ruptures

ruptures copied to clipboard

Getting an Error ValueError: Only callable can be used as callback when running the basic example

1

I am running the basic example: ``` import ruptures as rpt # generate signal n_samples, dim, sigma = 1000, 3, 4 n_bkps = 4 # number of breakpoints signal, bkps...

orenkobo

requesting a Poisson based cost function is included for count-based data as described by cost function 4 in [Truong, 2019](https://www.researchgate.net/publication/335937522_Selective_review_of_offline_change_point_detection_methods)

tlswan

binseg not expected/optimal speed for best case data

9

related to benchmarks #231 I recently computed timings for ruptures.Binseg using the l2 model (normal change in mean, square loss) for univariate data, https://github.com/tdhock/binseg-model-selection#22-mar-2022  For worst case data, ruptures...

tdhock

test: Add asv benchmark jobs to CI

2

Add a benchmarking ci, it will run if `run-benchmark` label is set. - [x] Closes #231 Inspired by: * https://labs.quansight.org/blog/2021/08/github-actions-benchmarks/ * https://github.com/pydata/xarray/pull/5796 * https://github.com/scikit-image/scikit-image/pull/5424

Illviljan

Add airspeed velocity benchmarks

1

When I've been reading articles about change points there's a lot of discussions about performance. But I don't see a lot of benchmarks here in `ruptures`. I suggest to use...

Illviljan

Change branch name from `master` to `main`

2

Go to GH settings > branches Then, run on local: ```bash git branch -m master main git fetch origin git branch -u origin/main main git remote set-head origin -a ```

guillaumewrobel

Feature/pca based cost

11

Hi, implemented #29 Main contributions are followings: * PCA-based cost functions * Q statistic (reconstruction error of PCA) * Hotelling's T2 statistic * Data generation for demo * Added noise...

statefb

Errors management for .predict() method of ruptures.detection.Window class

1

As I understand, the `predict` of the `ruptures.detection.Window` class will fail if the number of samples in the signal is lower than 1.5 x the `width` parameters of the `__init__`...

LGabilly

Multi-Model Change Point Detection

3

Hi! I am hoping to use Ruptures for a project where I have a multi-dimensional or multivariate signal (I'm not 100% sure on the terminology) where I expect different models...

Pete-York

Randindex overflow error

1

I have noticed that when working with long signals ( >150,000 samples), an overflow occurs on the Randindex calculations, resulting to negative value for disagreement and out-of-range value for Randindex....

missrg11