Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[ENH] interface to ngboost #215

Merged
merged 16 commits into from
May 2, 2024
Merged

[ENH] interface to ngboost #215

Show file tree
Hide file tree
Changes from 15 commits
Commits
Show all changes
16 commits
Select commit Hold shift + click to select a range
ac08c16
[ENH] added 2 files _ngboost and __init__ to add an NGBRegressor inte…
ShreeshaM07 Mar 19, 2024
c659919
added myself as a contributor
ShreeshaM07 Mar 19, 2024
c62b148
implemented _predict_proba and conversion of ngboost pred_dist return…
ShreeshaM07 Apr 22, 2024
dc48640
[ENH] added 2 files _ngboost and __init__ to add an NGBRegressor inte…
ShreeshaM07 Mar 19, 2024
4178b5a
added myself as a contributor
ShreeshaM07 Mar 19, 2024
9f946f1
implemented _predict_proba and conversion of ngboost pred_dist return…
ShreeshaM07 Apr 22, 2024
37789d9
Merge branch 'dev2' into dev
ShreeshaM07 Apr 22, 2024
77846df
Implemented different distributions and added dependency
ShreeshaM07 Apr 23, 2024
17d3a58
dictionaries of distributions and parameters of distributions made co…
ShreeshaM07 Apr 24, 2024
83d6916
Used **kwargs to pass the parameters of the distribution and score is…
ShreeshaM07 Apr 29, 2024
1f881c1
Cloned the regressor and X.index inplace of kwargs["mu"]
ShreeshaM07 Apr 29, 2024
48a3d11
ravel() used to flatten the y into a 1D array but check_estimator fai…
ShreeshaM07 May 1, 2024
e5e9b3a
added NGBoostRegressor to api_reference
ShreeshaM07 May 1, 2024
6a05bc5
rectified all errors except test fit overwrite hyper params caused du…
ShreeshaM07 May 1, 2024
22c5629
rectified hyper param overwrite by making it self.estimator_
ShreeshaM07 May 1, 2024
b53312d
changed test param from TDistribution to Normal
ShreeshaM07 May 2, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
10 changes: 10 additions & 0 deletions .all-contributorsrc
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -121,6 +121,16 @@
"test"
]
},
{
"login": "ShreeshaM07",
"name": "Shreesha M",
"avatar_url": "https://avatars.githubusercontent.com/u/120820143?s=400&v=4",
"profile": "https://github.com/ShreeshaM07",
"contributions": [
"code",
"doc"
]
},
{
"login": "julian-fong",
"name": "Julian Fong",
Expand Down
8 changes: 8 additions & 0 deletions docs/source/api_reference/regression.rst
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -82,6 +82,14 @@ take one or multiple ``sklearn`` estimators and adda probabilistic prediction mo

MapieRegressor

.. currentmodule:: skpro.regression.gradient_boosting

.. autosummary::
:toctree: auto_generated/
:template: class.rst

NGBoostRegressor

.. currentmodule:: skpro.regression.cyclic_boosting

.. autosummary::
Expand Down
2 changes: 1 addition & 1 deletion pyproject.toml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ all_extras = [
"lifelines<0.29.0",
"mapie",
"matplotlib>=3.3.2",
"ngboost",
"ngboost<0.6.0",
"polars<0.21.0",
"pyarrow<14.0.0; python_version < '3.12'",
"scikit-survival<0.23.0",
Expand Down
6 changes: 6 additions & 0 deletions skpro/regression/gradient_boosting/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
"""Natural Gradient Boosting Regressor models."""
# copyright: skpro developers, BSD-3-Clause License (see LICENSE file)

from skpro.regression.gradient_boosting._ngboost import NGBoostRegressor

__all__ = ["NGBoostRegressor"]
Loading
Loading