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Martin Kim's Projects

bioe145 icon bioe145

Course notebooks for BIOE 145, Machine Learning for Computational Biology

cansig icon cansig

Discovering de novo shared transcriptional programs in single cancer cells

cell2location icon cell2location

Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics (cell2location model)

ecosystem-ci icon ecosystem-ci

Automate issue discovery for your projects against Lightning nightly and releases.

fsdl-labs-2022 icon fsdl-labs-2022

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mrvi icon mrvi

Multi-resolution Variational Inference

mudata icon mudata

Multimodal Data (.h5mu) implementation for Python

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

scanpy icon scanpy

Single-cell analysis in Python. Scales to >1M cells.

scgen icon scgen

Single cell perturbation prediction

scib icon scib

Benchmarking analysis of data integration tools

scvelo icon scvelo

RNA Velocity generalized through dynamical modeling

scvi-tools icon scvi-tools

Deep probabilistic analysis of single-cell omics data

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