Low-effort way of calling the rust-crate [`exact-clustering`](https://github.com/lumi-a/exact-clustering) from Python.
```sh
pip install exact-clustering
```
Consult [docs.rs](https://docs.rs/exact-clustering) for more extensive documentation.
```py
from exact_clustering import *
weighted_points = [
(1.0, [0, 0]),
(1.0, [1, 0]),
(3.0, [0, 2]),
]
print(
weighted_continuous_kmeans_price_of_hierarchy(
weighted_points
)
)
# 1.0
```
View provided methods via `help(exact_clustering)` in the python-repl or take a look at `/src/lib.rs`. At time of writing, they are:
```py
def unweighted_continuous_kmeans_price_of_hierarchy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_continuous_kmeans_price_of_hierarchy(weighted_points: list[list[float]],) -> float: ...
def unweighted_discrete_kmeans_price_of_hierarchy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_discrete_kmeans_price_of_hierarchy(weighted_points: list[list[float]],) -> float: ...
def unweighted_discrete_kmedian_price_of_hierarchy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_discrete_kmedian_price_of_hierarchy(weighted_points: list[list[float]],) -> float: ...
def unweighted_continuous_kmeans_price_of_greedy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_continuous_kmeans_price_of_greedy(weighted_points: list[list[float]],) -> float: ...
def unweighted_discrete_kmeans_price_of_greedy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_discrete_kmeans_price_of_greedy(weighted_points: list[list[float]],) -> float: ...
def unweighted_discrete_kmedian_price_of_greedy(points: list[tuple[float, list[float]]],) -> float: ...
def weighted_discrete_kmedian_price_of_greedy(weighted_points: list[list[float]],) -> float: ...
```
## License
Licensed under either of
- Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE) or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license ([LICENSE-MIT](LICENSE-MIT) or http://opensource.org/licenses/MIT)
at your option.
## Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted
for inclusion in the work by you, as defined in the Apache-2.0 license, shall be
dual licensed as above, without any additional terms or conditions.
Raw data
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