auto-sklearn
auto-sklearn copied to clipboard
automl
Automated Machine Learning with scikit-learn
Here is my code: ``` from pandas import read_csv from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score from autosklearn.classification import AutoSklearnClassifier dataframe = read_csv("Spy.csv", skiprows=0) dataset = dataframe.values x =...
### What's going on? Auto-Sklearn has recently been under-maintained, we appreciate that this has caused many users to face dependency issues as pinned dependencies slowly start going out of data....
I want to use Auto-Sklearn for time series prediction. From what I understand from issue #501 , is that one should use `resampling_strategy = sklearn.model_selection.TimeSeriesSplit` in the `AutoSklearnClassifier()`. However, I...
I discard the preprocess function using tutorial [here](https://automl.github.io/auto-sklearn/master/examples/80_extending/example_extending_data_preprocessor.html#sphx-glr-examples-80-extending-example-extending-data-preprocessor-py), but I still get an error: `Traceback (most recent call last): File "/home/kevin/.conda/envs/dl/lib/python3.8/multiprocessing/process.py", line 315, in _bootstrap self.run() File "/home/kevin/.conda/envs/dl/lib/python3.8/multiprocessing/process.py", line 108,...
## Describe the bug ## Library not installing, while installing with ```pip install auto-sklearn``` ## To Reproduce ## Steps to reproduce the behavior: - Execute command `pip install auto-sklearn` (python...
## Describe the bug ## Please describe the bug you're experiencing is precise as possible. ## To Reproduce ## Steps to reproduce the behavior: 1. Go to '...' 2. Click...
# Short Question Description Would it be feasible to learn how to modify the SMAC's n_configs parameter? So that I wish to investigate additional configurations before the system training the...
**A note to investigate further:** We noticed extremely long refit time for AutoSklearn models. For example, if we set the `time_left_for_this_task` to be just 1hr, and so the `per_run_time_limit` is...
I would like to get the pre-processed data that was used to train a model. ### How did this question come about? The preprocessed data could be used to, for...
## Describe the bug ## I have a pod in k8s with 56 cpu. When i run fit() model with classification or regression it will never done task even though...
