v0.10.0

What's Changed

• Aws connectors by @SaiSharathReddy in #358
• Refactor logging in UDFs by @gulshan02 in #356
• logging fix by @gulshan02 in #367
• Optimize UDF logs by @gulshan02 in #370
• chore: update lock file by @ab93 in #377
• Adding RDS Trainer UDF changes by @SaiSharathReddy in #371
• Feat/vanilla ae refactor by @ab93 in #379

New Contributors

• @SaiSharathReddy made their first contribution in #358
• @gulshan02 made their first contribution in #356

Full Changelog: v0.9.0...v0.10.0

v0.9.2

What's Changed

• logging fix by @gulshan02 in #367
• Optimize UDF logs by @gulshan02 in #370
• chore: update lock file by @ab93 in #377

Full Changelog: v0.9.1...v0.9.2

v0.9.1

What's Changed

• Aws connectors by @SaiSharathReddy in #358
• Refactor logging in UDFs by @gulshan02 in #356

New Contributors

• @SaiSharathReddy made their first contribution in #358

Full Changelog: v0.9.0...v0.9.1

v0.9.0

What's Changed

• docs: updated CHANGELOG.md by @github-actions in #352
• feat: generate static scores for backtesting by @ab93 in #355
• feat: support for train transformers by @s0nicboOm in #354
• feat: introduce stride in dataset by @ab93 in #360
• feat: initial support for flattened vector in backtest by @ab93 in #361
• fix: remove print by @ab93 in #363

Full Changelog: v0.8.0...v0.9.0

v0.8.0

What's Changed

• feat: Multivariate Anomaly Detection by @ab93 in #343
• docs: updated CHANGELOG.md by @github-actions in #347
• feat: allow chunked druid fetch by @ab93 in #349
• feat!: support static threshold score adjustment by @ab93 in #350

Full Changelog: v0.6.3...v0.8.0

v0.7.0

What's Changed

• Demo branch by @s0nicboOm in #335
• docs: updated CHANGELOG.md by @github-actions in #330
• Fix: Get metrics from _conf.metrics on Trainer to avoid issue with Flattening the matrix by @shashank10456 in #346

New Contributors

• @shashank10456 made their first contribution in #346

Full Changelog: v0.6.2...v0.7.0

v0.6.3

What's Changed

• docs: updated CHANGELOG.md by @github-actions in #330
• Fix: Get metrics from _conf.metrics on Trainer to avoid issue with Flattening the matrix by @shashank10456 in #346

New Contributors

• @shashank10456 made their first contribution in #346

Full Changelog: v0.6.2...v0.6.3

v0.6.2

What's Changed

• fix: add FlattenVector transformer by @s0nicboOm in #344

Full Changelog: v0.6.1...v0.6.2

v0.6.1

What's Changed

• feat: support multivar prom by @ab93 in #317
• feat!: support full multivariate prometheus fetching by @ab93 in #325
• feat: support both base conf and app conf by @ab93 in #328
• Metrics by @s0nicboOm in #322
• Add pl conf by @s0nicboOm in #336
• "Source" tag for metrics by @s0nicboOm in #338
• fix: add max value map for cliping the value by @s0nicboOm in #339
• fix: take mean before calculating the thresholds by @s0nicboOm in #340
• fix: add unified conf by @s0nicboOm in #342

Full Changelog: v0.6.0...v0.6.1

v0.6.0

What's Changed

• feat: add thread safety to local cache by @ab93 in #224
• feat: Multivariate threshold using Mahalanobis distance by @ab93 in #234
• chore: remove benchmarks by @ab93 in #235
• feat: convolutional vae for multivariate time series by @ab93 in #237
• fix: tensor dimension swap instead of view change by @ab93 in #240
• docs: updated CHANGELOG.md by @github-actions in #219
• perf: improve serialization performance by @ab93 in #243
• fix: improve metadata serialization by @s0nicboOm in #244
• doc: update quick-start.md by @jasonzeshengchen in #246
• feat!: numalogic udfs by @ab93 in #271
• feat: use well-defined dimensions instead of strings by @cosmic-chichu in #284
• feat: initial version of backtest tool by @ab93 in #282
• feat: add multiple save for redis registry by @s0nicboOm in #281
• fix: allow full df scores in backtest by @ab93 in #288
• try : wfl by @s0nicboOm in #290
• docs: updated CHANGELOG.md by @github-actions in #289
• chore: upgrade pynumaflow version to v0.5 by @ab93 in #291
• fix: pydruid version update by @s0nicboOm in #293
• fix: udf server start error by @ab93 in #294
• fix druid connector with tests by @cosmic-chichu in #296
• fix: trainer bug by @s0nicboOm in #297
• chore: reduce dockerfile size by @ab93 in #300
• feat: add dedup logic by @s0nicboOm in #299
• refactor druid connector by @cosmic-chichu in #301
• fix: docker extra args error by @ab93 in #302
• Update druid query context by @cosmic-chichu in #304
• upgrade version by @s0nicboOm in #306
• feat: add jitter by @s0nicboOm in #305
• add: druidfetcher support for different configId by @s0nicboOm in #307
• feat: support multivariate threshold output by @ab93 in #314
• chore!: unify and refactor trainer by @ab93 in #315
• Update to fix examples ipynb files by @haripriyajk in #318
• add retrain logic for insufficient data by @s0nicboOm in #321

New Contributors

• @jasonzeshengchen made their first contribution in #246
• @cosmic-chichu made their first contribution in #284
• @haripriyajk made their first contribution in #318

Full Changelog: v0.5.0...v0.6.0