clarafy / conformal-for-designLinks
☆29Updated 3 years ago
Alternatives and similar repositories for conformal-for-design
Users that are interested in conformal-for-design are comparing it to the libraries listed below
Sorting:
- Bayesian optimization with conformal coverage guarantees☆29Updated 3 years ago
- ☆18Updated last year
- ☆37Updated 5 years ago
- "Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")☆22Updated 4 years ago
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Updated last year
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆40Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆72Updated last year
- Laplace Redux -- Effortless Bayesian Deep Learning☆43Updated 6 months ago
- ☆21Updated 10 months ago
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆43Updated 3 years ago
- ☆32Updated 3 years ago
- ☆18Updated last year
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆30Updated 2 years ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆23Updated 3 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Updated 2 years ago
- ☆15Updated 10 months ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆42Updated 4 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Updated 3 years ago
- Vector Quantile Regression☆19Updated 8 months ago
- ☆18Updated 2 years ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Updated last year
- Heteroscedastic Bayesian Optimisation in Numpy☆22Updated 2 years ago
- A library for uncertainty quantification based on PyTorch☆122Updated 3 years ago
- Official implementation of Joint Multidimensional Scaling☆23Updated 2 years ago
- ☆22Updated last year
- The starter repository for submissions to the GeneDisco challenge for optimized experimental design in genetic perturbation experiments.☆24Updated 3 years ago
- Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions☆24Updated 2 years ago
- ☆22Updated 2 years ago
- Supplementary code for the AISTATS 2021 paper "Matern Gaussian Processes on Graphs".☆53Updated last month