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ogrisel / stratified_cv.ipynb
Last active December 9, 2024 10:17
Impact of the use of stratified cross-validation on the assesment of epistemic uncertainty in ML performance metrics
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@ogrisel
ogrisel / Miscalibration_of_logistic_regression_models.ipynb
Last active March 11, 2024 17:22
About the miscalibration of logistic regression models
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@ogrisel
ogrisel / quantile_regression_as_classification.py
Last active November 29, 2023 17:18
Quantile regression as classification
# %%
from scipy.interpolate import interp1d
from sklearn.base import BaseEstimator, RegressorMixin, clone
from sklearn.utils.validation import check_is_fitted
from sklearn.ensemble import RandomForestClassifier
from sklearn.preprocessing import KBinsDiscretizer
from sklearn.utils.validation import check_consistent_length
from sklearn.utils import check_random_state
import numpy as np
@ogrisel
ogrisel / bench_pca.py
Last active July 3, 2023 18:30
PCA GPU
# %%
from sklearn import set_config
from sklearn.base import clone
set_config(array_api_dispatch=True)
# %%
try:
import torch
except ModuleNotFoundError:
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@ogrisel
ogrisel / monotonic_bias.ipynb
Last active June 16, 2023 07:29
Monotonic bias study
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@ogrisel
ogrisel / minimum_norm_ridge_limit.ipynb
Last active October 22, 2024 15:58
Ridge and intercept estimation
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2023-02-24T08:51:55.0856095Z ##[section]Starting: Test loky
2023-02-24T08:51:55.0862853Z ==============================================================================
2023-02-24T08:51:55.0863227Z Task : Command line
2023-02-24T08:51:55.0863416Z Description : Run a command line script using Bash on Linux and macOS and cmd.exe on Windows
2023-02-24T08:51:55.0863830Z Version : 2.212.0
2023-02-24T08:51:55.0864023Z Author : Microsoft Corporation
2023-02-24T08:51:55.0864198Z Help : https://docs.microsoft.com/azure/devops/pipelines/tasks/utility/command-line
2023-02-24T08:51:55.0864458Z ==============================================================================
2023-02-24T08:51:55.2236683Z Generating script.
2023-02-24T08:51:55.2246660Z Script contents:
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