VanessB / mutinfoLinks
Mutual information estimators and benchmarks
☆14Updated 3 weeks ago
Alternatives and similar repositories for mutinfo
Users that are interested in mutinfo are comparing it to the libraries listed below
Sorting:
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆20Updated 5 months ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆21Updated last year
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆35Updated 3 years ago
- Pytorch implementation of "Entropic Neural Optimal Transport via Diffusion Processes" (NeurIPS 2023, oral).☆38Updated last year
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆12Updated last year
- ☆24Updated 4 years ago
- Mutual information estimators and benchmark☆53Updated 2 weeks ago
- Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent☆19Updated last year
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆20Updated 3 years ago
- PyTorch implementation of Variational Diffusion Models.☆94Updated last year
- Difference-of-Entropies (DoE) Estimator☆25Updated 3 years ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆108Updated last year
- Normalizing Flows with a resampled base distribution☆47Updated 3 years ago
- Code for reproducing results in the sliced score matching paper (UAI 2019)☆148Updated 5 years ago
- Code repository for Particle Denoising Diffusion Sampler☆15Updated last year
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆23Updated 3 years ago
- Simple (and cheap!) neural network uncertainty estimation☆70Updated 4 months ago
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆84Updated 3 years ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆182Updated 3 years ago
- Featurized Density Ratio Estimation☆20Updated 4 years ago
- Neural Tangent Kernel Papers☆117Updated 8 months ago
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆25Updated last year
- Example code of Sparse Gaussian Process Attention (ICLR 2023)☆26Updated 2 weeks ago
- PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)☆208Updated last year
- Testing methods for estimating KL-divergence from samples.☆66Updated 6 months ago
- PyTorch implementation of "Robust Barycenter Estimation using Semi-unbalanced Neural Optimal Transport" (ICLR 2025)☆12Updated 2 months ago
- [ICML2022] Variational Wasserstein gradient flow☆24Updated 2 years ago
- ☆175Updated last year
- Information-theoretic diffusion, simplified code example.☆32Updated 2 years ago
- Regularized Neural ODEs (RNODE)☆85Updated 4 years ago