MISTK Version 1.3.0

Version 1.3.0 of the MISTK library includes the following:

• Initial MISTK Gaming release supports Agents and Orchestrators (for game environments)
• MISTK Gaming release incorporating Lunar Lander environment using Gymnasium and Q-Learner agent

PA Cleared 29 Nov 2023, Case Number: AFRL-2023-6061

MISTK Version 1.2.0

Version 1.2.0 of the MISTK library includes the following:

• Allow for JSON output for MISTK models and transformations
• Better CSV output support for MISTK models and transformations

PA Cleared 29 Nov 2023, Case Number: AFRL-2023-6061

MISTK Version 1.1.0

Version 1.1.0 of the MISTK library includes the following:

• Dependency packages updated for better compatibility for Python 3.8 and 3.9
• Ensemble modeling functionality
• Miniaturization for models functionality
• Test Harness has the ability to map local port to a different port other than 8080 when starting a Docker container with --port argument

PA Cleared 29 Nov 2023, Case Number: AFRL-2023-6061

MISTK Version 1.4.0

Version 1.4.0 of the MISTK library includes the following:

• Support for Streaming Source Predictions
  • stream_predict_source() model method
• MISTK Gaming release supports Agents and Orchestrators (for game environments)
• MISTK Gaming release incorporating Airlift Challenge orchestrator and Sample Solution Agent

PA Cleared 29 Nov 2023, Case Number: AFRL-2023-6061

MISTK Version 1.0.0

Version 1.0.0 of the MISTK library includes the following:

• Compatibility with Python 3.7 and 3.8 (and still compatible with Python 3.6)
• Service port configuration for testing containers using MISTK Test Harness
• Ability to update streaming properties for streaming predictions via additional API method
• Model Abstract API new method: do_update_stream_properties(self, props: dict)
• Model Specific Results UI - supply Markdown or HTML that can be rendered via SML UI or 3rd party clients
• Model Abstract API updated method: do_stream_predict(self, data_map: dict, details: bool=False)
• MISTK Test Harness updates to support new Model API methods
• Less info logging messages of streamed input data
• Fixes for prediction and ground truth format handling of bounds
• Other minor assorted bug fixes

MISTK Version 0.5.1

Version 0.5.1 of the MISTK library includes the following:

• minor bug fixes
• updated examples for a model, transform, and evaluation

MISTK Version 0.5.0

Version 0.5.0 of the MISTK library includes the following:

• the MISTK library can now be used to create Evaluation Metrics, in addition to Models and Data Transformation Plugins
• MISTK Models can now implement the generate and save_generations API functionality for use with generative models
• the MISTK Test Harness has been updated to support Models, Transforms, and Metrics testing. See help message for the Test Harness for additional information

MISTK Version 0.4.10

Werkzeug dependency fixed to version 0.16.1 for compatibility with rest of system.

MISTK 0.4.9 Release

Added third party library versions to setup.py
Added 'getApiVersion' endpoint for both model and transform services that will return version of MISTK library being used.

MISTK Version 0.4.8

Enforced versions for third party libraries to avoid issues with encoding errors from the latest urllib3.