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Remove maximilian_II/ (replaced by maximilian_II_5000_english)

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maximilian_II/README.md DELETED
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- # maximilian_II
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-
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- - **Cipher:** Letters of Maximilian II (1575)
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- - **Key source:** DECODE IDs 1471, 1412, 1407
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- - **Transcription format:** single characters separated by spaces (convert one-character-per-symbol files with keybridge convert)
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- - **Plaintext language of the cipher:** de
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- - **Training plaintext:** built-in English (HistCiph), 5,000 examples × 50 symbols, rare-unit insertion 0.02
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- - **Contributed by:** Micaella Bruton
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- - **Licence:** CC BY 4.0
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-
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- See `maximilian_II_training_report.txt` for all settings and the accuracy on unseen synthetic text.
 
 
 
 
 
 
 
 
 
 
 
 
maximilian_II/maximilian_II_key.tsv DELETED
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- # Key of three letters by Maximilian II (DECODE IDs 1471, 1412, 1407). Standard format: symbols separated by spaces; the word divider (a blank in the manuscript transcription) is written as "_".
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- plaintext ciphertext whole_word
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- <SPACE> "_"
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- "." "."
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- <NULL> "w" "7" "u" "v" "s" "i" "l" "Ä" "3" "B" "k" "#" "ä" "€"
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- "?" "y" "f" "x"
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- "ENCLITICA" "t"
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- "A" "J" "/"
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- "B" "T" "4"
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- "C" "Z"
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- "D" "M"
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- "E" "W" "P" "q"
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- "F" "L"
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- "G" "9"
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- "H" "X"
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- "I" "C" "K"
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- "K" "6"
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- "L" "S"
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- "M" "H"
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- "N" "D" "+"
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- "O" "I" "*"
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- "P" "Ü"
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- "Q" "m"
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- "R" "F" "1"
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- "S" "Q"
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- "T" "b" "U"
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- "U" "2" "G"
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- "W" "V"
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- "X" "ü"
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- "Y" "h"
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- "Z" "0"
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- "FF" "a"
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- "LL" "5"
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- "MM" "n"
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- "NN" "Ö"
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- "SS" "-"
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- "TT" "e"
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- "ST" "E"
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- "CT" "d"
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- "Ä" "g" "8"
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- "Ö" "Ø"
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- "Ü" "r"
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- "SCH" "Y"
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- "UND" "R"
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- "AUSTRIA" "z" yes
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- "HUNGARIA" "O" yes
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- "GERMANIA" "&" yes
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
maximilian_II/maximilian_II_model.pt DELETED
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:330b4836f1eabbd31328b8ec5baa63ce33acf96997375b080574680a888212be
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- size 10336731
 
 
 
 
maximilian_II/maximilian_II_training_report.txt DELETED
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- Training report for 'maximilian_II_5k_english_rares'
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-
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- Settings
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- {
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- "project": "maximilian_II_5k_english_rares",
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- "symbol_format": "symbols separated by spaces",
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- "plaintext_source": "English",
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- "plaintext_files": [],
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- "letter_replacements": "J=I, V=U",
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- "word_spaces": "insert at random",
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- "training_examples": 5000,
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- "sequence_length": 50,
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- "null_rate": 0.05,
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- "double_rate": 0.5,
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- "rare_unit_rate": 0.02,
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- "search_trials": 20,
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- "seed": 9,
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- "max_epochs": 100,
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- "package_version": "1.0.0",
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- "created": "2026-10-13T18:49:46",
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- "key_file": "maximilian_II_key.tsv"
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- }
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-
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- Key
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- 45 plaintext units written with 71 distinct cipher symbols (characters).
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- Special units: <SPACE>, <NULL>
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- Multi-letter units / nomenclature (14): AUSTRIA, CT, ENCLITICA, FF, GERMANIA, HUNGARIA, LL, MM, NN, SCH, SS, ST, TT, UND
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- Whole-word only: AUSTRIA, GERMANIA, HUNGARIA
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-
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- Training data notes
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- Key units that occur fewer than 20 times: '.', '?', 'AUSTRIA', 'ENCLITICA', 'HUNGARIA', 'Ä', 'Ö', 'Ü'
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-
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- Model settings
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- {
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- "embedding_dim": 64,
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- "hidden_size": 320,
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- "num_layers": 2,
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- "num_heads": 1,
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- "dropout": 0.240148858687783,
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- "learning_rate": 0.00013871105837933085,
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- "batch_size": 32
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- }
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-
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- Results
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- {
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- "synthetic_test_accuracy": 0.9999599823922526,
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- "synthetic_test_f1": 0.9999399828047787,
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- "uncertain_share_in_key_reference": 0.00016007043098963545,
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- "uncertain_share_scrambled_key_reference": 0.15785612336094548,
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- "units_not_in_training": [],
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- "training_minutes": 1.1000991304715475,
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- "epochs": 24
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- }
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-
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- Validation accuracy per round
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- 1 0.9648
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- 2 0.9940
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- 3 0.9976
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- 4 0.9986
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- 5 0.9990
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- 6 0.9993
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- 7 0.9995
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- 8 0.9997
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- 9 0.9997
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- 10 0.9997
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- 11 0.9997
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- 12 0.9998
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- 13 0.9998
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- 14 0.9998
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- 15 0.9998
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- 16 0.9998
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- 17 0.9998
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- 18 0.9998
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- 19 0.9998
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- 20 0.9999
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- 21 0.9999
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- 22 0.9999
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- 23 1.0000
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- 24 1.0000