nkululeko

View on PyPIReverse Dependencies (0)

0.93.15 nkululeko-0.93.15-py3-none-any.whl

Wheel Details

Project: nkululeko
Version: 0.93.15
Filename: nkululeko-0.93.15-py3-none-any.whl
Download: [link]
Size: 170085
MD5: 925cf34f323df1698699a5bdcef5c47f
SHA256: f25a8bb5fe6f89edc7db2df864a0bde8d3a9e3e7a6f7b0266adbbb9e7de9557e
Uploaded: 2025-01-30 10:06:45 +0000

dist-info

METADATA

Metadata-Version: 2.2
Name: nkululeko
Version: 0.93.15
Summary: Machine learning audio prediction experiments based on templates
Author: Felix Burkhardt
Author-Email: fxburk[at]gmail.com
Home-Page: https://github.com/felixbur/nkululeko
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 3 - Alpha
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.9
Requires-Dist: audeer
Requires-Dist: audformat
Requires-Dist: audinterface
Requires-Dist: audiofile
Requires-Dist: audiomentations
Requires-Dist: audmetric
Requires-Dist: audonnx
Requires-Dist: confidence_intervals
Requires-Dist: datasets
Requires-Dist: imageio
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: opensmile
Requires-Dist: pandas
Requires-Dist: praat-parselmouth
Requires-Dist: scikit_learn
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: sounddevice
Requires-Dist: torch
Requires-Dist: torchvision
Requires-Dist: transformers
Requires-Dist: umap-learn
Requires-Dist: xgboost
Requires-Dist: pylatex
License-File: LICENSE
[No description]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
nkululeko/__init__.py sha256=62f8HiEzJ8rG2QlTFJXUCMpvuH3fKI33DoJSj33mscc 63
nkululeko/aug_train.py sha256=FoMbBrfyOZd4QAw7oIHl3X6-UpsqAKWVDIolCA7qOWs 3196
nkululeko/augment.py sha256=3RzaxB3gRxovgJVjHXi0glprW01J7RaHhUkqotW2T3U 2955
nkululeko/cacheddataset.py sha256=XFpWZmbJRg0pvhnIgYf0TkclxllD-Fctu-Ol0PF_00c 969
nkululeko/constants.py sha256=66ewyVO87OYNVG6_B0zotZhLHPR1MXfKn6QBlVG7Gk4 40
nkululeko/demo-ft.py sha256=iD9Pzp9QjyAv31q1cDZ75vPez7Ve8A4Cfukv5yfZdrQ 770
nkululeko/demo.py sha256=4Yzhg6pCPBYPGJrP7JX2TysVosl_R1llpVDKc2P_gUA 4955
nkululeko/demo_feats.py sha256=BvZjeNFTlERIRlq34OHM4Z96jdDQAhB01BGQAUcX9dM 2026
nkululeko/demo_predictor.py sha256=lDF-xOxRdEAclOmbepAYg-BQXQdGkHfq2n74PTIoop8 4872
nkululeko/ensemble.py sha256=71V-rre61H3J4sh7lu-OTo4I2_g7mm_rQxwW1ARDHgY 12782
nkululeko/experiment.py sha256=0xe_mrGtO6q8HF6dZ7slXca7BvSoyIh6j61U9mtcS_o 31785
nkululeko/explore.py sha256=FPM2CS-LKgcDV-LnjYlD6pEv7HuCQpH_C3KyyiOCdk4 3589
nkululeko/export.py sha256=U-V4acxtuL6qKt6oAsVcM5TTeWogYUJ3GU-lA6rq6d4 4336
nkululeko/feature_extractor.py sha256=UnspIWz3XrNhKnBBhWZkH2bHvD-sROtrQVqB1JvkUyw 4088
nkululeko/file_checker.py sha256=xJY0Q6w47pnmgJVK5rcAKPYBrCpV7eBT4_3YBzTx-H8 3454
nkululeko/filter_data.py sha256=5AYDtqs_GWGr4V5CbbYQkVVgCD3kq2dpKu8rF3V87NI 7224
nkululeko/fixedsegment.py sha256=Tb92QiuiyMsOO3WRWwuGjZGibS8hbHHCrcWAXGk7g04 2868
nkululeko/glob_conf.py sha256=KL9YJQTHvTztxo1vr25qRRgaPnx4NTg0XrdbovKGMmw 525
nkululeko/modelrunner.py sha256=GGJPg41PyJPmT160d3p6mcvWePTeSaW_eilHCKmOKbw 11211
nkululeko/multidb.py sha256=sO6OwJn8sn1-C-ig3thsIL8QMWHdV9SnJhDodKjeKrI 6876
nkululeko/nkuluflag.py sha256=PGWSmZz-PiiHLgcZJAoGOI_Y-sZDVI1ksB8p5r7riWM 3725
nkululeko/nkululeko.py sha256=M7baIq2nAoi6dEoBL4ATEuqAs5U1fvl_hyqAl5DybAQ 2040
nkululeko/plots.py sha256=jutO1nC7EMXGEPXCivVGhgrk3I0WrYrvIWyClm7ASaE 26440
nkululeko/predict.py sha256=MLnHEyFmSiHLLs-HDczag8Vu3zKF5T1rXLKdZZJ6py8 2083
nkululeko/resample.py sha256=rn3-M1A-iwVGibfQNGyeYNa7briD24lIN9Szq_1uTJo 5194
nkululeko/runmanager.py sha256=AswmORVUkCIH0gTx6zEyufvFATQBS8C5TXo2erSNdVg 7611
nkululeko/scaler.py sha256=7VOZ4sREMoQtahfETt9RyuR29Fb7PCwxlYVjBbdCVFc 4101
nkululeko/segment.py sha256=7UrJEwdLmh9wDL5iBwpdJyJm9dwSxidHrHt-_D2qtxw 4949
nkululeko/syllable_nuclei.py sha256=5w_naKxNxz66a_qLkraemi2fggM-gWesiiBPS47iFcE 9931
nkululeko/test.py sha256=1w624vo5KTzmFC8BUStGlLDmIEAFuJUz7J0W-gp7AxI 1677
nkululeko/test_predictor.py sha256=DEHE_D3A6m6KJTrpDKceA1n655t_UZV3WQd57K4a3Ho 2863
nkululeko/test_pretrain.py sha256=6FZeETlWzg9Cq_sn3BFKhfH91jW26nAIDm1bJkInNNA 8463
nkululeko/augmenting/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/augmenting/augmenter.py sha256=TUUznEz0pe9DSMC9r7LoBckuvsJTprvypeV5-8zLn20 2846
nkululeko/augmenting/randomsplicer.py sha256=TKPqp8np5dvyJIAjOTvtlanatFQ9OwKxZ02QoCwZ2Jw 2802
nkululeko/augmenting/randomsplicing.py sha256=RUwYukqDUbRqs_hD2wYPL6g2nLFhjCuPVbJ6qx3VzU8 1751
nkululeko/augmenting/resampler.py sha256=gcjyyTD6QtJK6s_xoOQpsu5adpn0uSJwHxJTHMskfOM 3541
nkululeko/autopredict/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/autopredict/ap_age.py sha256=SaD8-WWBLjb4x2jxIsU-_uvlYxcE0YhxUOnh9PAYTiU 1097
nkululeko/autopredict/ap_arousal.py sha256=unKN9VefJ_eesUqy1YTMSvYs1kBMQP1HBZI6cY0En6c 1026
nkululeko/autopredict/ap_dominance.py sha256=Ltq5x0ralxU1758_e-nNKvzexiPUM66xLAm3Wo2B07c 1040
nkululeko/autopredict/ap_gender.py sha256=b6oTqHKVwOnYh4YlKbuMflssS4HJqs_c1ayusauY_I4 1010
nkululeko/autopredict/ap_mos.py sha256=e4hmgb0Yf1_AbC5P0CqXJIvufjhbTrqmI5goARxrY0Y 1107
nkululeko/autopredict/ap_pesq.py sha256=mRt3Loucaoy4vJxwfuxUt0fP88bMGvkmrLCEpKEXWp0 1140
nkululeko/autopredict/ap_sdr.py sha256=VQ2UkxOO3ipqYNNjFwKgEaGCk8IzLI5lX_2tZFLIvTY 1188
nkululeko/autopredict/ap_sid.py sha256=mCxf2DUOPUlDdnVwCeljFJtCXM4uum1poZQ9RrwHHM8 2641
nkululeko/autopredict/ap_snr.py sha256=AiTU8-7CMEeowmYkMO19lw1HCb1yTXC6KeulNf8gOqw 1110
nkululeko/autopredict/ap_stoi.py sha256=UEQg1ZV0meAsxgdWB8ieRs9GPXHqArmsaOyCGRwpcnA 1187
nkululeko/autopredict/ap_valence.py sha256=WrW4Ltqi_odW49_4QEVKkfnrcztLIVZ4cXIEHu4dBN8 1026
nkululeko/autopredict/estimate_snr.py sha256=1k9-XadABudnsNOeFZD_Fg0E64-GUQVS7JEp82MLQS4 4995
nkululeko/data/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/data/dataset.py sha256=G6RFK2msSVHxpzDm8gZSAD4GK6ieMS5fTbqVS-NOFuY 30081
nkululeko/data/dataset_csv.py sha256=AIbtB6pGk5BSQGIgfokZ7tEGFjmuOq5w2XumRSimVWs 4833
nkululeko/feat_extract/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/feat_extract/feats_agender.py sha256=onfAQ6-xx_mFMJXEF1IX8cHBmGtGeX6weJmxbkfh1_o 3184
nkululeko/feat_extract/feats_agender_agender.py sha256=_YQv1qw--3uQfnyTQDCwlmPRnrhdMhgXbYK2yQtseW0 3464
nkululeko/feat_extract/feats_analyser.py sha256=txuIEgO4uprle35RzBczvZm5Hc7iUl2p9oBEfdrvg_I 13506
nkululeko/feat_extract/feats_ast.py sha256=w62xEoLiFtU-rj6SXkqXAktmoFaXcAcAWpUyEjp8JWo 4652
nkululeko/feat_extract/feats_auddim.py sha256=CGLp_aYhudfwoU5522vjrvjPxfZcyw593A8xLjYefV8 3134
nkululeko/feat_extract/feats_audmodel.py sha256=OsZyB1rdcG0Fai2gAwBlbuubmWor1_-P4IDkZLqgPKE 3161
nkululeko/feat_extract/feats_clap.py sha256=1tttpfm2SJmQgYm2u8eUVpDiDOpWdKqFChpY3ZZokNs 3395
nkululeko/feat_extract/feats_hubert.py sha256=F3vrPCkx8EimJjFWYCZ7Yg9uo1G3NjYt4UKrGIUev8k 5172
nkululeko/feat_extract/feats_import.py sha256=cPi4XRuRs71npB8YGXr7rYOvkeTU_oZEl3GrGncdiqY 2222
nkululeko/feat_extract/feats_mld.py sha256=5aRoYiGDm5ApoFntxAMQYPjEelXHHRBHZcAJR9dxaeI 1945
nkululeko/feat_extract/feats_mos.py sha256=3UXCKe86F49yHpZMQnLfDWXx9XdmlXHOy8efoa3WaOk 4138
nkululeko/feat_extract/feats_opensmile.py sha256=BLj5sUaBPz7vLPfNlt9LdQurSypmViqgSpPK-6aXGhQ 4029
nkululeko/feat_extract/feats_oxbow.py sha256=TRoEJx5EKZiqoPoPRibHc0vkBMoZcKlGoGNq4NbyHZw 4895
nkululeko/feat_extract/feats_praat.py sha256=jZ-XXbP3iy25QQIzA4Hrv0HxsYvJNPavoCW2FyJNKMg 3064
nkululeko/feat_extract/feats_snr.py sha256=5uEm10d89TQPf0s-CuVpQ3ftc0bLEeuB8aGuufsjAbs 2762
nkululeko/feat_extract/feats_spectra.py sha256=6WhFUpB0WTutg7OFMlAw9lSwVU5OBYCDcPRxaiH-Qn8 3621
nkululeko/feat_extract/feats_spkrec.py sha256=o_6bdU4lIkj64S5Kdjf1iyuo1VASeYxE4XdxV94a8gE 4732
nkululeko/feat_extract/feats_squim.py sha256=yJifsp9kj9iJjW_UAKr3LlvVhX5rv7el4bepn0wN2a8 4578
nkululeko/feat_extract/feats_trill.py sha256=JgyUQ8ihIL5PlUpxjchlbC9547GI0SyUwkFEquya85Q 3197
nkululeko/feat_extract/feats_wav2vec2.py sha256=q1QzMD3KbhF2SOmxdwI7CiViRmhlFRyghxN_6SmUc0E 5297
nkululeko/feat_extract/feats_wavlm.py sha256=O9cfc39VF5aPJRRATKb37pHT4W11i2cu5O1mY9LOjIA 4755
nkululeko/feat_extract/feats_whisper.py sha256=n3ESZtva7wshs8E8diBlQYa9xCH_P0UY1DncSrxz-FY 4508
nkululeko/feat_extract/featureset.py sha256=clcBv9rzBRW-bfw7JC_FYTjU5uUS-c0UE1XtQLYYRiE 1615
nkululeko/feat_extract/feinberg_praat.py sha256=bgzWtQkKbgcygrzwAxDXosui1rcc38qhWuJq9GLr0z8 21308
nkululeko/feat_extract/transformer_feature_extractor.py sha256=LaXuW-AJZ931ttLis0J5h9N3RtiiE51BnkxJR-bubfY 5837
nkululeko/losses/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/losses/loss_ccc.py sha256=NOK0y0fxKUnU161B5geap6Fmn8QzoPl2MqtPiV8IuJE 976
nkululeko/losses/loss_softf1loss.py sha256=5gW-PuiqeAZcRgfwjueIOQtMokOjZWgQnVIv59HKTCo 1309
nkululeko/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/models/model.py sha256=2STBD3jtLKeNSk7arCFJdaV6FL-nuLR1qpsjvZ4W-9A 12975
nkululeko/models/model_bayes.py sha256=tQUXEsXoS6WnfapQjP78S_gxNBssTOqE78A2iG8SfLU 407
nkululeko/models/model_cnn.py sha256=lu6ZSGqJBL69PdrgwwgzjGmu_DaBaiATkz6oVqQpKhc 10498
nkululeko/models/model_gmm.py sha256=mhHFNtTzHuJvqYSA0h5YhvjA--KhnN6MTU_S0G3-d1c 1332
nkululeko/models/model_knn.py sha256=ByQlHIU_fNtSCGCvsrMEoLVJ9q2hUC4edtpp5rVS1B8 600
nkululeko/models/model_knn_reg.py sha256=kaVP1xGNgktUGuQARi7uoJ0hmdPGHDpv2ugDesYN7RU 611
nkululeko/models/model_lin_reg.py sha256=xqvf-06LhBkjHRdyXFqcYD8ozYPoAsZfGqfNEtuFQLc 423
nkululeko/models/model_mlp.py sha256=ghHg9dF9kP_m6C5FHMobmUBYJ1bE_ct77axWQKN5TUw 10671
nkululeko/models/model_mlp_regression.py sha256=j8Y1nRHU9YJSQuBKpZb-JL-5seHGr6N5OX1biKj3Xa0 10297
nkululeko/models/model_svm.py sha256=zP8ykLhCZTYvwSqw06XHuzq9qMBtsiYpxjUpWDAnMyA 995
nkululeko/models/model_svr.py sha256=FEwYRdgqwgGhZdkpRnT7Ef12lklWi6GZL28PyV99xWs 726
nkululeko/models/model_tree.py sha256=6L3PD3aIiiQz1RPWS6z3Edx4f0gnR7AOfBKOJzf0BNU 433
nkululeko/models/model_tree_reg.py sha256=IMaQpNImoRqP8Biw1CsJevxpV_PVpKblsKtYlMW5d_U 429
nkululeko/models/model_tuned.py sha256=VuRyNqw3XTpQ2eHsWOJN8X-V98AN8Wqiq7UgwT5BQRU 23763
nkululeko/models/model_xgb.py sha256=ytBaSHZH8r7VvRYdmrBrQnzRM6V4HyCJ8O-v20J8G_g 448
nkululeko/models/model_xgr.py sha256=H01FJCRgmX2unvambMs5TTCS9sI6VDB9ip9G6rVGt2c 419
nkululeko/reporting/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/reporting/defines.py sha256=0vh-Tlx4fAPpk1o6mP_4x3EkIoqzYMr38IZnj-JM5z4 641
nkululeko/reporting/latex_writer.py sha256=NGwSIfd4nfslDkNUOSZSdqY_VDLA8634thyhe-vj1bY 1824
nkululeko/reporting/report.py sha256=bYN8B66gg3IWHAyfd6uIVjpYKy3rOI6aEwgfXU0LSAY 1006
nkululeko/reporting/report_item.py sha256=AqKD40AlZpRuHLbggn5PkH6ctGJwh9rGNBNgOvgUODg 534
nkululeko/reporting/reporter.py sha256=CxRXXDfil5C7K0LyaGJZGFDUwfqxdd6Eun8QRTs-Ckk 20875
nkululeko/reporting/result.py sha256=G63a2tHCwHhM6NBJgYzsWKWJm4Yu3r4hsCHA2Km7eHU 1073
nkululeko/segmenting/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/segmenting/seg_inaspeechsegmenter.py sha256=b3t0zdpJYofKWMyKRMtMMX91xeR-k8d5pbnNaQHcsOE 1902
nkululeko/segmenting/seg_pyannote.py sha256=6IPbgjnGOz9juzEKDTZN3PSipX4t6Mz-DILAx3rp5do 4216
nkululeko/segmenting/seg_silero.py sha256=ulodnvtRq5MLHDxy_RmAK4tJg6h1d-mPq-uCPFkGVKg 4258
nkululeko/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
nkululeko/utils/files.py sha256=SrrYaU7AB80MZHiV1jcB0h_zigvYLYgSVNTXV4ao38g 4593
nkululeko/utils/stats.py sha256=3Fyx8q8BSKYmiufT6OkRug9RATWmGrr9BaX_y8jziWo 3074
nkululeko/utils/util.py sha256=J_dmqkOVAW63Q7IFUBj0BgygKzMXA0nORxY62-o8z_g 17360
nkululeko-0.93.15.dist-info/LICENSE sha256=0zGP5B_W35yAcGfHPS18Q2B8UhvLRY3dQq1MhpsJU_U 1076
nkululeko-0.93.15.dist-info/METADATA sha256=93FF7d1WXuyQwSPTMO-wCwHEcxEn1YiVMbm4TSObyYU 1148
nkululeko-0.93.15.dist-info/WHEEL sha256=In9FTNxeP60KnTkGw7wk6mJPYd_dQSjEZmXdBdMCI-8 91
nkululeko-0.93.15.dist-info/entry_points.txt sha256=lNTkFEdh6Kjo5o95ZAWf_0Lq-4ztGoAoMVSDuPtuyS0 442
nkululeko-0.93.15.dist-info/top_level.txt sha256=DPFNNSHPjUeVKj44dVANAjuVGRCC3MusJ08lc2a8xFA 10
nkululeko-0.93.15.dist-info/RECORD

top_level.txt

nkululeko

entry_points.txt

nkululeko.augment = nkululeko.augment:main
nkululeko.demo = nkululeko.demo:main
nkululeko.ensemble = nkululeko.ensemble:main
nkululeko.explore = nkululeko.explore:main
nkululeko.export = nkululeko.export:main
nkululeko.nkululeko = nkululeko.nkululeko:main
nkululeko.predict = nkululeko.predict:main
nkululeko.resample = nkululeko.resample:main
nkululeko.segment = nkululeko.segment:main
nkululeko.test = nkululeko.test:main