A curated list of Neuraxle resources.
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Examples & Articles¶
Neuraxle’s official introduction on its documentation website - Official intro to Neuraxle.
Neuraxle official code examples - Official Neuraxle code examples.
Coding Kata: Clean Machine Learning From Dirty Code - A coding workshop on refactoring your machine learning code into something that respects Clean Code principles.
Seq2Seq example using Neuraxle - A tutorial on creating a seq2seq RNN, using Neuraxle.
What’s Wrong with Scikit-Learn Pipelines? - How to use sklearn for Deep Learning, AutoML, and complex production-level pipelines?
A Rant on Kaggle Competition Code (and Most Research Code) - How to not make clean machine learning pipelines
How to Code Neat Machine Learning Pipelines - How to make clean machine learning pipelines
SOLID Machine Learning - The SOLID principles applied to Machine Learning.
Courses & Training¶
Deep Learning and Recurrent Neural Networks Training - An in-depth technical and practical training on how to do deep learning and recurrent neural networks, using TensorFlow and Neuraxle.
Clean Machine Learning Training - An in-depth technical and practical training on how to do clean machine learning.
Machine Learning and Clean Code - A talk on creating clean machine learning code, using Neuraxle for demonstration.
(Language: French) Neuraxle - An Open-Source Framework for AutoML and Time Series Processing - An introductory talk on Neuraxle, in French.
Growing Neat Software Architecture from Jupyter Notebooks - A talk on how to create clean software architecture in machine learning projects such as using Neuraxle.
The Business Process of Machine Learning - A non-technical talk on conveying machine learning projects.
Scikit-Learn - A simple library with which Neuraxle is compatible by default.
Neuraxle-TensorFlow - A library that extends Neuraxle, for using TensorFlow within Neuraxle.
Empty Python Project Base - Empty python project starter kit for your next Neuraxle project.
Sales forecasting - A commercial transaction forecasting project using Neuraxle.
TensorFlow 2 Multilayer Perceptron - A MLP using Neuraxle-TensorFlow.
LSTM example using Neuraxle - An LSTM RNN using Neuraxle-TensorFlow.
Neuraxle Seq2Seq Attention - An attention mechanism using Neuraxle-TensorFlow.
Neuraxio’s Slack Workspace for Neuraxle - A slack workspace centered around Neuraxle by Neuraxio.
Neuraxle tag on StackOverflow - Neuraxle questions on StackOverflow.
Neuraxle issues - Neuraxle issue on GitHub.
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