<commit_before>data-source: archive/datasets/2014-08-04-18-24-handwriting_datasets-raw.pickle
preprocessed: archive/datasets/2014-08-05-13-59-handwriting_datasets-preprocessed.pickle
data:
    training: archive/pfiles/2014-08-05-17-29-traindata.pfile
    validating: archive/pfiles/2014-08-05-17-29-validdata.pfile
    testing: archive/pfiles/2014-08-05-17-29-testdata.pfile
training: nntoolkit train --epochs 300 --learning-rate 1 --momentum 0.1 {{training}} {{validation}} < {{src_model}} > {{target_model}}
preprocessing:
    - scale_and_shift:
    - connect_lines:
        - minimum_distance: 0.01
    - douglas_peucker:
        - EPSILON: 0.01
    - space_evenly:
        - kind: cubic
        - number: 100
    - scale_and_shift:
features:
    - Stroke_Count:
    - Constant_Point_Coordinates:
        - lines: -1
        - points_per_line: 81
        - fill_empty_with: 0
        - pen_down: False
model:
    type: mlp
    topology: '163:488:370'
    folder: 'archive/models/'
    basename: '2014-08-05-21-00'<commit_msg>updated paths<commit_after>data-source: archive/datasets/2014-08-04-18-24-handwriting_datasets-raw.pickle
preprocessed: archive/datasets/2014-08-05-13-59-handwriting_datasets-preprocessed.pickle
data:
    training: archive/pfiles/2014-08-06-09-55-traindata.pfile
    validating: archive/pfiles/2014-08-06-09-55-validdata.pfile
    testing: archive/pfiles/2014-08-06-09-55-testdata.pfile
training: nntoolkit train --epochs 300 --learning-rate 1 --momentum 0.1 {{training}} {{validation}} < {{src_model}} > {{target_model}}
preprocessing:
    - scale_and_shift:
    - connect_lines:
        - minimum_distance: 0.01
    - douglas_peucker:
        - EPSILON: 0.01
    - space_evenly:
        - kind: cubic
        - number: 100
    - scale_and_shift:
features:
    - Stroke_Count:
    - Constant_Point_Coordinates:
        - lines: -1
        - points_per_line: 81
        - fill_empty_with: 0
        - pen_down: False
model:
    type: mlp
    topology: '163:488:370'
    folder: 'archive/models/'
    basename: '2014-08-06-09-55'
{'fraction_non_alphanumeric': 0.1293774319066148, 'fraction_numerical': 0.09727626459143969, 'mean_word_length': 2.8092592592592593, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6326226', 'n_tokens_mistral': 864, 'n_tokens_neox': 733, 'n_words': 116}