Wheelodex » Projects » few-shot-clustering » few_shot_clustering-0.0.3-py3-none-any.whl

few-shot-clustering

View on PyPI — Reverse Dependencies (0)

0.0.3 few_shot_clustering-0.0.3-py3-none-any.whl

Wheel Details

Project: few-shot-clustering
Version: 0.0.3
Filename: few_shot_clustering-0.0.3-py3-none-any.whl
Download: [link]
Size: 143352
MD5: 69dd6c15d855c336c806e5b1b2b2df46
SHA256: 5f8b7aa57e0c26f5558a25b9d74cf4a5bd567164d511cea0b016332d013d1d71
Uploaded: 2023-10-26 14:44:00 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.1
Name: few_shot_clustering
Version: 0.0.3
Summary: A library for efficient semi-supervised clustering with large language models.
Author-Email: Vijay Viswanathan <vijayv[at]andrew.cmu.edu>
Classifier: Programming Language :: Python :: 3.7
Requires-Python: >=3.7
Requires-Dist: datasets
Requires-Dist: gensim
Requires-Dist: instructorembedding
Requires-Dist: jsonlines
Requires-Dist: metric-learn
Requires-Dist: nlpaug
Requires-Dist: numpy
Requires-Dist: openai
Requires-Dist: ortools
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: sentence-transformers
Requires-Dist: tensorboardx
Requires-Dist: tqdm
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5669 characters]

WHEEL

Wheel-Version: 1.0
Generator: hatchling 1.18.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
few_shot_clustering/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/active_clustering.py sha256=TgIh2F7LgMZunJDq9DD56iUwPZ8juLu7UVQhw5ek-ms 50097
few_shot_clustering/dataloaders.py sha256=GHRFBPL3n9l1dOn7Q4q7eJJ76rBEKkyIm1lS3nzECGA 14441
few_shot_clustering/eval_utils.py sha256=IBW2u_ay7CEjf6dje9R66jKVkHLDxyqv4IuEiv8L-Q4 762
few_shot_clustering/experiment_utils.py sha256=AsV3a-u5TEbY14ACtu6IwjLLMleyqHitJYtLqPtp-GE 1017
few_shot_clustering/utils.py sha256=IBW2u_ay7CEjf6dje9R66jKVkHLDxyqv4IuEiv8L-Q4 762
few_shot_clustering/wrappers.py sha256=G22OJxj40P8SF-a8-WNPEOUYbRozLZDzvtdI5Kc0RAw 7060
few_shot_clustering/active_semi_supervised_clustering/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/active_semi_supervised_clustering/setup.py sha256=GCeemeZFhQxMbPmyI06c8WyZbCUj36wGR8HEQJr8mrQ 814
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/__init__.py sha256=KZDH1EAqUhZWQ4FDhv5ckYiMVdevltMOppfFMgofgE8 195
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/exceptions.py sha256=UG_SVWmNa2SiyaSOzoT9VEZJn8ySsjVhivdYkawoIEc 169
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/farthest_first_traversal.py sha256=1yDVSaU5HocnDLEJOZKY56ocDyDZG4U8NJXaeqRxUcQ 1430
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/__init__.py sha256=0zGYL_50NR4V-S7t2WzC6LZSPK6gfRejZtxcorIh2no 484
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/distance_based_selector.py sha256=GZ_2M9IB3RDH9PtaNfz6eGAfzGONSiGbcIh0oRJOlO0 2546
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/example_oracle.py sha256=30Ojv94uz78FaZ7-Ev4rFTNX6PnL_177AQK2w1Qu658 579
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/explore_consolidate.py sha256=bKdaUtIGBh2a5637K1RMKH7oIwfYwbItPw8k8s4ipp8 3331
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/gpt3_comparative_oracle.py sha256=aGtWchI4Sd0eAkSO5lw_52UAgWeCD-7k3iFcBNYn93w 13008
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/gpt3_pc_oracle.py sha256=MeQGWAQUX9ndmGr4PxgzhXvlbNWre8sATTCrCSY07cA 7931
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/helpers.py sha256=sWQnH1uyWGj9PKtp8KTlo6EoqQ1ilLSBwfB3d92ZgMo 539
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/label_based_selector.py sha256=wlDDywPeqAwJGQ4MWbG4zDIaVEW8Q7G6c_JY1-GHqJk 3055
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/min_max.py sha256=0rm6PWXs5xxWjCRuOI7gQuiq_iz6259oye31XP93gDE 4592
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/min_max_finetune.py sha256=g2lEgTJRKVLSvhEwx-25gU4RcQtEmhnnzMf66a3zQ4o 2956
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/npu.py sha256=3yw7uwXgp-1poK1w8_n_3xJEMvvaZZUVPlVPFxVzh_I 4549
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/active/pairwise_constraints/random.py sha256=f29S_8GmgzntxlXJ_wjKwxFyqWv5GpG1B-zQb39-7dg 571
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/labeled_data/__init__.py sha256=PLDPefpy0hujux50Vagn4wFsbu9Bf9DFvUAMQHXTElE 114
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/labeled_data/constrainedkmeans.py sha256=ebQ7k3hCV3L-iN_60AODLW8nVML-xjzTxbScM8F2Q_Y 827
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/labeled_data/kmeans.py sha256=InNaT4vNIVUCadqNZw69mXalfIjvjPakQX8u_REort8 13053
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/labeled_data/seededkmeans.py sha256=CLHa5BNWbocvN8O42lqlWC3lfSBB8U1oBcCiuftBtgU 1230
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/__init__.py sha256=zg_WTQ2TaH3Q8J-kWzxfXAYORqjvBWl2hPI0qH4wqeM 349
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/cc_pckmeans.py sha256=hqUI58l7iUn8yW-CMKwnbl6mrayTdnuopbu1mGKcggs 7266
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/constraints.py sha256=s_qDPD4YhE431C7pKCrTD5sW_oRHaHuw4Jaz3b_f3K0 4685
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/copkmeans.py sha256=EFylGaZhDkj8sVIw6JxEsh1uJZtDvliyfdUUoC--SNY 3377
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/gptclustering.py sha256=A85MtjApPh9HK0toxYG997qLNYLGDOWDHl71EM51GWw 8818
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/gptclustering_prompts.py sha256=QDEv2EVLjlklUjKmcdjPhms9L6jgtzXbzOhZNtKnRFo 7300
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/kmeans_corrector.py sha256=tnA7dsN5cbczKCanKlARbAiYrSZlXIgm89ScA6x2EEM 9761
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/mkmeans.py sha256=yjcf4wov8lHG5hUXX2zVEVYifnrqQL5TJYPUCk2oZiU 1175
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/mpckmeans.py sha256=ukb8CKijUGLlqoT6PIGY39xB9C_QeuLhhMrFx5p9DwQ 6463
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/mpckmeansmf.py sha256=rW1WFBalmmGo2CLZMVCJxOA7UdZA8o-cGmJBJCVWlPo 7826
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/pckmeans.py sha256=qA6kEs3bOdPQMwMY1d5wpRCZ5l4Qd0_YQP7zk14vrig 8254
few_shot_clustering/active_semi_supervised_clustering/active_semi_clustering/semi_supervised/pairwise_constraints/rcakmeans.py sha256=vEPrYyCdcC_YFK3YMypqdBvzGpyelzR2IKFiXyyU-eI 1007
few_shot_clustering/cmvc/CMVC_main_NYT.py sha256=sM1vEkoXi2wZ8jMHjaeknbeNr-ONf6iufDDYiXUYXOw 17239
few_shot_clustering/cmvc/CMVC_main_opiec.py sha256=ej_x8MfovCj8ttE5qDeGh9TwAnY4Yymy92DZ0GSRHxk 14404
few_shot_clustering/cmvc/CMVC_main_reverb45k.py sha256=WARur9bTsJOsywS6WZH3h0sISVytJp8eQB3c5dJ0akg 17390
few_shot_clustering/cmvc/Context_view.py sha256=H004SsY1jCoJ2qf3zpIU04dsX4P_ma16Ds8edJzYDvQ 11179
few_shot_clustering/cmvc/Multi_view_CH_kmeans.py sha256=6X5ET3q15ReEC8QpUcYQgz4q4kP3GYs5qPQYhSSooA4 5183
few_shot_clustering/cmvc/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/cmvc/clustering.py sha256=Mji7iNLu5XRVyDWOoSeVN2JxX5kdKeZIJD0ppdDwWGg 2523
few_shot_clustering/cmvc/cmvc_utils.py sha256=TdgK5zsjIQAFXlwGGXobbbAwkZAEde9kvRrPSMxGlDA 643
few_shot_clustering/cmvc/dataloader_max_margin.py sha256=my0RiydtrnBT1I6EvqOwKXPqovChsH-j5JEteIGE82w 9275
few_shot_clustering/cmvc/embeddings_multi_view.py sha256=7GbPiniuM6hMCbv94Qq2uolH6NMtOsTWP2calinDHbs 28374
few_shot_clustering/cmvc/find_k_method_test_OKB.py sha256=g8XZcOoPFjSDp7g2q-3rC-8Cb3LgNdAfxYMWWSm6kvI 24788
few_shot_clustering/cmvc/find_k_method_test_real_dataset.py sha256=PD22sYtIb-T3Ze2E3gS1ATWX0ABkz7WFiGUWxrxVXr8 28379
few_shot_clustering/cmvc/find_k_methods.py sha256=kV43XF3cl0SYeLLyfwwag3k9fj24wNklq5vL6fukGko 31471
few_shot_clustering/cmvc/helper.py sha256=YdRPprh7sskk9UQrk4rh8lJx-NqwcC1MB88ekv9FfX4 2096
few_shot_clustering/cmvc/metrics.py sha256=uFZnYFZQcX9g6jdjWfdGQ6PVirm4aj6zaxBYF4BZyh0 5119
few_shot_clustering/cmvc/model_max_margin.py sha256=G-IhL9sUbyWmgq5XswVwGWU5wnqzMTUxXMsrqDOWE50 13994
few_shot_clustering/cmvc/preprocessing.py sha256=neiQy6VV2RpI99BRCkfhLapwysmbMZe7ZlPZIT7WaiM 29058
few_shot_clustering/cmvc/test_performance.py sha256=UbRId9U8KjJ55XGqjrkEBjTMD_qSY7jER062Dc4C1gM 5245
few_shot_clustering/cmvc/train_embedding_model.py sha256=5UihCuByxnf-ofuy6r_5YAiaEc_vM47QZ65xFAohAkI 16628
few_shot_clustering/short-text-clustering-enhancement/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
few_shot_clustering/short-text-clustering-enhancement/combine_predtruetext.py sha256=fwJaBERPZ0RLi5XjaNg7efO5Ko0z-TubC78UWSZVZBw 1302
few_shot_clustering/short-text-clustering-enhancement/compute_util.py sha256=d9MtCPWYud29lzI5Ms27rUpykpuPr4K67ucU2DC-bUg 1296
few_shot_clustering/short-text-clustering-enhancement/generate_TrainTestTxtsTfIdf.py sha256=ijNb5NUtzBuekofaFfBF_h4ts6ug3LCOrxZ_g12sE0s 2952
few_shot_clustering/short-text-clustering-enhancement/generate_TrainTestTxtsTfIdf_varoutlier.py sha256=ZMM5GxFV36KoPmJSWD8uHbE69qt4ncu84BNF_k6TRGY 2441
few_shot_clustering/short-text-clustering-enhancement/generate_TrainTestVectorsTfIdf.py sha256=QAJE6vk6rqQ_TA2KATcM6HmQqIl_wIzxnLo7bjHBcjs 837
few_shot_clustering/short-text-clustering-enhancement/generate_initial_labels.py sha256=0GpT_sXE9sNzvXH5Yu2sWtQYXvZpiEwlDVNq_MaAZT0 1951
few_shot_clustering/short-text-clustering-enhancement/groupTxt_ByClass.py sha256=VFbDBhUsPx2u5O9Z8LxQtj9j4ILHvmoRuKNZR7eVsY8 1033
few_shot_clustering/short-text-clustering-enhancement/improvedclassificationembedding.py sha256=AprNfT0ZkNy3fPiUttZtMI3EEU6cR4v8Ea3Xa7Xxx8w 7259
few_shot_clustering/short-text-clustering-enhancement/itr_clustering_multipass_external_arg_classification_stable.py sha256=nnOtJxgEOnjXEhUXgYEkgzCO2IMeZFwY3p10z4n_PN8 11980
few_shot_clustering/short-text-clustering-enhancement/main.py sha256=kRxJgrcl_T7vQ1u993PS77xQ6KlCmkOvHU5aMOR3-b4 12066
few_shot_clustering/short-text-clustering-enhancement/outlier_detection_sd.py sha256=9J-6EyfiUNOeGUfpDJcLCIPptOuzl69FDH0BUg1qBgw 2407
few_shot_clustering/short-text-clustering-enhancement/read_clust_label.py sha256=uyVVH4KDlwBA9GHf0rnnQOnukigwvZ6qgEGkirOI8Ko 469
few_shot_clustering/short-text-clustering-enhancement/sent_vecgenerator.py sha256=sa4_wgHFPuuhzKXxeOWKp7yCPOwT7qAkL_Ra2hGNhc4 902
few_shot_clustering/short-text-clustering-enhancement/txt_process_util.py sha256=QotNUEclFKSkqI-bipJr4FJnGKj1MER7RZjodpw1o94 478
few_shot_clustering/short-text-clustering-enhancement/word_vec_extractor.py sha256=kW-mXFskDDOOSM777Z27ITMcPORjzomyWFNE3803ZXU 2825
few_shot_clustering-0.0.3.dist-info/METADATA sha256=IPxWJ_5p7strqCvAcMxkMhuqad2AezgFRzZAKGkyB8E 6368
few_shot_clustering-0.0.3.dist-info/WHEEL sha256=9QBuHhg6FNW7lppboF2vKVbCGTVzsFykgRQjjlajrhA 87
few_shot_clustering-0.0.3.dist-info/licenses/LICENSE sha256=NJggBg0gQbBwKbc-Q8kZPL80jdBb7UMkKk47-Ct6HRM 1074
few_shot_clustering-0.0.3.dist-info/RECORD — —