nasa-nccs-hpda / astrotime / 13318687803

Builds Branch Commit Type Ran Committer Via Coverage
13318687803 main Add checkpointing to wavelet CNN training workflow Introduced a CheckpointCallback to save model checkpoints during training. The results directory path was defined, and the callback was integrated into the training arguments. This ensures model ... push ThomasMaxwell github
80.0
13318657966 main Remove debug print statement from CNN model. Eliminated a leftover debug print statement in the `call` method of `cnn_powell.py`. This cleanup improves code readability and avoids unnecessary console output during execution. push ThomasMaxwell github
80.0
13318555449 main Refactor tensor variable naming and simplify scaling logic. Renamed tensor variable for consistency and readability in `printers.py`. Removed unnecessary dimension expansion step. Adjusted scaling transformation in `baseline.py` to use a simplifi... push ThomasMaxwell github
80.0
13318488150 main Add input shape logging and fix scaler output formatting Added a debug print statement to log input shapes in `cnn_powell.py` for better traceability during model execution. Adjusted the scaler output in `baseline.py` to ensure correct array form... push ThomasMaxwell github
80.0
13318371646 main Refactor input handling in CNN and fix scaler output. Simplified input shape handling in the CNN model by removing redundant checks. Adjusted the scaler output in the baseline encoder to retain the 2D structure for consistent processing. push ThomasMaxwell github
80.0
13318319473 main Remove unnecessary data transposition in dataset loading. The transpose operation on the 'y' dataset has been removed for both training and validation data. This simplifies the data loading process while maintaining compatibility with the rest of... push ThomasMaxwell github
80.0
13318136416 main Refactor data loading and preprocessing for compatibility. Added support for specifying feature dimensions in `WaveletLoader`. Updated data preprocessing to ensure compatibility with channel-last format and flexible input shape handling in `Sinus... push ThomasMaxwell github
80.0
13314991934 main Fix incorrect indexing in wwz loader return dictionary Adjusted the 'y' array to include proper indexing for the second dimension. This ensures the loader outputs correctly shaped data for downstream processes. push ThomasMaxwell github
80.0
13314373617 main Update dependencies and modify checkpoint file extension Added `xarray` and `netCDF4` to the installation instructions in `README.md`. Updated the checkpoint file extension in `checkpoints.py` from `.ckpt` to `.keras` for better compatibility and... push ThomasMaxwell github
80.0
13313891957 main Remove WaveletEncoder usage and update data key naming Replaced 't' with 'x' in loader output dictionary for clarity and consistency. Removed redundant WaveletEncoder, directly accessing dataset keys ('y' and 'target') for training and validation... push ThomasMaxwell github
80.0
13313775088 main Add WaveletLoader for data processing and integrate it Introduced a new `WaveletLoader` class in `astrotime/loaders/wwz.py` to handle wavelet-based data loading. Replaced `SinusoidLoader` with `WaveletLoader` in the CNN workflow, updating the dat... push ThomasMaxwell github
80.0
13299498341 main Reduce batch size and fix timing log in wavelet encoder. The batch size was decreased from 1000 to 100 to allow for smaller processing loads per iteration. Additionally, the timing log was corrected to compute the proper interval for load-time, f... push ThomasMaxwell github
80.0
13298824137 main Refactor wavelet encoder method calls for clarity. Replaced direct calls to the encoder object with the explicit `encode_dset` method. This improves readability and makes the codebase more consistent and self-explanatory. Removed redundant `compi... push ThomasMaxwell github
80.0
13298803035 main Refactor wavelet encoder with modular WWZ computation. Introduce `WaveletEncoderModel` to encapsulate WWZ computations, improving modularity and code organization. Rename method `call` to `encode_dset` for clarity, and update references to use th... push ThomasMaxwell github
80.0
13298539032 main Refactor WaveletEncoder to inherit from keras.Model Updated WaveletEncoder to inherit from keras.Model for better integration with keras workflows. Replaced `encode_dset` with `call` to follow keras model conventions, and added a `compile` step t... push ThomasMaxwell github
80.0