mirror of
https://github.com/wassname/optuna-dashboard.git
synced 2026-08-20 12:40:54 +08:00
Add rustlib package
This commit is contained in:
c-bata
+17
-2
@@ -1,3 +1,4 @@
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# Python
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*.pyc
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__pycache__/
|
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venv/
|
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@@ -5,13 +6,27 @@ venv/
|
||||
*.egg-info
|
||||
dist/
|
||||
build/
|
||||
optuna_dashboard/public/
|
||||
|
||||
# JS
|
||||
node_modules/
|
||||
public/
|
||||
tmp/
|
||||
standalone_app/public/
|
||||
|
||||
# VSCode
|
||||
vscode/assets/
|
||||
*.vsix
|
||||
|
||||
# Databases
|
||||
*.sqlite3
|
||||
*.db
|
||||
|
||||
# Docs
|
||||
docs/_build/
|
||||
docs/_generated/
|
||||
|
||||
# Rust
|
||||
rustlib/target/
|
||||
rustlib/pkg/
|
||||
|
||||
# Others
|
||||
tmp/
|
||||
|
||||
Generated
+388
@@ -0,0 +1,388 @@
|
||||
# This file is automatically @generated by Cargo.
|
||||
# It is not intended for manual editing.
|
||||
version = 3
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||||
|
||||
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||||
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||||
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||||
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|
||||
|
||||
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||||
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||||
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||||
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||||
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||||
]
|
||||
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||||
[[package]]
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|
||||
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|
||||
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|
||||
"ordered-float",
|
||||
"rand",
|
||||
"rayon",
|
||||
"thiserror",
|
||||
]
|
||||
|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
[[package]]
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||||
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||||
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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||||
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|
||||
|
||||
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||||
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||||
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|
||||
|
||||
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|
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|
||||
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|
||||
|
||||
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|
||||
|
||||
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|
||||
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|
||||
js-sys = "0.3.61"
|
||||
serde-wasm-bindgen = "0.4"
|
||||
|
||||
[lib]
|
||||
crate-type = ["cdylib"]
|
||||
@@ -0,0 +1,30 @@
|
||||
<!DOCTYPE html>
|
||||
<html lang="en-US">
|
||||
<head>
|
||||
<meta charset="utf-8" />
|
||||
<title>hello-wasm example</title>
|
||||
</head>
|
||||
<body>
|
||||
<script type="module">
|
||||
import init, {wasm_fanova_calculate} from "./pkg/optuna_wasm.js";
|
||||
|
||||
async function run_wasm() {
|
||||
await init();
|
||||
|
||||
// targets = x1^2 + x2
|
||||
let features = [
|
||||
Array.from({length: 100}, () => Math.random() + 1),
|
||||
Array.from({length: 100}, () => Math.random() + 1),
|
||||
];
|
||||
let targets = features[0].map((x1, i) => x1 * x1 + features[1][i])
|
||||
|
||||
console.dir(features)
|
||||
console.dir(targets)
|
||||
|
||||
console.log(wasm_fanova_calculate(features, targets));
|
||||
}
|
||||
|
||||
run_wasm();
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
@@ -0,0 +1,26 @@
|
||||
use js_sys::Array;
|
||||
use serde_wasm_bindgen::from_value;
|
||||
use fanova::{FanovaOptions, RandomForestOptions};
|
||||
use wasm_bindgen::prelude::*;
|
||||
|
||||
#[wasm_bindgen]
|
||||
pub fn wasm_fanova_calculate(features: Array, targets: Array) -> Vec<f64> {
|
||||
// TODO(c-bata): Fix error handling
|
||||
let features_vec: Vec<Vec<f64>> = features
|
||||
.iter()
|
||||
.map(|x| from_value::<Vec<f64>>(x).unwrap())
|
||||
.collect();
|
||||
let targets_vec: Vec<f64> = targets.iter().map(|x| x.as_f64().unwrap()).collect();
|
||||
|
||||
let mut fanova = FanovaOptions::new()
|
||||
.random_forest(RandomForestOptions::new().seed(0))
|
||||
.fit(
|
||||
features_vec.iter().map(|x| x.as_slice()).collect(),
|
||||
&targets_vec,
|
||||
)
|
||||
.unwrap();
|
||||
let importances = (0..features_vec.len())
|
||||
.map(|i| fanova.quantify_importance(&[i]).mean)
|
||||
.collect::<Vec<_>>();
|
||||
return importances;
|
||||
}
|
||||
Reference in New Issue
Block a user