sztal / pybdmLinks
Python implementation of block decomposition method for approximating algorithmic complexity
☆36Updated last year
Alternatives and similar repositories for pybdm
Users that are interested in pybdm are comparing it to the libraries listed below
Sorting:
- Uncertainty and causal emergence in complex networks☆118Updated 3 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Composable kernels for scikit-learn implemented in JAX.☆44Updated 4 years ago
- Automata on arbitrary networks, with Python☆63Updated 2 years ago
- Loss Landscapes of Regularized Linear Autoencoders☆144Updated 3 years ago
- Library for graphical models of decision making, based on pgmpy and networkx☆109Updated last year
- Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm☆52Updated 4 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep…☆151Updated 4 years ago
- Mapper Interactive is a customizable visualization framework for the analysis and visualization of high-dimensional point cloud data usin…☆21Updated 2 years ago
- ☆16Updated 4 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆45Updated 6 years ago
- Differentiable and numerically stable implementation of the matrix exponential☆33Updated 4 years ago
- Predict and analyze cellular automata using convolutional neural networks☆81Updated 4 years ago
- The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.☆63Updated 3 years ago
- Learning Tree structures and Tree metrics☆23Updated last year
- Implementation of approximate free-energy minimization in PyTorch☆20Updated 3 years ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated 10 months ago
- egtplot: A python package for 3-Strategy Evolutionary Games☆50Updated 3 months ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆43Updated 2 years ago
- "Variational inference tools to leverage estimator sensitivity."☆16Updated 2 years ago
- k-Nearest Neighbor Information Estimator☆26Updated 6 years ago
- Functional tensors for probabilistic programming☆242Updated last year
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆51Updated 2 years ago
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆58Updated 2 years ago
- Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design☆36Updated 4 years ago
- ❓y0 (pronounced "why not?") is for causal inference in Python☆58Updated last week
- ☆53Updated 2 years ago
- Bayesian algorithm execution (BAX)☆50Updated 3 years ago