How to Code Neat Machine Learning Pipelines

Linking pages

GitHub - guillaume-chevalier/How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks: Growing the code out of your notebooks - the right way. https://github.com/guillaume-chevalier/How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks 101 comments
What's Wrong with Scikit-Learn Pipelines? – Neuraxio https://www.neuraxio.com/en/blog/scikit-learn/2020/01/03/what-is-wrong-with-scikit-learn.html 3 comments
Some Reasons Why Deep Learning has a Bright Future – Neuraxio https://www.neuraxio.com/en/blog/deep-learning/2019/12/29/why-deep-learning-has-a-bright-future.html 0 comments
What is Automated Machine Learning (AutoML)? - A Metaphor – Neuraxio https://www.neuraxio.com/en/blog/automated-machine-learning-automl/2020/02/22/your-data-scientisti-is-a-mom-(seriously).html 0 comments
GitHub - guillaume-chevalier/seq2seq-signal-prediction: Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier https://github.com/guillaume-chevalier/seq2seq-signal-prediction 0 comments

Linked pages

TensorFlow http://tensorflow.org/ 440 comments
PyTorch http://pytorch.org/ 100 comments
Keras: the Python deep learning API https://keras.io 46 comments
SOLID - Wikipedia https://en.wikipedia.org/wiki/SOLID 40 comments
Single-responsibility principle - Wikipedia https://en.wikipedia.org/wiki/Single_responsibility_principle 29 comments
Directed acyclic graph - Wikipedia https://en.wikipedia.org/wiki/Directed_acyclic_graph 12 comments
sklearn.model_selection.RandomizedSearchCV — scikit-learn 1.1.3 documentation https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html 9 comments
Streaming 101: The world beyond batch â OâReilly https://www.oreilly.com/ideas/the-world-beyond-batch-streaming-101 8 comments
Pipes and Filters pattern - Azure Architecture Center | Microsoft Learn https://docs.microsoft.com/en-us/azure/architecture/patterns/pipes-and-filters 5 comments
sklearn.model_selection.GridSearchCV — scikit-learn 1.2.1 documentation https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html 5 comments
Pure function - Wikipedia https://en.wikipedia.org/wiki/Pure_function 2 comments
scikit-learn: machine learning in Python — scikit-learn 1.3.1 documentation http://scikit-learn.org/stable/index.html 1 comment
Cache invalidation - Wikipedia https://en.wikipedia.org/wiki/Cache_invalidation 1 comment
Streaming 102: The world beyond batch â OâReilly https://www.oreilly.com/ideas/the-world-beyond-batch-streaming-102 0 comments