niceml

Fix

• Optimize file locks and remove outdated template config (#72) (dc374a6)
• Implemented image_size.from_pil image and size (#71) (0643bf2)

Fix

• Remove Windows from documentation (0c252aa)
• Remove tensorflow-io-gcs-filesystem as a dependency from the project template (ce4ea6c)
• Remove Windows as an option in niceml init. (a07cab4)
• Safely remove tensorflow-io-gcs-filesystem from poetry-lock (31515ca)

Fix

• Remove tensorflow-io-gcs-filesystem from dependencies (#69) (cfbadc8)

Feature

• Improvements to DfDataset and other files to better perform regression experiments (#56) (f88abd8)
• Join location with path objects (#63) (d73286d)
• Dependencies: Update of dagster to 1.4.x , tensorflow, and the corresponding packages to 2.12.x (#60) (99b997e)

Fix

• PR feedback (bd6d475)
• PR feedback (c76a6e6)
• How to guide one yaml was false indented (61c023c)
• Change type of image_path in load_img_uint8 (#55) (7df85ee)

Documentation

• Add PR feedback (84b6c6c)
• Add how to start the pipeline via dagster-webserver (79a4db0)
• Add how to add a custom model (4027ef8)
• Add how to write a custom pipeline (66fe21c)
• Add into to how to write a custom pipeline (f0ec339)
• Add automatic generation of API documentation based on docstrings (#54) (8a16e6f)

Fix

• Solve niceML installation issue due to pydantic and dagster version missmatsch(#57) (9303e19)
• Update tornado to ^6.3.2 (6315889)
• Update requests to ^2.13.0 (6559b64)
• Update cryptrography to ^41.0.0 (b188f99)
• Update dagster to ~1.3.13 (c842df0)
• Set pydantic version to <2.0 (6b63ef1)

Feature

• Add NanDataframeFilter to drop nan values of feature columns (#51) (3561200)
• Add dagster op for dataframe normalization (#48) (fe0e8e0)
• Add lockfile name as attribute of FileChecksumProcessor (#46) (013addf)

Fix

• Adjust supported python versions in Getting Started docs section (4bde794)
• Save result files from tensorgraphanalyzer at the correct place and implemented validation for that (#50) (ea3191b)
• Remove temp directory from hydra search path. Add hydra config mapping factory (#47) (6660ec9)

Feature

• Add abstract FileChecksumProcessor and concrete class ZippedCsvToParquetProcessor (#44) (a21d673)
• Implementation of filelocks (#43) (9d4dacd)

Fix

• Added protobuf version (#32) (1ce7e8f)

Fix

• Update the version of dagster to 1.3.9 (#34) (118643d)

Feature

• Softmax for Semantic Segmentation (#30) (ec669b1)
• New tensorflow-metal version (#29) (721842b)
• New tensorflow-metal version (e629895)

Feature

• Add albumentation for numbers dataset image augmentation (8da7b24)
• Add conversion of cropped_numbers_images to tabular data as an op (28bfafc)

Fix

• Adjust explanatory comments for albumentation (6f35f88)
• Allow None as initial value for generating number images (55272e5)
• Adjust the tests for image generation for albumentation (6db814c)
• Improvements that for eacht subset a row is written (5982ae3)
• Replace weak md5 hash (CWE-327) (a438cc9)
• Make all template env variables work by default (e7b7019)
• Make all env variables work by default (9b25b78)
• Transfer default for experiment_uri to files (1986cd6)
• Update dagster and add dagit (1.3.3) (66e4c9f)
• Replace environment variable OUTPUT_PATH by EXPERIMENT_URI (d98858c)
• Add default arguments to cli commands where reasonable (1727959)

Feature

• Add niceml init as cli command to initialize a new niceml project (#13) (4f3090a)

Fix

• Resize bg_images in assets for smaller wheel size (#11) (da291f4)

First executable release after the release of niceml.
Should not be used in production yet.