Joseph Hopfmüller
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98305fdf47
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update dataset configurations, add rotation module, and refine model settings for training, new hyperparameter tuning run for corrected datasets
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2024-12-29 16:00:36 +01:00 |
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Joseph Hopfmüller
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638b62ee03
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add training data, y-pol phase shifted by 90 deg, x/y different powers
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2024-12-11 10:56:30 +01:00 |
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Joseph Hopfmüller
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98d0b5ba8d
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add training data, y-pol phase shifted by 90 deg
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2024-12-11 10:03:29 +01:00 |
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Joseph Hopfmüller
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39ae13d0af
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add training script for polarization estimation, refactor model definitions, randomised polarisation support in data_loader
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2024-12-11 09:48:38 +01:00 |
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Joseph Hopfmüller
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0e29b87395
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add regenerator class and update dataset configurations for model training
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2024-12-05 23:55:03 +01:00 |
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Joseph Hopfmüller
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884d9f73c9
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add default to birefsteps
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2024-12-05 23:50:49 +01:00 |
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Joseph Hopfmüller
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08c81428ef
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add new training data
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2024-12-05 23:50:14 +01:00 |
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Joseph Hopfmüller
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9299316f81
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add new training_data
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2024-12-05 23:43:24 +01:00 |
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Joseph Hopfmüller
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2fcf621a50
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update submodule to latest commit
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2024-12-05 23:29:53 +01:00 |
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Joseph Hopfmüller
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36f89f379d
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refactor signal generation to support single-channel mode and adjust birefringence parameters
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2024-12-05 23:29:48 +01:00 |
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Joseph Hopfmüller
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950516197c
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add new training data
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2024-12-04 13:22:50 +01:00 |
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Joseph Hopfmüller
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b7eecea1ae
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add new training data
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2024-12-04 10:07:39 +01:00 |
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Joseph Hopfmüller
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d3626f9a44
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remove newly generated training data
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2024-12-04 10:00:50 +01:00 |
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Joseph Hopfmüller
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7f89c02d8d
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update submodule to latest commit
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2024-12-02 18:54:15 +01:00 |
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Joseph Hopfmüller
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a8a1c49c00
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Merge branch 'machine_learning' of git.suuppl.dev:seppl/optical-regeneration into machine_learning
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2024-12-02 18:51:30 +01:00 |
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Joseph Hopfmüller
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297e9e8d7f
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update submodule configuration and enhance model settings; add eye diagram functionality
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2024-12-02 18:50:43 +01:00 |
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Joseph Hopfmüller
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aa2e7a4cb4
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move sliced dataset testing script
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2024-12-02 18:50:13 +01:00 |
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Joseph Hopfmüller
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1dcefecf59
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update signal generation patterns in generate_signal.py
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2024-12-02 18:49:38 +01:00 |
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Joseph Hopfmüller
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a5f2f49360
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enhance data loading and processing in FiberRegenerationDataset; add timestamps and support for multiple file paths
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2024-12-02 18:49:14 +01:00 |
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Joseph Hopfmüller
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e20aa9bfb1
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add eye_diagram analysis
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2024-12-02 18:48:43 +01:00 |
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Joseph Hopfmüller
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010889af13
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generate training data with finer length steps
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2024-12-02 18:45:10 +01:00 |
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Joseph Hopfmüller
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c145d58df8
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update subproject reference to latest commit
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2024-11-29 15:53:08 +01:00 |
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Joseph Hopfmüller
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487288c923
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define new activation functions and parametrizations
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2024-11-29 15:51:25 +01:00 |
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Joseph Hopfmüller
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bdf6f5bfb8
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clean up regen_no_hyper.py
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2024-11-29 15:50:34 +01:00 |
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Joseph Hopfmüller
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e02662ed4f
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new optuna studies
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2024-11-29 15:49:59 +01:00 |
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Joseph Hopfmüller
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fd7a0b9c31
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using latest knowledge for hyperparameter search
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2024-11-29 15:49:46 +01:00 |
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Joseph Hopfmüller
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ff32aefd52
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minor fixes and changes
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2024-11-29 15:49:10 +01:00 |
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Joseph Hopfmüller
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b156b9ceaf
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refactor hypertraining.py to improve model layer handling and response plotting; adjust data settings for batch processing
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2024-11-29 15:48:27 +01:00 |
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Joseph Hopfmüller
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cfa08aae4e
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add training.py for defining and running models without hyperparametertuning
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2024-11-29 15:48:18 +01:00 |
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Joseph Hopfmüller
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0422c81f3b
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update single_core_regen settings new runs
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2024-11-24 01:56:01 +01:00 |
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Joseph Hopfmüller
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7343ccb3a5
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refactor complex loss functions for improved readability; update settings and dataset classes for consistency
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2024-11-24 01:55:32 +01:00 |
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Joseph Hopfmüller
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9a16a5637d
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add optional parameter suggestion methods for Optuna trials
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2024-11-24 01:55:12 +01:00 |
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Joseph Hopfmüller
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80e9a3379e
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add autosampler support
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2024-11-20 23:10:14 +01:00 |
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Joseph Hopfmüller
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8d4d0468bd
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complexhalf (complex32) isn't supported by torch.linalg.qr
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2024-11-20 22:56:26 +01:00 |
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Joseph Hopfmüller
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6358c95c42
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new hyperparameter db
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2024-11-20 22:49:40 +01:00 |
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Joseph Hopfmüller
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674033ac2e
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move hypertraining class into separate file;
move settings dataclasses into separate file;
add SemiUnitaryLayer;
clean up model response plotting code;
cnt hyperparameter search
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2024-11-20 22:49:31 +01:00 |
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Joseph Hopfmüller
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cdca5de473
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training loop speedup
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2024-11-20 11:29:18 +01:00 |
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Joseph Hopfmüller
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1622c38582
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refactor: remove unused Optuna visualization utility
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2024-11-17 22:23:37 +01:00 |
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Joseph Hopfmüller
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2bba760378
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add: implement Optuna visualization utility with Dash
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2024-11-17 22:23:01 +01:00 |
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Joseph Hopfmüller
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9ec548757d
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add: regen.py (main hyperparameter training file)
feat: add utility functions for fiber dataset visualization and hyperparameter training;
housekeeping: rename dataset.py -> datasets.py
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2024-11-17 22:22:37 +01:00 |
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Joseph Hopfmüller
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05a3ee9394
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refactor: clean up .gitignore, remove unused scripts
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2024-11-17 22:18:44 +01:00 |
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Joseph Hopfmüller
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086240489a
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minor edits on notes
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2024-11-17 22:16:52 +01:00 |
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Joseph Hopfmüller
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87f40fc37c
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add SlicedDataset class and utility scripts; refactor: remove _path_fix.py and update imports;
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2024-11-17 01:04:33 +01:00 |
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Joseph Hopfmüller
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90aa6dbaf8
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housekeeping
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2024-11-17 01:04:14 +01:00 |
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Joseph Hopfmüller
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744c5f5166
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rename dir;
add torch import test script
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2024-11-16 00:39:19 +01:00 |
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Joseph Hopfmüller
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939a511625
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add installation notes for CUDA 12.4, pyenv, and PyTorch; include useful links
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2024-11-16 00:03:43 +01:00 |
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Joseph Hopfmüller
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2bf47dc0c0
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more precise clone instructions
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2024-11-15 23:54:33 +01:00 |
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Joseph Hopfmüller
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5871c79501
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update README with cloning notes and adjust path in _path_fix.py for submodule import
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2024-11-15 21:21:50 +01:00 |
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Joseph Hopfmüller
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f7217a93bb
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add pypho as submodule
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2024-11-15 21:00:19 +01:00 |
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Joseph Hopfmüller
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5e2d3dd6b7
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change pypho symlink to submodule and handle new location in _path_fix.py
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2024-11-15 20:56:34 +01:00 |
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