Awesome-Neuraxle
A curated list for resources on Neuraxle.
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Awesome Neuraxle / Examples & Articles | |||
| Official intro to Neuraxle | |||
| Neuraxle official code examples | Official Neuraxle code examples | ||
| Coding Kata: Clean Machine Learning From Dirty Code | 18 | almost 2 years ago | A coding workshop on refactoring your machine learning code into something that respects Clean Code principles |
| Seq2Seq example using Neuraxle | 1,082 | over 1 year ago | 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 | ||
Awesome Neuraxle / Courses & 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 | ||
Awesome Neuraxle / Videos | |||
| 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 | ||
| AutoML for Time Series Processing | Perform Automated Machine Learning (AutoML) on complex data sources such as 3D data | ||
Awesome Neuraxle / Projects | |||
| A simple library with which Neuraxle is compatible by default | |||
| Neuraxle-TensorFlow | 4 | over 3 years ago | A library that extends Neuraxle, for using TensorFlow within Neuraxle |
| Empty Python Project Base | 76 | almost 3 years ago | Empty python project starter kit for your next Neuraxle project |
| Sales forecasting | A commercial transaction forecasting project using Neuraxle | ||
| TensorFlow 2 Multilayer Perceptron | 5 | about 4 years ago | A MLP using Neuraxle-TensorFlow |
| LSTM example using Neuraxle | 3 | over 4 years ago | An LSTM RNN using Neuraxle-TensorFlow |
| Neuraxle Seq2Seq Attention | 7 | about 4 years ago | An attention mechanism using Neuraxle-TensorFlow |
Awesome Neuraxle / Community | |||
| A slack workspace centered around Neuraxle by Neuraxio | |||
| Neuraxle tag on StackOverflow | Neuraxle questions on StackOverflow | ||
| Neuraxle issues | 606 | over 1 year ago | Neuraxle issue on GitHub |
guillaume-chevalier/awesome-deep-learning-resources