.

survcnn icon survcnn

Redefining the utility of multi-omics data in cancer survival analysis

survival-filter-benchmark icon survival-filter-benchmark

Source code for "Benchmark of filter methods for feature selection in high-dimensional gene expression survival data"

tfdeepsurv icon tfdeepsurv

COX Proportional risk model and survival analysis implemented by tensorflow.

xai-workshop icon xai-workshop

A simple and short introduction to Juypter Notebook, Python and Explainable AI, creating the Local Interpretable Model-agnostic Explanations (LIME) method from scratch.

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