scikit-hyperband

scikit-hyperband copied to clipboard

top_configurations = [x for _, x in sorted(zip(results['rank_test_%s' % refit_metric], results['params']), key=lambda x: x[0])] In the above code, when we want to get the top_configurations of one bracket, we, in...

poetair

Version no longer compatible with skikit-learn 0.24.1

2

Receives similar error to https://github.com/scikit-optimize/scikit-optimize/issues/978 TypeError: __init__() got an unexpected keyword argument 'iid'

AaronWGoh

Create a `pip install` ability?

1

Can we put this on pypi so that others can easily download it? It's a little janky to download and install from repo.

dliu-fn

great code thanks and this is great too https://www.youtube.com/watch?v=JsArBz46_3s&index=20&list=PLGVZCDnMOq0ovNxfxOqYcBcQOIny9Zvb-&t=22s Why giving your algorithm ALL THE FEATURES does not always work - Thomas Huijskens but can you help find code in...

Sandy4321

`self.fit_params` is deprecated in scikit-learn 0.21.0 ( https://github.com/scikit-learn/scikit-learn/commit/#13519 ). scikit-optimize also has the similar issue and you can read more in [this page](https://github.com/scikit-optimize/scikit-optimize/issues/762). When I run this, ```python model =...

thoo

If I want to set a total budget for experiments just like the original paper, what should I do?

THUPZJ

error with pipeline

1

Hello, I have always an error ValueError: Invalid parameter n_estimators for estimator Pipeline(memory=None, steps=[('umap', UMAP(a=None, angular_rp_forest=False, b=None, init='spectral', learning_rate=1.0, local_connectivity=1.0, metric='euclidean', metric_kwds=None, min_dist=0.1, n_components=2, n_epochs=None, n_neighbors=15, negative_sample_rate=5, random_state=456, repulsion_strength=1.0, s...ax_iter=1000,...

developpeur-windev-php-python

Hi, Thank you for this excellent work. I was wondering if you could add the ability to send eval_set as a fit_params in search.py? This will allow the fit method...

jmrichardson

Hi! Can I use HyperbandSearchCV for tuning sklearn.neural_network? I don't know how to set the parameter 'resource_param' in this situation. Thx!

ArchyLau

Below are the warnings and errors I got when doing ```python setup.py install```. Making this pip install-able would be very helpful. ``` SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and...

cseeg