checklist
Behavior testing toolkit
A suite of tools and tests for evaluating the behavior of natural language processing models
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
2k stars
29 watching
206 forks
Language: Jupyter Notebook
last commit: over 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
| Provides a method to generate explanations for predictions made by any black box classifier. | 798 | |
| A lightweight solution to develop automated tests for ASP.NET Core applications using behavior testing | 41 | |
| An evaluation suite to assess language models' performance in multi-choice questions | 93 | |
| A simple and extensible library for behavioural testing of Go web applications. | 802 | |
| Provides a way to run Behavior-Driven Development tests in Django applications | 197 | |
| A C# random testing library with generators and shrinkers for property-based testing of .NET code. | 164 | |
| A unit testing framework for C. | 1,081 | |
| A linguistic framework for natural language processing tasks. | 216 | |
| A comprehensive security testing checklist based on OWASP guidelines | 1,523 | |
| Automatically checks test output for changes and fails tests if output differs from previously recorded snapshots | 311 | |
| An experimental framework for developing and testing deep learning models on time-series prediction tasks | 79 | |
| A tool that checks the usage of the testify testing framework in Go programs | 105 | |
| Automated testing tool for API documentation in RAML format | 354 | |
| Automates performance and functional tests using a suite of tools | 2,022 | |
| A benchmarking tool for MQTT servers to evaluate performance under various usage scenarios | 121 |