Pinned Repositories
AI-dev-playground
The training source code for the MyoQuant SDH Model
Comparative_Genomics
genetics
A web application about DNA sequence analysis written in Python with Flask framework.
IMPatienT
IMPatienT🗂️: an integrated web application to digitize, process and explore multimodal patient data. Demo version deployed at: https://impatient.lbgi.fr/
jumbo-tech-test
AI Agent (deep reinforcement learning) that learns to hide itself in a 12x12 matrix.
Machine-Learning-TD-ESBS
Machine Learning repository for my TD on 04/10 @ ESBS
ML-TD-ESBS-2
2nd machine-learning practical at the Biotechnology School of Strasbourg (ESBS)
MyoQuant
MyoQuant🔬: a tool to automatically quantify pathological features in muscle fiber histology images. Demo version deployed at: https://lbgi.fr/MyoQuant
MyoQuant-Streamlit
MyoQuant-Streamlit is a demo web application to showcase usage of MyoQuant. Demo version deployed at: https://lbgi.fr/MyoQuant
NLMyo
NLMyo🔧: a toolbox built to leverage the power of Large Language Models (LLMs) to exploit histology text reports. Demo version at: https://lbgi.fr/NLMyo
lambda-science's Repositories
lambda-science/IMPatienT
IMPatienT🗂️: an integrated web application to digitize, process and explore multimodal patient data. Demo version deployed at: https://impatient.lbgi.fr/
lambda-science/MyoQuant
MyoQuant🔬: a tool to automatically quantify pathological features in muscle fiber histology images. Demo version deployed at: https://lbgi.fr/MyoQuant
lambda-science/Machine-Learning-TD-ESBS
Machine Learning repository for my TD on 04/10 @ ESBS
lambda-science/MyoQuant-Streamlit
MyoQuant-Streamlit is a demo web application to showcase usage of MyoQuant. Demo version deployed at: https://lbgi.fr/MyoQuant
lambda-science/Comparative_Genomics
lambda-science/jumbo-tech-test
AI Agent (deep reinforcement learning) that learns to hide itself in a 12x12 matrix.
lambda-science/NLMyo
NLMyo🔧: a toolbox built to leverage the power of Large Language Models (LLMs) to exploit histology text reports. Demo version at: https://lbgi.fr/NLMyo
lambda-science/PredEx
Histology report exploration
lambda-science/STREAMLINE
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
lambda-science/AI-dev-playground
The training source code for the MyoQuant SDH Model
lambda-science/anonymizer
Small script developped to automatically remove patient personnal informations from text reports and images
lambda-science/ML-TD-ESBS-2
2nd machine-learning practical at the Biotechnology School of Strasbourg (ESBS)
lambda-science/arxiv-frontpage
My personal frontpage app
lambda-science/AutoML-Pipe
An automated, rigorous, and largely scikit-learn based machine learning analysis pipeline for binary classification. Adopts current best practices to avoid bias, optimize performance, ensure replicatability, capture complex associations (e.g. interactions and heterogeneity), and enhance interpretability. Includes (1) exploratory analysis, (2) data cleaning, (3) partitioning, (4) scaling, (5) imputation, (6) filter-based feature selection, (7) collective feature selection, (8) modeling with 'optuna' hyperparameter optimization across 13 implemented ML algorithms (including three rule-based machine learning algorithms: ExSTraCS, XCS, and eLCS), (9) testing evaluations with 16 classification metrics, model feature importance estimation, (10) automatically saves all results, models, and publication-ready plots (including proposed composite feature importance plots), (11) non-parametric statistical comparisons across ML algorithms and analyzed datasets, and (12) automatically generated PDF summary reports.
lambda-science/code-boilerplate
lambda-science/corentin-config
My Config Files for Zsh, WSL2 and various things
lambda-science/dnd-qa
lambda-science/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
lambda-science/haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
lambda-science/HistoQuant
lambda-science/lambda-science
lambda-science/machine-learning-introduction
My machine-learning introduction lecture at ESBS
lambda-science/moliere-analysis
lambda-science/scikit_ML_Pipeline_Binary_Notebook
An (updated and expanded) rigorous, well documented machine learning analysis pipeline for binary classification datasets assembled as a Jupyter Notebook. Includes exploratory analysis, data processing, feature processing, ML modeling (13 algorithms) with hyperparameter sweeps, visualizations, and statistical analysis. A comprehensive starting point to adapt to your own dataset.
lambda-science/spotify_scrapper
lambda-science/Stable-Diffusion-Debutant
Génération d'image niveau débutant: guide synthétique par Coco
lambda-science/stage-afaf
Starting point code for Afaf internship
lambda-science/stage-thompson
Stage de fin d'étude dans l'équipe de Julie D. Thomspon @ CSTB - iCube
lambda-science/streamlit-cognito-auth
A Streamlit component for authenticating users with AWS Cognito
lambda-science/thesis