ramp-workflow

ramp-workflow copied to clipboard

Hyperopts

8

This PR modifies the following in ramp hyperopt: 1) --n-trials instead of --n-iter 2) Summary.csv will contain one line per fold, not the mean. 3) There is --resume so if...

martin1tab

Bump tensorflow from 2.0.4 to 2.7.2

1

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.0.4 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependabot[bot]

Support for pandas dataframes in workflows

1

Currently, the [`Classifier`](https://github.com/paris-saclay-cds/ramp-workflow/blob/3b71b62c2639effc4de40fa1cc3f46446ee5cf0c/rampwf/workflows/classifier.py) and [`Regressor`](https://github.com/paris-saclay-cds/ramp-workflow/blob/3b71b62c2639effc4de40fa1cc3f46446ee5cf0c/rampwf/workflows/regressor.py) workflows don't accept pandas dataframes as inputs. Indeed in `train_submission` the arrays are being indexed with slices which selects columns instead of rows leading to...

h2o64

Fix LGTM.com error: Wrong number of arguments in a call

1

* Fix the actual error. Whether some arguments should be made optional (with a default value of `None`) can be left for later. * Clearly `rampwf.score_types.detection.util.mask_detection_curve` is not covered by...

DimitriPapadopoulos

Update colored from 1.3.5 to 1.4.3

3

The repository has been moved from GitHub to GitLab: https://gitlab.com/dslackw/colored/

DimitriPapadopoulos

pretty_print screen-256color

2

Added screen-256color as TERM for which pretty_print may be usefull.

avirmaux

Wrong number of arguments in a call

4

Call to function [`scp_single`](https://github.com/paris-saclay-cds/ramp-workflow/blob/7d075219d42cf5c8cca62c6c9804dba8c04907cc/rampwf/score_types/detection/scp.py#L52) with too few arguments; should be no fewer than 3. Indeed the `shape` argument is missing: https://github.com/paris-saclay-cds/ramp-workflow/blob/7d075219d42cf5c8cca62c6c9804dba8c04907cc/rampwf/score_types/detection/util.py#L214-L216 See: https://lgtm.com/projects/g/paris-saclay-cds/ramp-workflow/snapshot/97b80f6dbfaf877cc5d8f807d90fd2986978019e/files/rampwf/score_types/detection/util.py?sort=name&dir=ASC&mode=heatmap#x31a3fdb0293f3757:1

DimitriPapadopoulos

It happens sometimes that we call the same feature extraction on all submissions and that it takes a lot of time. We could use the idea here to cache the...

kegl

[WIP] Generative regression (workflow, scores, cross validation, prediction type)

15

kegl

Parallel CV

1

It would be interesting if it was possible to run cross-validation in parallel. This was also requested by @zhangJianfeng in https://github.com/paris-saclay-cds/ramp-workflow/issues/250#issuecomment-723917761 There are two use-case here, - local training. E.g....

rth