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NeuPy is a Tensorflow based python library for prototyping and building neural networks

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The ART1 documentation says that calling predict/train on the same model multiple times, trains a new model: http://neupy.com/modules/generated/neupy.algorithms.ART1.html Thus I would expect that they give the same result. However, different...

Bumps [pillow](https://github.com/python-pillow/Pillow) from 3.0.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

Not all parameters that are documented for ART1, are, as far as I can see, actually used: http://neupy.com/modules/generated/neupy.algorithms.ART1.html Three parameters which come from BaseNetwork: show_epoch, shuffle_data and signals, are not...

I am trying to build a simple feedforward network with the Levenberg-Marquardt optimiser algorithm, but it won't compile as it seems to be missing the scan_perform module. If I change...

When I tried to use the neupy library and run the neupy example (https://github.com/itdxer/neupy/blob/master/examples/competitive/sofm_basic.py) it gets the following error: "cannot import name 'gcd' from 'fractions'"

Bumps [nltk](https://github.com/nltk/nltk) from 3.2.4 to 3.6.3. Changelog Sourced from nltk's changelog. Version 3.6.3 2021-09-19 Dropped support for Python 3.5 Run CI tests on Windows, too Moved from Travis CI to...

dependencies

Bumps [nltk](https://github.com/nltk/nltk) from 3.1 to 3.6.3. Changelog Sourced from nltk's changelog. Version 3.6.3 2021-09-19 Dropped support for Python 3.5 Run CI tests on Windows, too Moved from Travis CI to...

dependencies

Hello,I found a performance issue in the definition of `tensorflow_session` , itdxer/neupy/blob/master/neupy/utils/tf_utils.py, [ session = tf.Session(config=config)](https://github.com/itdxer/neupy/blob/04d7ff4d04f5b1839fe2ad7a42b97a2501da12d0/neupy/utils/tf_utils.py#L92) was repeatedly called and was not closed. I think it will increase the efficiency...

bug

```python import numpy as np from sklearn import datasets, preprocessing from sklearn.model_selection import train_test_split from neupy import algorithms import matplotlib.pyplot as plt dataset = datasets.load_diabetes() x_train, x_test, y_train, y_test =...

# Issue Type [x] Bug (Typo) # Steps to Replicate and Expected Behaviour - Examine examples/memory/password_recovery.py, examples/rnn/reber_gru.py, neupy/core/docs.py, site/2015/09/21/password_recovery.rst, tests/algorithms/test_signals.py and observe `beggining`, however expect to see `beginning`. - Examine...