About Neuraxle¶
- Neuraxle Pipelines
- Comparison to Other Machine Learning Pipeline Frameworks, and Compatibility
- Solutions to Scikit-Learn’s Biggest Problems
- Definitions
- Inability to Reasonably do Automatic Machine Learning (AutoML)
- Inability to Reasonably do Deep Learning Pipelines
- Not ready for Production nor for Complex Pipelines
- Problem: Processing 3D, 4D, or ND Data in your Pipeline with Steps Made for Lower-Dimensionnal Data
- Problem: Modify a Pipeline Along the Way, such as for Pre-Training or Fine-Tuning
- Problem: Getting Model Attributes from Scikit-Learn Pipeline
- Problem: You can’t Parallelize nor Save Pipelines Using Steps that Can’t be Serialized “as-is” by Joblib
- Awesome Neuraxle
- Contributing to Neuraxle
- Code of conduct
- License