tpot
tpot copied to clipboard
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Currently there is not an intuitive way to check if the tpot estimator has the predict_proba function and is inconsistent with other sklearn pipelines/methods. ## Context of the issue The...
I'm trying to run this to get an output and it was working early but suddenly stopped working, with the above error. tpot_clf = TPOTClassifier(generations=5, population_size=50, verbosity=2, offspring_size=50, scoring='accuracy', cv=2,...
I am using TPOT in anaconda environment. My optimization progress bar is not uploading. it is displayed `Optimization Progress: 0%| | 0/60 [00:00
features: X.shape (9516, 24956) code: ``` tpot = TPOTClassifier(generations=5, population_size=500, verbosity=2, max_eval_time_mins=20) tpot.fit(X_train, y_train) print(tpot.score(X_test, y_test)) ``` log: ``` Optimization Progress: 1%| | 24/3000 [50:06
i LOVE this project it took me awhile to get it setup because it needed 16gb of ram to work right but now that its up its running great. just...
I'm trying to run this following code from my SPYDER from tpot import TPOTClassifier from sklearn.datasets import load_iris from sklearn.model_selection import train_test_split import numpy as np iris = load_iris() X_train,...
RuntimeError: 'path' must be None or a list, not <class '_frozen_importlib_external._NamespacePath'>
[provide general introduction to the issue and why it is relevant to this repository] ## Context of the issue [provide more detailed introduction to the issue itself and why it...
The function `set_sample_weight()` in `operator_utils.py` is using `inspect.getargspec(obj.fit)` in line 112. This function seems to be deprecated in Python 3 and throws an error when trying to use the fit...
Can't install TPOT-cuML using the tpot-cuml.yml file. Error: ----- ResolvePackageNotFound: - cuml=0.16 
numpy.utils.testing was deprecated in 0.22 and dropped in 0.24. This causes some tests to fail. Since all scikit-learn was doing was to import the relevant function `assert_array_almost_equal` from numpy, we...