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)☆13May 26, 2026Updated last month
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆838Updated this week
- Normalizing flows in PyTorch☆1,019Dec 27, 2024Updated last year
- Efficient random sampling via linear interpolation.☆16Sep 25, 2024Updated last year
- Community-sourced list of papers and resources on neural simulation-based inference.☆162Jan 28, 2026Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Combination of transformers and diffusion models for flexible all-in-one simulation-based inference☆83Jun 20, 2025Updated last year
- Website☆12Jun 21, 2026Updated last week
- Normalizing flows in PyTorch☆462Mar 10, 2026Updated 3 months ago
- Stainless neural networks in JAX☆36Jun 13, 2026Updated 2 weeks ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Jul 3, 2020Updated 5 years ago
- GATSBI: Generative Adversarial Training for Simulation-Based Inference☆20Jul 13, 2023Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆241May 13, 2026Updated last month
- Robust ML in Astro☆78May 6, 2026Updated last month
- Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations☆111Sep 11, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Website for Astro330 Lab Viewing☆23Dec 9, 2021Updated 4 years ago
- Sequential Neural Likelihood☆42Sep 12, 2019Updated 6 years ago
- Sparse representation of HEALPix maps in Python☆15Jun 5, 2026Updated 3 weeks ago
- Tools related to analyzing eye tracking data from cogntive sciences experiments☆16Mar 27, 2024Updated 2 years ago
- We got a stew going!☆27Oct 3, 2023Updated 2 years ago
- Sky mapping with matplotlib and PROJ☆23Jun 20, 2026Updated last week
- An experiment: emcee implemented in JAX☆28Jul 1, 2022Updated 3 years ago
- Codes to reproduce results in the paper☆10Apr 9, 2021Updated 5 years ago
- This is an implementation of direct density ratio estimation by unconstrained Least-Squares Importance Fitting (uLSIF) with python.☆16May 31, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design☆45Jun 14, 2021Updated 5 years ago
- Gravitational-wave astronomy in JAX☆15Jun 20, 2026Updated last week
- Short Fourier Transforms for Fresnel-weighted Template summation☆14May 29, 2025Updated last year
- Gradient-informed particle MCMC methods☆12Jan 29, 2024Updated 2 years ago
- GW polarization parameterizations and corresponding Jacobians.☆12Sep 26, 2023Updated 2 years ago
- Simulation-based (likelihood-free) inference customized for astronomical applications☆30Nov 4, 2024Updated last year
- Package for data-driven and phenomenological gravitational waveform models☆12Jun 13, 2026Updated 2 weeks ago
- Numerical relativity surrogate waveform in Jax☆19Aug 14, 2025Updated 10 months ago
- Waveform model for inspiralling precessing-eccentric compact binaries☆20Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Astronomical source modeling in jax☆29May 13, 2026Updated last month
- Fill in masked values in an image☆25Jul 23, 2024Updated last year
- ☆11Oct 16, 2023Updated 2 years ago
- Package of useful sampling algorithms written in MLX.☆17Feb 27, 2024Updated 2 years ago
- Manifold-learning flows (ℳ-flows)☆234Nov 13, 2020Updated 5 years ago
- Implemenation of PQMass from Lemos et al. 2024☆21Apr 24, 2026Updated 2 months ago
- Making use of the REST API (NeuroMorpho.org v7) to query the database☆13Jun 20, 2023Updated 3 years ago