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01e2142276
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Fixed a few issues with performance data collection and debugging output, mtl training is ready, moving on to single-task training to compare in write-up
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2026-02-26 17:40:37 +00:00 |
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df6aec7165
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ignore runs
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2026-02-23 16:29:44 +00:00 |
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9467ea2519
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ignore tensorboard logs and model checkpoints
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2026-02-23 16:28:43 +00:00 |
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4f0c54fe28
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Added training loop for the MTL architecture on the original distribution
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2026-02-23 16:26:48 +00:00 |
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7bd68108d0
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Implemented initial training structure, adding further logic soon including loss, stopping, optimisation and loop
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2026-02-23 12:54:23 +00:00 |
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76d9b8509b
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Model almost complete, need to work on loss functions soon
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2026-02-20 19:17:22 +00:00 |
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cccd91a680
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Small bit of progress towards model.py, now building forward()
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2026-02-20 18:18:17 +00:00 |
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61df4e3e26
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Implemented dataset.py which tokenises and returns tensors, ready to load the model now
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2026-02-19 22:10:25 +00:00 |
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19c0d4bce3
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Started dataset.py, added the ReviewDataset class and implemented the __init__, __len__ and __getitem__ methods. The __getitem__ method currently just returns the review text, but will be updated to return the tokenized review as a tensor
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2026-02-19 18:45:55 +00:00 |
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19bcf2aa18
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Started dataset.py, added the ReviewDataset class and implemented the __init__, __len__ and __getitem__ methods. The __getitem__ method currently just returns the review text, but will be updated to return the tokenized review as a tensor
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2026-02-19 18:41:37 +00:00 |
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c5e91b79b2
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Decided on max_length by finding out how many and which reviews would be truncated (it will be 256 tokens)
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2026-02-19 01:28:10 +00:00 |
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0be7da2dde
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Finally processed the data fully and tested. Moving on to dataset.py and model.py
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2026-02-19 00:44:36 +00:00 |
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608588f023
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Preprocessed tagged datasets, fixed CSV formatting issues, and added integrity checks. Also saved mappings for later inference use.
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2026-02-18 22:36:58 +00:00 |
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94a9fa1f17
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gitignore change
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2026-02-16 16:51:32 +00:00 |
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Charlie Rasberry
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8dbc5e7fc1
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Remove duplicate repository structure heading
Removed redundant repository structure section.
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2026-02-16 12:42:16 +00:00 |
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Charlie Rasberry
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c006b2fcff
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Fix formatting in README for repository structure
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2026-02-16 12:41:53 +00:00 |
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charlie-rasberry
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b88504725d
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cleaned notebooks, finished datalabelling
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2026-02-16 12:36:29 +00:00 |
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charlie-rasberry
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8d3dee6d30
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House Cleaning
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2026-01-28 16:41:27 +00:00 |
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6cf36faf64
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Line ending issue with my setup
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2025-12-19 07:19:02 +00:00 |
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487be5cd27
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Everything is good to go for annotations.
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2025-12-19 07:14:13 +00:00 |
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5b9fbfc75e
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data processing pipeline now finished just need to annotate reviews
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2025-11-22 09:41:12 +00:00 |
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charlie-rasberry
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45ec02fa46
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Moving on to multitag.py, sampling complete I think
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2025-11-12 06:21:16 +00:00 |
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charlie-rasberry
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2cbdd55243
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Fixed get_stratified_sample() and replace broken x() with actual working logic, added sample_with_keywords().
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2025-11-12 02:05:20 +00:00 |
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a178284ffc
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Added multitag.py (65% complete), preprocess.py (complete), sampler.py (80% complete)
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2025-11-09 01:45:09 +00:00 |
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4d6e2511e6
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Added multitag, includes preprocess.py, sampler.py and multitag.py(the main gui for labelling/annotation)
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2025-11-06 17:40:29 +00:00 |
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c0d4c13824
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Ignore large CSV data files
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2025-11-06 17:39:26 +00:00 |
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cf6f2d8371
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uber review
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2025-10-08 00:19:49 +01:00 |
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3c51a51331
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initial commit
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2025-10-07 23:47:48 +01:00 |
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