115 dependents
Package Description Downloads/month
Bayesian optimization in PyTorch 774K
Spot pseudo-Imager on top of histology 460K
Deep probabilistic analysis of single-cell and spatial omics data 77K
Building a single-cell transcriptome-based coordinate system 49K
The net:cal calibration framework is a Python 3 library for measuring and mitiga... 41K
A Python package for Bayesian forecasting with object-oriented design and probab... 31K
SpaMV: An interpretable spatial multi-omics data integration and dimension reduc... 8K
Generative additive model for single cell perturbation v2 6K
Learning multi-omics perturbation language 6K
Puffing up reinforcement learning 5K
Puffing up reinforcement learning 5K
Bayesian IRT models in Python 4K
Sematic representation learning for single cell perturbation 3K
An extension of XGBoost to probabilistic modelling 3K
An extension of LightGBM to probabilistic modelling 3K
Comprehensive mapping of tissue cell architecture via integrated single cell and... 2K
Algorithms and tools for Bayesian trajectory modeling 2K
A multivariate RNA Velocity model to estimate future cell states with uncertaint... 2K
An experimental language for causal reasoning 1K
1K
CUQIpy plugin for PyTorch 1K
Graph-linked unified embedding for single-cell multi-omics data integration 1K
Mutual Information Estimation toolkit based on pytorch 1K
PIANO: Probabilistic Inference Autoencoder Networks for multi-Omics 984
Single-cell multiomics data analysis 947
factor models for omics data 927
Emulate simulations easily 878
Distributed single-cell data analysis. 828
SPICE: Sparse and Interpretable Cognitive Equations 811
Ancestral sequence reconstruction using a tree structured Ornstein Uhlenbeck var... 766
Variational Inference for Cell Type Evolution 710
Hierarchical Manifold Approximation and Projection 686
一个非常NB的包 641
High-resolution spectroscopy pipeline 628
UNAGI: deep generative AI for virtual disease and unsuperivsed in-silico perturb... 627
A package to generate synthetic coding sequences data 609
CRISPR guide assignment tool 554
Probabilistic factor analysis model with covariate guided factors 540
Spatiotemporal modeling of spatial transcriptomics 488
CLI suite for benchmarking topic models 451
Stochastic Deep Learning for PyTorch 438
Python gaussian processes for inference on multi-wavelength light curves 437
[BMM 24-25] "Just Relax It": Implementation of different relaxation methods 404
Atlas-level data integration in multi-condition single-cell genomics 395
Pytorch+GPytorch implementation of GDRFs from San Soucie et al. 2020 389
A benchmarking toolkit for genomic prediction with multiple methods and LLM-powe... 374
Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion 365
Probabilistic factor analysis model with covariate guided factors 358
Single-Cell Genome-Wide Chromatin Accessibility 350
Python library based on pytorch for efficiently solving and computing sensitivit... 348