nasa-nccs-hpda / astrotime / 13349980144

Builds Branch Commit Type Ran Committer Via Coverage
13349980144 main Remove unused variable and incomplete code. The variable `z` and an incomplete statement were removed for cleanup. This improves code readability and eliminates dead code without affecting functionality. push ThomasMaxwell github
80.0
13349973189 main Add TensorFlow utility functions and improve encoding output Added `tmean` and `tstd` functions in `math.py` for calculating TensorFlow tensor mean and standard deviation. Updated `ValueEncoder` to use these utilities for cleaner and more precise... push ThomasMaxwell github
80.0
13349828202 main Handle 2D tensor case in baseline encoder output. Added a conditional to ensure Y has three dimensions by expanding the axis if it is 2D. This fixes potential shape mismatches and improves code robustness. push ThomasMaxwell github
80.0
13349655913 main Add timing and dataset shape logging to encoders Enhanced both wavelet and baseline encoders with additional timing and dataset shape statistics after encoding. These updates improve transparency and help monitor performance and data characterist... push ThomasMaxwell github
80.0
13348921779 main Add device management and update data type for encoders Introduced `get_device` function to handle device selection dynamically based on GPU availability. Updated `encode_dset` methods across encoders to use NumPy arrays instead of TensorFlow Ten... push ThomasMaxwell github
80.0
13348875408 main Refine logging in WaveletEncoder encoding process. Enhanced the print statement to include detailed statistics (mean and standard deviation) for amplitude, phase, and coefficients in the encoding process. Removed unused comments and unused import... push ThomasMaxwell github
80.0
13348812077 main Refactor pipeline and implement new plotting utilities. Removed outdated files and added new plotting modules (`wavelet_plot.ipynb`, `astrotime.plot`) for enhanced data visualization. Updated encoder implementations for TensorFlow push ThomasMaxwell github
80.0
13347970233 main Set chan_first to False in wavelet encoder initialization. The default channel order has been updated to align with expected input formats where channels are not first. This ensures compatibility with downstream processing and model expectations. push ThomasMaxwell github
80.0
13347513520 main Simplify shape printing for Tensor inputs. Replaced `.shape.as_list()` with `.shape` to streamline shape logging and prevent potential errors when handling TensorFlow tensors. This change maintains clarity while improving code robustness. push ThomasMaxwell github
80.0
13347508794 main Add debug print for dataset types in wavelet embedding script This change adds a debug print statement to log the data types of training and validation datasets. This helps in verifying the input pipeline and ensuring correct data type flow durin... push ThomasMaxwell github
80.0
13346965342 main Refactor wavelet encoding and integrate full training workflow. Refactored `encode_dset` to improve timing and logging structure, adjusting print outputs for readability and performance insights. Updated `wavelet-embedding-cnn.py` to handle datas... push ThomasMaxwell github
80.0
13346858269 main Update README and wavelet encoder configuration Updated README to include TensorFlow CUDA installation for better GPU support. Reduced default batch size in the wavelet encoder from 1000 to 100 to optimize memory usage and processing efficiency. push ThomasMaxwell github
80.0
13340957904 main Fix batch count calculation in wavelet encoder logging. Replaced `len(ys)` with `len(dset['y'])` to correctly compute the total number of batches in the log message. This ensures accurate progress tracking during wavelet encoding. push ThomasMaxwell github
80.0
13340809184 main Increase batch size and refactor logging configuration Updated the batch size from 100 to 1000 in wavelet encoder to optimize processing performance. Refactored the logging configuration to parameterize the log level, improving code flexibility a... push ThomasMaxwell github
80.0
13340669821 main Simplify `shp` function and add encoding debug print. Updated the `shp` function to remove an unnecessary type annotation for improved readability. Added a debug print statement in the wavelet encoder to log shapes of encoded components and proce... push ThomasMaxwell github
80.0