AntoinePassemiers / Open-Challenges-Single-Cell-Perturbations

20th solution for Kaggle's competition "Open Problems – Single-Cell Perturbations"

Open Problems - Single Cell Perturbations

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20th solution for the "Open Problems – Single-Cell Perturbations" Kaggle competition.

Authors: Antoine Passemiers and Jalil Nourisa

• Data exploration, model design, and robustness analysis: op2-de-dl.ipynb
• Multiomics data analysis and integration: process_multiomics.ipynb
• Model ensembling: op2-ensemble.ipynb
• Combining gene expression modeling + Limma: op2-exp-dl.ipynb
• Evaluation of MRRMSE as the metric: op2-mrrmse.ipynb