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29 lines (29 loc) · 873 Bytes
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{
"title": "JAXSR: JAX-based Symbolic Regression",
"description": "JAXSR is a fully open-source symbolic regression library built on JAX that discovers interpretable algebraic expressions from data. It uses sparse optimization techniques with JAX for automatic differentiation, JIT compilation, and GPU acceleration.",
"upload_type": "software",
"access_right": "open",
"license": "MIT",
"creators": [
{
"name": "Kitchin, John R.",
"affiliation": "Carnegie Mellon University"
}
],
"keywords": [
"symbolic regression",
"JAX",
"machine learning",
"sparse optimization",
"model discovery",
"scientific computing",
"interpretable machine learning"
],
"related_identifiers": [
{
"identifier": "https://github.com/jkitchin/jaxsr",
"relation": "isSupplementTo",
"scheme": "url"
}
]
}