vc1492a / henosis

A Python framework for deploying recommendation models for form fields.

vc1492a/henosis Issues

Change behavior of model ID retrieval
Updated 4 months ago
Remove imbalanced-learn dependency.
Updated 6 months ago2
Term conditional operator always the same
Updated 4 years ago
Use pathlib (not OS) for managing directories
Updated 5 years ago
Use Elasticsearch's source filtering for obtaining model IDs
Updated 6 years ago
Use Elasticsearch's scroll functionality in place of max search size
Updated 6 years ago
Use scikit-learn's precision_recall_fscore_support
Updated 6 years ago
Add language referencing classification in the readme and documentation
Updated 6 years ago
Move from .egg installations to wheel
Updated 6 years ago
Directed acyclic graph with hashes/salts for model version control
Updated 6 years ago1
Improve JSON read/write speeds
Updated 6 years ago
Remove references to 'formData' and replace with 'data' or 'payload'
Updated 6 years ago
Restructure SKModels class to inherit from Models
Updated 6 years ago
Note behavior of predict() and predict_proba() in documentation and introduce check
Updated 6 years ago
Integrate top-n train and test results into framework
Updated 6 years ago
Add appropriate response to Models().SKModel().load_model('<model_id>', connection_object) when non-existent model is specified.
Updated 6 years ago
Provide model ID in deployment response.
Updated 6 years ago
Align parameters in Data( ).train_test_split( ) with those in scikit-learn
Updated 6 years ago1
Add modelClass identifier to Elasticsearch index and API response
Updated 6 years ago
Add functionality to list all generators in instance
Updated 6 years ago
Add functionality to list all models in instance
Updated 6 years ago
Add test coverage metrics
Updated 6 years ago
Add tests
Updated 6 years ago
Add check to reinitiate download of pickled objects if error in response
Closed 6 years ago1
Restrict YAML object types
Closed 6 years ago1
Move to Flask 1.0
Closed 6 years ago1
Alter flow when using Server() to match Connect()
Closed 6 years ago1
Gain access to attributes of scikit-learn objects.
Closed 6 years ago1
Create load and delete functions for models.
Closed 6 years ago1
Fall back to preload_pickles = False
Closed 6 years ago1
Add ability to weigh models uniquely (instead of equally) when ensembling.
Updated 6 years ago
Old models do not clear from memory on refresh.
Updated 6 years ago
Support Python 3.7 Data Classes
Updated 6 years ago
Change gevent WSGI import
Closed 6 years ago1
Verbose option for API endpoints
Updated 6 years ago2
Trigger model refresh after a model is deployed.
Updated 6 years ago
Periodic refresh of models in memory after instance starts.
Closed 6 years ago1
Add support for model thresholds determining when to provide recommendations
Closed 6 years ago1
Resampling methods upsample all X, not X_train.
Closed 6 years ago1
Standardize API responses.
Closed 7 years ago
Add API documentation.
Closed 7 years ago
Add API route for request and session logs.
Closed 7 years ago
AND and OR queries for models and request logs.
Updated 7 years ago
Use the multiprocessing library to more quickly send and receive requests
Updated 7 years ago
Fix inheritance with simple auth.
Closed 7 years ago1
Token based authentication.
Updated 7 years ago