Numalogic Versions Save

What's Changed

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

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.8.0...v0.9.0

What's Changed

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

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.3...v0.8.0

What's Changed

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

New Contributors

• @shashank10456 made their first contribution in https://github.com/numaproj/numalogic/pull/346

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.2...v0.7.0

What's Changed

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

New Contributors

• @shashank10456 made their first contribution in https://github.com/numaproj/numalogic/pull/346

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.2...v0.6.3

What's Changed

• fix: add FlattenVector transformer by @s0nicboOm in https://github.com/numaproj/numalogic/pull/344

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.1...v0.6.2

What's Changed

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

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.0...v0.6.1

What's Changed

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

New Contributors

• @jasonzeshengchen made their first contribution in https://github.com/numaproj/numalogic/pull/246
• @cosmic-chichu made their first contribution in https://github.com/numaproj/numalogic/pull/284
• @haripriyajk made their first contribution in https://github.com/numaproj/numalogic/pull/318

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.5.0...v0.6.0

What's Changed

• fix: pydruid version update by @s0nicboOm in https://github.com/numaproj/numalogic/pull/293
• fix: udf server start error by @ab93 in https://github.com/numaproj/numalogic/pull/294
• fix druid connector with tests by @cosmic-chichu in https://github.com/numaproj/numalogic/pull/296

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.6.0a2...v0.6.0a5

What's Changed

• feat: add thread safety to local cache by @ab93 in https://github.com/numaproj/numalogic/pull/224
• feat: Multivariate threshold using Mahalanobis distance by @ab93 in https://github.com/numaproj/numalogic/pull/234
• chore: remove benchmarks by @ab93 in https://github.com/numaproj/numalogic/pull/235
• feat: convolutional vae for multivariate time series by @ab93 in https://github.com/numaproj/numalogic/pull/237
• fix: tensor dimension swap instead of view change by @ab93 in https://github.com/numaproj/numalogic/pull/240
• docs: updated CHANGELOG.md by @github-actions in https://github.com/numaproj/numalogic/pull/219
• perf: improve serialization performance by @ab93 in https://github.com/numaproj/numalogic/pull/243
• fix: improve metadata serialization by @s0nicboOm in https://github.com/numaproj/numalogic/pull/244
• doc: update quick-start.md by @jasonzeshengchen in https://github.com/numaproj/numalogic/pull/246
• feat!: numalogic udfs by @ab93 in https://github.com/numaproj/numalogic/pull/271
• feat: use well-defined dimensions instead of strings by @cosmic-chichu in https://github.com/numaproj/numalogic/pull/284
• feat: initial version of backtest tool by @ab93 in https://github.com/numaproj/numalogic/pull/282
• feat: add multiple save for redis registry by @s0nicboOm in https://github.com/numaproj/numalogic/pull/281
• fix: allow full df scores in backtest by @ab93 in https://github.com/numaproj/numalogic/pull/288
• try : wfl by @s0nicboOm in https://github.com/numaproj/numalogic/pull/290
• docs: updated CHANGELOG.md by @github-actions in https://github.com/numaproj/numalogic/pull/289
• chore: upgrade pynumaflow version to v0.5 by @ab93 in https://github.com/numaproj/numalogic/pull/291

New Contributors

• @jasonzeshengchen made their first contribution in https://github.com/numaproj/numalogic/pull/246
• @cosmic-chichu made their first contribution in https://github.com/numaproj/numalogic/pull/284

Full Changelog: https://github.com/numaproj/numalogic/compare/v0.5.0...v0.6.0a2

feat: add thread safety to local cache #224 by @ab93 Full Changelog: https://github.com/numaproj/numalogic/compare/v0.5.0...v0.5.0.post1