data-science-utils · PyPI
https://pypi.org/project/data-science-utils26.12.2019 · Data Science Utils is compatible with Python 3.6 or later. The simplest way to install Data Science Utils and its dependencies is from PyPI with pip, Python's preferred package installer: pip install data-science-utils. Note that this package is an active project and routinely publishes new releases with more methods.
data-science-utils · PyPI
pypi.org › project › data-science-utilsDec 26, 2019 · import pandas from matplotlib import pyplot from sklearn.tree import DecisionTreeClassifier from ds_utils.xai import plot_features_importance data = pandas. read_csv (path / to / dataset) target = data ["target"] features = data. columns. to_list features. remove ("target") clf = DecisionTreeClassifier (random_state = 42) clf. fit (data [features], target) plot_features_importance (features, clf. feature_importances_) pyplot. show ()
Data Utils - TFLearn
tflearn.org/data_utilsVocabulary Processor. tflearn.data_utils.VocabularyProcessor (max_document_length, min_frequency=0, vocabulary=None, tokenizer_fn=None). Maps documents to sequences of word ids. Arguments. max_document_length: Maximum length of documents. if documents are longer, they will be trimmed, if shorter - padded.; min_frequency: Minimum frequency of words in the …
Data Utils - TFLearn
tflearn.org › data_utils# Load path/class_id image file: dataset_file = 'my_dataset.txt' # Build the preloader array, resize images to 128x128 from tflearn.data_utils import image_preloader X, Y = image_preloader(dataset_file, image_shape=(128, 128), mode='file', categorical_labels=True, normalize=True) # Build neural network and train network = ... model = DNN(network, ...) model.fit(X, Y)
python-utils · PyPI
pypi.org › project › python-utilsFeb 03, 2021 · Doing a global import of all the modules in a package programmatically: To do a global import programmatically you can use the import_global function. This effectively emulates a from … import * from python_utils.import_ import import_global # The following is the equivalent of `from some_module import *` import_global ('some_module')