clarafy / conformal-for-designLinks
☆28Updated 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
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆73Updated last year
- Vector Quantile Regression☆19Updated 9 months ago
- ☆37Updated 5 years ago
- ☆33Updated 3 years ago
- Pytorch implementation of VAEs for heterogeneous likelihoods.☆43Updated 3 years ago
- Code for the ICML 2019 paper 'Conditioning by adaptive sampling for robust design'☆37Updated 4 years ago
- A library for uncertainty quantification based on PyTorch☆121Updated 4 years ago
- ☆21Updated 11 months ago
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆24Updated 3 years ago
- Laplace Redux -- Effortless Bayesian Deep Learning☆43Updated 7 months ago
- Code for the paper: "Independent mechanism analysis, a new concept?"☆25Updated 2 years ago
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆40Updated 2 years ago
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆42Updated 4 years ago
- "Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")☆22Updated 4 years ago
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆30Updated 2 years ago
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Updated last year
- ☆18Updated last year
- ☆18Updated 2 years ago
- ☆15Updated 10 months ago
- An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)☆42Updated 3 years ago
- Supplementary code for the AISTATS 2021 paper "Matern Gaussian Processes on Graphs".☆53Updated 2 months ago
- The starter repository for submissions to the GeneDisco challenge for optimized experimental design in genetic perturbation experiments.☆24Updated 3 years ago
- Heteroscedastic Bayesian Optimisation in Numpy☆22Updated 2 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆43Updated 3 years ago
- Euclidean Wasserstein-2 optimal transportation☆47Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Updated last year