Machine Learning for Bioinformatics
LSTM-based cell-type classification with dimensionality-reduction pipelines.
Group Project — Machine Learning, Nankai University · Sep 2023 – Dec 2023
- Developed an LSTM-based model for cell-type classification, integrating CCA outputs with PCA and LSTM representations.
- Reproduced classification and clustering pipelines using gene filtering, log transformation, scaling, PCA, UMAP, and Leiden clustering.