nasa-nccs-hpda / astrotime / 13298313957

Builds Branch Commit Type Ran Committer Via Coverage
13298313957 main Enable enhanced logging and timing for wwz and wavelet encoding. Replaced `lgm().log` calls with `print` for improved output visibility in `wwz`. Added detailed timing logs in wavelet encoder to track batch processing and `wwz` execution time, im... push ThomasMaxwell github
80.0
13297181238 main Adjust batch size in wavelet encoder to 1000. Reduced the default `batch_size` from 5000 to 1000 in the wavelet encoder initialization. This change optimizes memory usage and enhances performance for large datasets. push ThomasMaxwell github
80.0
13297075048 main Refactor logging in wavelet encoder batching process Reorganized and simplified print statements for better readability during batch encoding. Key details, including amplitude, phase, and coefficients, are now displayed in a cleaner format. This ... push ThomasMaxwell github
80.0
13296868018 main Refactor wavelet encoder for batch processing and usability. Introduced batch processing in the wavelet encoder to handle large datasets efficiently, controlled by a new `batch_size` parameter. Added flexibility with new `nfeatures` and `chan_fir... push ThomasMaxwell github
80.0
13296456740 main Fix indexing issue in wavelet encoder Updated the wwz function call to correct the time array indexing, replacing a 1D index with a 2D slice to align with the expected input shape. This prevents potential runtime errors and ensures proper calcula... push ThomasMaxwell github
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13296413936 main Add checkpointing to training workflow Introduced a `CheckpointCallback` to save the best model during training based on validation accuracy. Updated the baseline workflow to include the new callback and adjusted the wavelet encoder's data reshap... push ThomasMaxwell github
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13296029990 main Refactor wavelet encoding to optimize data handling. Replaced list aggregations with direct computation inside the loop, reducing intermediate variables. This improves clarity and aligns the encoding process with streamlined data transformations ... push ThomasMaxwell github
80.0
13295825303 main Set verbose mode to False in wwz.py Changed the default value of the `verbose` variable from `True` to `False` to suppress output during execution. This provides a cleaner experience for users and prevents unnecessary debug information from being... push ThomasMaxwell github
80.0
13295146450 main Refactor encode_dset method and add debug logging. Updated variable names in encode_dset for consistency between files. Added logging to print dataset keys in WaveletEncoder for easier debugging. Improved clarity and reduced redundancy in print s... push ThomasMaxwell github
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13295052322 main Refactor variable names and add debug logging in wavelet.py Renamed variables for clarity and updated debug print statements to include additional shape information. Imported 'random' for future use, though some code remains commented out. push ThomasMaxwell github
80.0
13294842468 main Add WaveletEncoder and workflow for sinusoid modeling. Introduced a new `WaveletEncoder` for wavelet-based feature extraction and a workflow script for sinusoid dataset modeling with CNNs. Refactored utility functions (`logspace`) and removed unu... push ThomasMaxwell github
80.0
13292104280 main Add type hints and replace Torch with NumPy in WWZ transform Added type annotations across multiple modules to enhance code clarity and ensure type safety. Replaced PyTorch operations with equivalent NumPy functions in the WWZ transform to stream... push ThomasMaxwell github
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13291456939 main Add logging and configuration utilities to astrotime package Introduce `logging.py` for enhanced logging capabilities, including custom loggers and decorators for error handling and performance measurement. Add `config.py` for configuration manag... push ThomasMaxwell github
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13290815375 main Add baseline sinusoid period model and update README Implemented a TensorFlow-based baseline model to estimate sinusoid periods and included corresponding data preprocessing. Updated the README to provide instructions for setting up the conda env... push ThomasMaxwell github
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13290366237 main Set correct data directory and update dataset indices Reverted the data directory to the appropriate project path. Adjusted the training and validation dataset indices to ensure proper dataset splitting for training. push ThomasMaxwell github
80.0