v2.0.0b3

v2.0.0

Added

• 🚀 Add XPU accelerator and strategy by @ashwinvaidya17 in #2530

• 🚀 Add Dataclasses and PostProcessor by @djdameln in #2098

• 🚀 Add dataclass validators by @samet-akcay in #2307

• 🚀 Add Customisable Image Visualizer by @samet-akcay in #2334

• 🚀 Metrics redesign by @djdameln in #2326

• 🚀 Add PreProcessor to AnomalyModule by @samet-akcay in #2358

• 🚀 Add Multi-GPU Training Support by @ashwinvaidya17 in #2435

• 🔨 Refactor: Add missing auxiliary attributes to AnomalibModule by @samet-akcay in #2460

• 🔨 Rename AnomalyModule to AnomalibModule by @samet-akcay in #2423

• 🚀 Add AUPIMO metric by jpcbertoldo in #1726 and refactored by ashwinvaidya17 in #2329

• 📚 Add AUPIMO tutorials notebooks in #2330 and #2336

Removed

• 🗑️ Remove RKDE by @ashwinvaidya17 in #2455
• 🗑️ Remove rich methods by @ashwinvaidya17 in #2283
• 🔨 Replace imgaug with Native PyTorch Transforms by @samet-akcay in #2436
• 🗑️ Remove task type by @djdameln in #2450

Changed

• Refactor Lightning's trainer.model to trainer.lightning_module by @samet-akcay in #2255
• Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2 by @dependabot in #2189
• Update sphinx requirement by @dependabot in #2235
• Update ruff configuration by @samet-akcay in #2269
• Revert "Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2" by @samet-akcay in #2270
• 🔨 Lint: U* 🔨 Refactor BaseThreshold to Threshold by @samet-akcay in #2278
• 🔨 Enable Ruff Rules: PLW1514 and PLR6201 by @samet-akcay in #2284
• 🔨 Update nncf export by @ashwinvaidya17 in #2286
• 🔨 Linting: Enable PLR6301, # could be a function, class method or static method by @samet-akcay in #2288
• 🔨 Restructure unit tests and fix ruff issues by @samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/2306pdate Ruff Config - Add Missing Copyright Headers by @samet-akcay in #2281
• 🔨 optimization/quantization added into 500 series by @paularamo in #2197

Fixed

• 🐞Replace package_available with module_available by @harimkang in #2407