Conditional density estimation with neural networks
☆35Jan 18, 2025Updated last year
Alternatives and similar repositories for pyknos
Users that are interested in pyknos are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)☆14May 26, 2026Updated 5 months ago
- Normalizing flows in PyTorch☆1,020Dec 27, 2024Updated last year
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆87Jun 20, 2025Updated last year
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Jul 3, 2020Updated 6 years ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆20Jul 13, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Community-sourced list of papers and resources on neural simulation-based inference.☆167Updated this week
- Simulation-based inference benchmark☆123Jan 23, 2025Updated last year
- Website☆12Aug 2, 2026Updated 2 months ago
- Normalizing flows in PyTorch☆467Mar 10, 2026Updated 7 months ago
- Efficient random sampling via linear interpolation.☆18Jul 27, 2026Updated 3 months ago
- Stainless neural networks in JAX☆37Jun 13, 2026Updated 4 months ago
- Sequential Neural Likelihood☆43Sep 12, 2019Updated 7 years ago
- Differentiable star formation histories☆14Oct 3, 2026Updated 3 weeks ago
- SBI Workshop jointly by Helmholtz AI + ML ⇌ Science Colaboratory☆25Apr 12, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A drift-diffusion modeling (DDM) framework for Python3☆19Jul 3, 2023Updated 3 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆14Oct 10, 2026Updated 2 weeks ago
- Neural Simulation-based Inference with GNN for Jeans Modeling☆10Feb 23, 2024Updated 2 years ago
- A semi-analytical satellite galaxy and dark matter halo generator☆31Feb 26, 2024Updated 2 years ago
- Tools related to analyzing eye tracking data from cogntive sciences experiments☆16Mar 27, 2024Updated 2 years ago
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 3 years ago
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 4 years ago
- Code for Neural Spline Flows paper☆296Oct 19, 2025Updated last year
- Publication-quality astronomy sky plots in Python — WCS frames for any projection, spherical-geometry regions, tilted globes, cone frames…☆29Aug 8, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Investigation of biases on the parameters of GW sources in LISA and the Einstein Telescope from confusion noise of other resolved or unre…