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@Fredericcelerse
Fredericcelerse
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Frédéric CELERSE Fredericcelerse

Be good, be code !
  • EPFL
  • Lausanne

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  1. DataConsistencyDataConsistencyPublic

    This introductory project demonstrates the importance of verifying data consistency prior to using any ML approach. In this example, we show how to measure possible correlations between the feature…

    Python

  2. DrugClassificationDrugClassificationPublic

    A small project that takes medical data to predict which type of drugs to give to the patient

    Python

  3. MolGraphBBBMolGraphBBBPublic

    This is a small tutorial on how we can use AI and Computational Chemistry to predict the ability of a small molecule to pass (or not) the Blood Brain Barrier

    Python

  4. ToxiPredictToxiPredictPublic

    This is a small project including AI-based approach with Random Forest and Bayesian optimization to predict the toxicity of any organic molecules

    Python

  5. LLM-SQL-agentLLM-SQL-agentPublic

    This project leverages a pre-trained language model to convert natural language queries into SQL statements.

    Python

  6. LLM-RAG-exampleLLM-RAG-examplePublic

    Python


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