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Junyan Song's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

bseqsc icon bseqsc

Bulk-Sequence Single-Cell Gene Expression Deconvolution Pipeline

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

hmmdmdv icon hmmdmdv

R package: Hidden Markov Model for Bayesian Inference of large-scale mean and variance testing

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

pynpb icon pynpb

Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

scclust icon scclust

Package: Segmentation and Clustering of Single Cell Sequencing Copy Number Profiles

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

xcell icon xcell

Cell types enrichment analysis

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