New metrics and new features and bug fixes

What's Changed

• fix misspecified version reference by @leej3 in #3228
• Add MutualInformation Metric by @kzkadc in #3230
• Add divergence metrics by @kzkadc in #3232
• Add test timeouts by @leej3 in #3241
• Fix error in old PyTorch for KL and JS divergence by @kzkadc in #3236
• Make testing improvements by @leej3 in #3242
• Add MaximumMeanDiscrepancy metric by @kzkadc in #3243
• setup_logger: add optional arg encoding for FileHandler by @sjiang95 in #3240
• Fix error of doc test for MaximumMeanDiscrepancy metric by @kzkadc in #3245
• adjust tpu timeout by @leej3 in #3246
• fix some mypy issues by @leej3 in #3248
• Fix mps not functional by @leej3 in #3249
• Fixed linkcheck by @vfdev-5 in #3250
• Retry tests by @leej3 in #3229
• downgrade retry action for gpu tests (#3251) by @vfdev-5 in #3252
• Fix scheduled tests by @leej3 in #3254
• Rename common-test-functionality.sh to common_test_functionality.sh by @vfdev-5 in #3255
• Updated FBResearchLogger example doctring by @vfdev-5 in #3237
• Updated docker pth version by @vfdev-5 in #3256
• improve type support for fbrlogger by @leej3 in #3238
• Introduce a variable skip_unrolling in class Metric by @simeetnayan81 in #3258
• Skip unrolling follow up by @simeetnayan81 in #3260
• Exclude special attributes from causing MetricsLambda creation by @sadra-barikbin in #3263
• Replace runners prefix amz2023. by @jeanschmidt in #3265
• Fix failing Pytorch version tests CI by @simeetnayan81 in #3267
• Fix failing tpu tests by @vfdev-5 in #3261
• Add MetricGroup feature by @sadra-barikbin in #3266
• Fix WandBLogger init by @zubatyuk in #3273
• Fix mps ci by @vfdev-5 in #3274
• Updated pytorch versions in CI and docker by @vfdev-5 in #3275

Acknowledgments

🎉 Thanks to our community and all our contributors for the issues, PRs and 🌟 ⭐️ 🌟 !
💯 We really appreciate your implication into the project

New Contributors

• @sjiang95 made their first contribution in #3240
• @simeetnayan81 made their first contribution in #3258
• @jeanschmidt made their first contribution in #3265
• @zubatyuk made their first contribution in #3273

Thank you !

Full Changelog: v0.5.0.post2...v0.5.1