exojax

Spectrum modeling toolkit

An open-source software framework that enables gradient-based optimizations and Bayesian inference for exoplanet spectrum modeling using JAX

🐈 Automatic differentiable spectrum modeling of exoplanets/brown dwarfs using JAX, compatible with NumPyro and JAXopt

GitHub

57 stars
4 watching
14 forks
Language: Jupyter Notebook
last commit: almost 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
jaxgaussianprocesses/gpjaxProvides a low-level interface to Gaussian process models in JAX for flexible extension and customisation467
kaiyangzhou/dassl.pytorchA PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision.1,236
expectationmax/sklearn-jax-kernelsA set of composable kernels for scikit-learn implemented in JAX to accelerate computation and gradient calculation.42
yu-changqian/torchsegA toolkit for building and training semantic segmentation models using PyTorch.1,408
alvarobartt/safejaxSerialization of JAX, Flax, Haiku, or Objax model parameters using a safer alternative to pickle.42
glegris/nuklear4jA Java binding for an immediate mode graphical user interface toolkit written in C.69
adamlilith/enmsdmxTools and functions for modeling species distributions and niches using spatial data analysis25
differentiableuniverseinitiative/jax_cosmoA Python library for differentiable cosmology using automatic differentiation on GPUs182
yandex/faster-rnnlmA toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation.560
mojaie/moleculargraph.jlA Julia-based toolkit for graph-based molecule modeling and chemoinformatics analysis202
apolloscapeauto/dataset-apiA toolkit providing various datasets and utilities for autonomous driving research and development571
hanskrupakar/coco-style-dataset-generator-guiAn interactive GUI tool to annotate COCO-style JSON Polygon masks and bounding boxes.144
numaproj/numalogicA collection of machine learning models and tools for real-time time series data analytics and anomaly detection168
jonghyunharrylee/pypcgaSoftware library for inverse modeling of subsurface systems using geostatistical methods24
jobovy/gaia_toolsA collection of tools for working with astronomical data from various sources.63