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new test and examples, and more cleanup
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MarcusMNoack committed May 31, 2024
1 parent 87ae9ac commit c7d74e2
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Showing 14 changed files with 250,218 additions and 647 deletions.
126,793 changes: 126,751 additions & 42 deletions docs/source/examples/MultiTaskTest.ipynb

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40 changes: 10 additions & 30 deletions docs/source/examples/NonEuclideanInputSpaces.ipynb
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"cells": [
{
"cell_type": "markdown",
"id": "cfd2d435",
"id": "cc93dc5b",
"metadata": {},
"source": [
"# GPs on Non-Euclidean Input Spaces\n",
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},
{
"cell_type": "code",
"execution_count": 1,
"id": "b0af657a",
"execution_count": null,
"id": "4a62f7bc",
"metadata": {},
"outputs": [],
"source": [
"#install the newest version of fvgp\n",
"#!pip install fvgp==4.2.0"
"#!pip install fvgp==4.2.2"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "07f2ccd9",
"execution_count": null,
"id": "4accf8a2",
"metadata": {},
"outputs": [],
"source": [
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},
{
"cell_type": "code",
"execution_count": 3,
"id": "3853b3a0",
"execution_count": null,
"id": "195fac6d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hyperparameters: [1.43431191 0.40010055]\n",
"prediction : [2.74004694]\n",
"uncertainty: [1.19762762]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/marcus/Coding/fvGP/fvgp/gp.py:261: UserWarning: hyperparameter_bounds not provided. They will have to be provided in the training call.\n",
" warnings.warn(\"hyperparameter_bounds not provided. \"\n",
"/home/marcus/Coding/fvGP/fvgp/gp.py:301: UserWarning: No noise function or measurement noise provided. Noise variances will be set to 1% of mean(y_data).\n",
" self.likelihood = GPlikelihood(self.data.x_data,\n"
]
}
],
"outputs": [],
"source": [
"#making the x_data a set will allow us to put any objects or structures into it.\n",
"x_data = [('hello'),('world'),('this'),('is'),('fvgp')]\n",
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{
"cell_type": "code",
"execution_count": null,
"id": "1df1ecda",
"id": "7055a031",
"metadata": {},
"outputs": [],
"source": []
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300 changes: 50 additions & 250 deletions docs/source/examples/SingleTaskTest.ipynb

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146 changes: 50 additions & 96 deletions docs/source/examples/gp2ScaleTest.ipynb

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