gidonro / Network-DeconvolutionLinks
Python implementation of network deconvolution as a general method to distinguish direct dependencies in network
☆17Updated 11 years ago
Alternatives and similar repositories for Network-Deconvolution
Users that are interested in Network-Deconvolution are comparing it to the libraries listed below
Sorting:
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆58Updated 2 years ago
- Supplementary code for the AISTATS 2021 paper "Matern Gaussian Processes on Graphs".☆53Updated last month
- Use LSTM neural network for 1D distributional data prediction☆22Updated 3 years ago
- Mixture of Gaussian Processes Model for Sparse Longitudinal Data☆38Updated 3 years ago
- Loss Landscapes of Regularized Linear Autoencoders☆147Updated 3 years ago
- ☆56Updated 6 months ago
- The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRN…☆150Updated 4 years ago
- Approximate knockoffs and model-free variable selection.☆56Updated 4 years ago
- REGAIN (Regularised Graphical Inference)☆29Updated 2 years ago
- Graphical modelling with time series data using an ODE model☆12Updated 3 years ago
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆58Updated 3 months ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Updated 4 years ago
- Controllability models of complex networks☆28Updated last year
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie…☆20Updated 2 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆27Updated 5 years ago
- ☆83Updated last year
- ☆19Updated 5 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆155Updated 2 years ago
- Official implementation of Joint Multidimensional Scaling☆23Updated 2 years ago
- Contrastive neighbor embeddings☆57Updated last month
- TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics☆131Updated last year
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆31Updated 3 years ago
- PyTorch implementation of the paper "Neural Decomposition: Functional ANOVA with Variational Autoencoders"☆25Updated 5 years ago
- Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's …☆23Updated 4 years ago
- ☆22Updated 6 years ago
- A Python package for General Graphical Lasso computation☆39Updated 10 months ago
- ESANN20 paper code repository. This package is a perplexity-free extension of Parametric t-SNE dimensionality reduction method implemente…☆23Updated 2 years ago
- A practical tool for Maximal Information Coefficient (MIC) analysis☆138Updated last year
- Differential Robust PCA☆13Updated 3 years ago
- ☆28Updated 3 years ago