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DL 100 Keras Basic Classification

<p>A simple deep learning network for binary classification using the KNIME Keras integration (with a Python environment propagation)<br>Please note this example should demonstrate how to set up the deep learning environment with Keras and provide a working simple example.<br><br>Adapted from: https://kni.me/w/Cm0lqIKkvThyHAD-<br>"This workflow trains a fully connected, feedforward network using the adult dataset."<br><br>please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group:<br>https://hub.knime.com/mlauber71/spaces/Public/latest/kn_example_deeplearning_keras_tensorflow_classification~G8jl-DTMCBqoxyB9/</p>

URL: Codeless Deep Learning with KNIME https://kni.me/s/yMp8GBkT0Xwzx5X2
URL: Simple Example for Binary Classification with Keras https://kni.me/w/Cm0lqIKkvThyHAD-
URL: Your First Deep Learning Project in Python with Keras Step-By-Step https://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
URL: please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group https://hub.knime.com/mlauber71/spaces/Public/latest/kn_example_deeplearning_keras_tensorflow_classification~G8jl-DTMCBqoxyB9/
URL: (official) KNIME Python Integration Guide https://docs.knime.com/latest/python_installation_guide/index.html#_introduction
URL: Meta Collection about KNIME and Python https://kni.me/w/AvjrddXKOIoZYLV3
URL: (official) KNIME Deep Learning Integration Installation Guide https://docs.knime.com/latest/deep_learning_installation_guide/index.html#_introduction
URL: you will need a working Anaconda oder Miniconda installation https://docs.conda.io/en/latest/miniconda.html
URL: forum - use conda environment propagation to set up python deep learning https://forum.knime.com/t/attributeerror-module-keras-optimizers-has-no-attribute-adam/38461/3?u=mlauber71
URL: Medium: KNIME and Python — Setting up and managing Conda environments https://medium.com/@mlxl/knime-and-python-setting-up-and-managing-conda-environments-2ac217792539

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: Emilio Silvestri
Created at: 2020-02-12
On NodePit since: 2025-06-18
Last update: 2025-06-19
Created with KNIME version: v5.5.0
Tags: neural networksdeep learningCodeless Deep Learning with KNIMEKeras

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