stream-topic

View on PyPIReverse Dependencies (0)

0.1.9 stream_topic-0.1.9-py3-none-any.whl

Wheel Details

Project: stream-topic
Version: 0.1.9
Filename: stream_topic-0.1.9-py3-none-any.whl
Download: [link]
Size: 156403
MD5: 02a56fda271aabd6d184b0fe3f9e0fbf
SHA256: 3df75503d9190b2abb5c9ffa3ac041d9e278b308b4fd1d65928a372c2cbb6ab3
Uploaded: 2024-10-02 13:35:25 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: stream-topic
Version: 0.1.9
Summary: A python package for expanded topic modeling and metrics
Author: Anton Thielmann
Author-Email: anton.thielmann[at]tu-clausthal.de
Home-Page: https://github.com/AnFreTh/STREAM
Project-Url: Documentation, https://stream.readthedocs.io/en/
License: MIT
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6, <=3.11
Requires-Dist: numpy (<=1.26.4)
Requires-Dist: pandas
Requires-Dist: pyarrow
Requires-Dist: scikit-learn (==1.1.0)
Requires-Dist: scipy (==1.10.1)
Requires-Dist: lightning (==2.3.3)
Requires-Dist: torch (==2.4.0)
Requires-Dist: transformers (==4.40.2)
Requires-Dist: setfit (==1.0.3)
Requires-Dist: gensim (==4.2.0)
Requires-Dist: umap-learn (==0.5.6)
Requires-Dist: wordcloud (==1.9.3)
Requires-Dist: community
Requires-Dist: networkx (==3.3)
Requires-Dist: python-louvain
Requires-Dist: langdetect
Requires-Dist: hdbscan (==0.8.37)
Requires-Dist: huggingface-hub (==0.23.5)
Requires-Dist: dash
Requires-Dist: plotly
Requires-Dist: matplotlib
Requires-Dist: loguru
Requires-Dist: ipywidgets
Requires-Dist: ipykernel (<6.22.0)
Requires-Dist: optuna (==3.6.1)
Requires-Dist: optuna-integration (==3.6.0)
Description-Content-Type: text/markdown
[Description omitted; length: 23274 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.44.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
stream_topic/__init__.py sha256=LcCG0eP5kzEcxa0Nepc2pTSOF-GNL3GzmHzXS71A42g 145
stream_topic/__version__.py sha256=58nYc0GelGw3-Dp6boWSWgEeE9BD6AHZdaJptM0ho0o 127
stream_topic/NAM/NAM.py sha256=qaBlbAMpsXUrQ2aAx31HpoQb4kCCkfM3HEolBHMUchA 24622
stream_topic/NAM/__init__.py sha256=YIC9H3hTAGDqF2YYPvXU5iqd7yPYLjCu23CG0p_5dnQ 64
stream_topic/commons/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
stream_topic/commons/check_steps.py sha256=z4tATs9RpbUbsef1hqaBYk1IOwYzr_HLhlvLL4LrAwQ 1633
stream_topic/commons/load_steps.py sha256=tSeZMSGluCa_71Hw_mDSVGR8jmpwYYxXgCG6ROSxgrs 890
stream_topic/metrics/TopwordEmbeddings.py sha256=hwcB6LHVhA_btj89w5LbDV3zd3EdZgCQWWfxGoxvTlI 4975
stream_topic/metrics/__init__.py sha256=YpjJgY8mfofbfdvj6elvxr6fwcX2N3RVExLC9s2HE0g 314
stream_topic/metrics/_helper_funcs.py sha256=9CV1ME99iFjZMCGBpY80giCo2qjvGp98S_Y33BXnhxU 4223
stream_topic/metrics/base.py sha256=My6J6TueBoxdOiyKDQG9qxoYKnFwFgqZlkez8ThObHA 2253
stream_topic/metrics/coherence_metrics.py sha256=aGDkEoOsQmZhPIdCdUs8crHT3pEArWnPQ5_c9gcJC0Q 13822
stream_topic/metrics/constants.py sha256=qIc9jmC7bVajA4xYEaSyWIsaHN0fYwvWG4_1B5A0EAQ 170
stream_topic/metrics/diversity_metrics.py sha256=SJslEvcsIfQQnJ5_1Fs58j93mIVr8mdubxruGAU-4dE 14888
stream_topic/metrics/intruder_metrics.py sha256=zHv_Q71uz0R-wZoAdll4ikQ7bFdnqwFTKhgVsbd5xHY 24415
stream_topic/models/CEDC.py sha256=nS5eJnWNibhCqS-giubWpRM_qNztqJalzg4-WLbQdHg 14927
stream_topic/models/DCTE.py sha256=zAB3NeVEP_Ebp7akUvVxBFe0A9s-kHhkbzfEg8IMvco 9101
stream_topic/models/KmeansTM.py sha256=7ojPAzWNdQbJsTJiydBOR8S9GGa-w_ftRDkPaXVNU6g 12398
stream_topic/models/WordCluTM.py sha256=3ve73IvvMrENVa9wmhePNt2AeeJULN_WMNYJwmupGJg 16300
stream_topic/models/__init__.py sha256=PMJKMuuhRpT05eJoFGuVn32HbnMKMKJzOn1Tnh6xaiU 643
stream_topic/models/bertopicTM.py sha256=UTGs2KcRQJSD3sb8axG9URQ_Mlh52Q6r3uXzwuTTAi8 12913
stream_topic/models/cbc.py sha256=az-_71CP_Mdu8V7vnRoQaZWBzpSxr0xBcClDhJ_uFv4 10243
stream_topic/models/ctm.py sha256=lkQNYc8YOUTegHQNTNIVU1UIIXPJ8unUBH2NYFg-iF4 22192
stream_topic/models/ctmneg.py sha256=fOf1RBSLuxdBFTRf7Bo2ApYMYKgkmpAHaiV7DJNXQKQ 22169
stream_topic/models/etm.py sha256=6pJ1ln3EeGI7FnOMSUVkx9pPH5AN03nCW3nQG20dV4I 18204
stream_topic/models/lda.py sha256=bXLZ9VGVLHLcaduhYKa73Bk65yquInGFbmMhJYvDNpk 11647
stream_topic/models/neurallda.py sha256=9Q6joNs5KvQ3cipImegL0_lgGBn0R8-gFS4KyP6XBQM 18850
stream_topic/models/nmf.py sha256=CQxre2XcWpQ-Lf4lN_lJsrpto7zidaPjgyXT91yrD-A 11237
stream_topic/models/nstm.py sha256=XQSp1OCA3voZkdwKT3Iif3EyYz8RcUwRlWS7plRxqgk 18858
stream_topic/models/prodlda.py sha256=oMnrGpwqSs0yzTz1pwRQrnciqqEWukownR0Y_3-O4kc 18850
stream_topic/models/som.py sha256=4-uTwj5_WPV1obLpjnVu-BjU8_S9dU6UQcHQ9KlJtzs 13428
stream_topic/models/tntm.py sha256=RJFjLOKQnCs3hNA9E_cECvMZ_SgLqtwj-Pgco__3cdU 22272
stream_topic/models/abstract_helper_models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
stream_topic/models/abstract_helper_models/base.py sha256=XA8umqCFBXyymrKPB8ZrnXLGVam7zrdOsYxDzJzcJFs 18876
stream_topic/models/abstract_helper_models/inference_networks.py sha256=1YqSqhL5nXOd0oLgADBYK6JBXUdNe8aWLtgCjrrr8iI 3252
stream_topic/models/abstract_helper_models/mixins.py sha256=rjEyXgeDTC4aIvD0fY9apRqDwTD9XNhvUIV01TpYVEQ 2405
stream_topic/models/abstract_helper_models/neural_basemodel.py sha256=nU2suNTV4wkuA4am9cvIa_b0-RIvAEHQJI_pzcyd74k 2274
stream_topic/models/neural_base_models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
stream_topic/models/neural_base_models/ctm_base.py sha256=FIWLg_TRaOGtqBpkJAfIfEqudRs_iP9SO9R4aVGX64s 8723
stream_topic/models/neural_base_models/ctmneg_base.py sha256=fb5Gj2Ndb2A-BQEOuSGliz-vd8DyvqBZQf55MdwaLOA 10725
stream_topic/models/neural_base_models/etm_base.py sha256=4URlafPzaTKdozUIBSOoNo9-RYNICJlWIqzVeNCwanI 6076
stream_topic/models/neural_base_models/neurallda_base.py sha256=Mc97j1fvLUUf5mjindJeOIzkD3APDVxC1oWhfM5nSKo 6132
stream_topic/models/neural_base_models/nstm_base.py sha256=W3M6fpsaU0Q5Nn1wiHQrsXV8diW-_0s3dO5tWN1CQAE 8002
stream_topic/models/neural_base_models/prodlda_base.py sha256=wM0STbUzaaMNVHIq34uWBt_K5x-8yExYENDdhp-ZpaQ 6130
stream_topic/models/neural_base_models/tntm_base.py sha256=Pyk_2oMSvWAR2wR_gBJ3crO9u7cW-nXHaKFfYD727M4 8223
stream_topic/preprocessor/__init__.py sha256=KK6NPgpK9rh2nPXP864CE4WcZ3IsL92O-0Ee-lmW_Ro 442
stream_topic/preprocessor/_cleaning.py sha256=EC7gf7JwbnbXsmADJYgHx8wMPGIMJBqLDczMWfN5_ag 3224
stream_topic/preprocessor/_embedder.py sha256=AU1ugtwDF9dAkskiuyvRKK-_FbsMaji2c1i6mqrnlL4 7460
stream_topic/preprocessor/_preprocessor.py sha256=h6oCNAv-s-vWOHp4bQ5zbJvhVNMwAazqUVrxMw1OALo 10254
stream_topic/preprocessor/_tf_idf.py sha256=Zez2Kv-bzi6EQjkGKnnVEqZlpGXl4RLsUMoD1l6x2uQ 3003
stream_topic/preprocessor/topic_extraction.py sha256=gsPt4wlI8NxZZvQxRBb5uLQT0BM_5WKuM2nTR_0b7aM 5739
stream_topic/preprocessor/config/default_preprocessing_steps.json sha256=lrlFpjSZ_ooFdKUx4XkxkWrS5uMgbr1w3oU9qy8PnGU 8523
stream_topic/utils/__init__.py sha256=yTjllUmfad26-M0ShVwro9cCEGAf2CB4obd_RBQQby8 319
stream_topic/utils/benchmarking.py sha256=nTrzbNaTeu5gX_TWf_ecYYCbIHl3Ua3dX7Tw45bGIx4 3833
stream_topic/utils/cbc_utils.py sha256=RFrHdqQY87_736t4YLpSU_xWdKpAZ8MsurljNsl707c 5504
stream_topic/utils/data_downloader.py sha256=qYe9Z6m8iMXV_R4DR6EDLg1-xpA6M82wOFnREvMKD6Q 15895
stream_topic/utils/datamodule.py sha256=rvhGkRMVIwRrBtER-MGc2IA5abO8BY4Wq1FtdaPXliQ 4404
stream_topic/utils/dataset.py sha256=5qFZdXfFL6WTqH_PJHVZC3aG8Oguy09vW3T9SaaV1E8 19959
stream_topic/utils/sinkhorn_loss.py sha256=pFg1cGbvLjierBKMrke_itDrEF01UrWN39dUeIVUOPQ 763
stream_topic/visuals/__init__.py sha256=OxDlod2cF0gaGZ8zaJf0Jl86LhKqcXDv5B_XWFB8ZBc 289
stream_topic/visuals/_interactive.py sha256=YIywg7TKZ6-Fg5SbuOuwduHWCzYlzOQJEn6fyiY8kn0 26915
stream_topic/visuals/_octis_visuals.py sha256=imNZTlGJmuRWr3HHxB2dH34F-sNX0HoRGI44WtYXI68 4818
stream_topic/visuals/plot_NAM.py sha256=DC_UaVU3YtU4qufuDF8tVldLXXxIaQznbcqko7DO25U 3251
stream_topic/visuals/visuals.py sha256=M0dWOh5tX80MV6wzmP39eHavYQ7ZleQYG80x5OnMeCw 9029
stream_topic-0.1.9.dist-info/LICENSE sha256=mBAkmhNGssyyseIx6dETlBibAK-tSjpkZHCDWwWc7bU 1100
stream_topic-0.1.9.dist-info/METADATA sha256=EjTO6qzNHHiLUFB0uV85D3Xh0ROZ7nEOP1PboZ_SnSI 24713
stream_topic-0.1.9.dist-info/WHEEL sha256=eOLhNAGa2EW3wWl_TU484h7q1UNgy0JXjjoqKoxAAQc 92
stream_topic-0.1.9.dist-info/top_level.txt sha256=a0nEcW0RdDB5Ok_9nqRZNZko1Yn_mKT1ydG9MiiZ8YE 13
stream_topic-0.1.9.dist-info/RECORD

top_level.txt

stream_topic