Red Neuronal Feed Forward - Python - Keras - SciKitLearn

Published: 19 May 2022
on channel: Christian Augusto Romero Goyzueta
529
14

Feed Forward Neural Networks — How To Successfully Build Them in Python
https://towardsdatascience.com/feed-f...
About Keras
https://keras.io/about/
scikit-learn
https://en.wikipedia.org/wiki/Scikit-...
Rain in Australia
https://www.kaggle.com/datasets/jsphy...
Points of the compass
https://en.wikipedia.org/wiki/Points_...
Softplus and softminus
https://jiafulow.github.io/blog/2019/....
Optimizers
https://keras.io/api/optimizers/
Adam
https://keras.io/api/optimizers/adam/
Losses
https://keras.io/api/losses/
Probabilistic losses
https://keras.io/api/losses/probabili...
Regression losses
https://keras.io/api/losses/regressio...
Metrics
https://keras.io/api/metrics/
Accuracy metrics
https://keras.io/api/metrics/accuracy...
Classification metrics based on True/False positives & negatives
https://keras.io/api/metrics/classifi...
Precision and recall
https://en.wikipedia.org/wiki/Precisi...
F-score
https://en.wikipedia.org/wiki/F-score
Accuracy and precision
https://en.wikipedia.org/wiki/Accurac...
Model training APIs
https://keras.io/api/models/model_tra...
sklearn.metrics.classification_report
https://scikit-learn.org/stable/modul...
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