1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
#![allow(dead_code)]
#![warn(missing_docs)]
#![allow(clippy::cast_ptr_alignment)]
#![feature(result_flattening)]
#![feature(is_sorted)]
#![feature(iterator_fold_self)]
#![feature(generic_associated_types)]
#[cfg(test)]
#[macro_use]
extern crate assert_approx_eq;
pub mod pc_errors;
mod base_traits;
#[doc(inline)]
pub use base_traits::*;
pub mod metrics;
pub mod points;
pub mod data_sources;
pub mod glued_data_cloud;
pub mod label_sources;
pub mod summaries;
pub mod loaders;
use data_sources::DataRam;
use label_sources::SmallIntLabels;
pub use metrics::L2;
pub type DefaultLabeledCloud<M = L2> = SimpleLabeledCloud<DataRam<M>, SmallIntLabels>;
pub type DefaultCloud<M = L2> = DataRam<M>;
impl<M: Metric<[f32]>> DefaultLabeledCloud<M> {
pub fn new_simple(data: Vec<f32>, dim: usize, labels: Vec<i64>) -> DefaultLabeledCloud<M> {
SimpleLabeledCloud::new(
DataRam::new(data, dim).unwrap(),
SmallIntLabels::new(labels, None),
)
}
}