python-allib

View on PyPIReverse Dependencies (0)

0.5.2 python_allib-0.5.2-py3-none-any.whl

Wheel Details

Project: python-allib
Version: 0.5.2
Filename: python_allib-0.5.2-py3-none-any.whl
Download: [link]
Size: 1355801
MD5: fb3f9ae85c27c90de0cb9d403f76efe7
SHA256: 0aba98855c848136eaf79df58f230849ed578dd3ffd7544f4b2fa6ae665b98ce
Uploaded: 2024-03-27 14:05:13 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: python-allib
Version: 0.5.2
Summary: A typed Active Learning Library
Author: Michiel Bron
Author-Email: m.p.bron[at]uu.nl
License: GNU LGPL v3
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8
Requires-Dist: numba
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: h5py
Requires-Dist: tables
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: openpyxl
Requires-Dist: xlrd
Requires-Dist: instancelib
Requires-Dist: imblearn
Requires-Dist: lightgbm
Requires-Dist: gensim
Requires-Dist: more-itertools
Requires-Dist: matplotlib
Requires-Dist: typing-extensions (>=4.4.0)
Requires-Dist: pylatex
Requires-Dist: scienceplots
Requires-Dist: seaborn
Requires-Dist: lenses
Requires-Dist: pyyaml
Requires-Dist: gensim; extra == "doc2vec"
Provides-Extra: doc2vec
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 9585 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
allib/__init__.py sha256=44sWWb6W4QnZeufpLe3jF18UqgZ-nYBA5q8_-x-xA_0 96
allib/__main__.py sha256=iK-Sn3Nh4Wel_Er8muGFE9Nc4vOKipRj61LfhHoL58Y 2626
allib/app.py sha256=BU7rWaICTX3t9yF_jbYXmtywTH9Cw78Ak2KnKQKqkww 3725
allib/py.typed sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/activelearning/__init__.py sha256=XkjbgCa3iB1iCUA5Xzd_GK6yrf3McWBpBnp_t7u-Vk4 234
allib/activelearning/ats.py sha256=ki9bPnLzYMDUfbJCs9CWNQGvoDdsXCSI9iVhL8uGskQ 9998
allib/activelearning/autostop.py sha256=8RXXX3dej5IDLC_aw4LeL6LlzrjfNn-aNh-tfCamVMQ 7317
allib/activelearning/autostoplarge.py sha256=hsOv5I-Uf7PHqHkzpoXKPznB24dKWMVWh_snTmQ92hM 4186
allib/activelearning/autotar.py sha256=l_a90mlZ2cBup1E34dYHsFox9weo_3eA2paiN8qbljE 11688
allib/activelearning/autotarensemble.py sha256=LJsk8DMDyFrylg5CyBnu5eFPYquv3sDFO07AQ9Tlv6k 3390
allib/activelearning/base.py sha256=3XhSngXS_hyR_lp1A9BNRAGqp1rZsOxKpYvGXHL0odg 8917
allib/activelearning/catalog.py sha256=zyAJ8Ta4I3Hx8lHOo1yVJ4aC_dvo8QYCPXayPxb3ODo 1531
allib/activelearning/cmh.py sha256=JQlj9hSMh9ZCx7HNQTyxfkI12O5pASe0n7nKeQFZlFA 2078
allib/activelearning/ensembles.py sha256=BP8S39GZA3ZSzpyquOoYXNeh4gr2dm6pGxaP9pkNP0Q 9151
allib/activelearning/estimator.py sha256=1W23_zRmRSwYTwLkla0MShYKU3YuhmmKMzvGLT0YDVU 4018
allib/activelearning/factory.py sha256=Rkg-UUp1HC1Cd-yEkG4CiJTYy6zLK1W2hzB9ND4FAVo 16439
allib/activelearning/fixed.py sha256=_HMVc-16FtMvWixYHnxdlGVZhFd7GiLfHxOsj3Wvpco 1111
allib/activelearning/helperfunctions.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/activelearning/insclass.py sha256=uIyOwWo0qhjHEp-an-RCJxhT5F7gyoWaaHYe75uCOTI 15492
allib/activelearning/labelmethods.py sha256=W_h2JQXPPQF7PS2eP9WYhZYiHbJWhLwqfc_G-VWEOUk 4697
allib/activelearning/learnersequence.py sha256=V_2D8A7NbkPWpxiLo1Mb9HNn066bHaEIusKQtd5hI2w 4607
allib/activelearning/ml_based.py sha256=i7CQMYmsx9Che4U2oqCpV92tLnqh8JMEViK-jOuwFwc 16302
allib/activelearning/mostcertain.py sha256=w333MhPVJO0h1qqjvngUDCe0-lBZEe5XMNBMnrYLvOo 2228
allib/activelearning/oracles.py sha256=7VBYz6Xgx5Ez3klxPE88b9m9ICyogxjkOekKTO4Jms4 2191
allib/activelearning/poolbased.py sha256=hZqsQMkUm87x8xMsNJ0_rH17U5tdfVL3TKE7bZkrgH4 5556
allib/activelearning/prob_ensembles.py sha256=3TiRfmzKrbTN8sc-N_T4hbxJA1gcdtIBqewAYmLV6Yo 10769
allib/activelearning/qbc.py sha256=YKkMo7Fpxar0t4VcYwZ1qk0TpAfJfWdPhXj8_U6KMVY 3222
allib/activelearning/random.py sha256=wUkRhvLezeDUSMgOOOcHRutHav5zYxa6Tn-gMM5Li94 416
allib/activelearning/selectioncriterion.py sha256=1eDLZwPkbAVC6QxNi9ucldWbt9z5vr6ui7mI_-fGC54 815
allib/activelearning/sequence.py sha256=CgK4S2oK6dQKGcWbamukeiX-9KqVjhg7tqjWIRw5zlU 2840
allib/activelearning/synthetictrain.py sha256=fBrc8gCEIIXOFG-PWaVnhiCTO76wcPSQUHJwNossKUs 1652
allib/activelearning/target.py sha256=CCZ2hUawsXNS2BcodrmheRCnO7DdkriUhLi1wLqLKtM 1418
allib/activelearning/tsvm.py sha256=wfRz43TWphiCjQkY6VlhY30O45DJm8_2DdI0NMgXSbw 4824
allib/activelearning/uncertainty.py sha256=7xCZgn_eOmuPPRRMlSo8ZfqO4EPt-FE6W6pLSKtFljs 2893
allib/analysis/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/analysis/analysis.py sha256=PLtA2BHTrPctxqcT3EQLh8k9YbrUIUfOmcvvdGmrJ-A 3258
allib/analysis/base.py sha256=28nyITI_M9FvQ7J-wF8C2r7I_ihmAYYVxm52c11EQww 8874
allib/analysis/classificationplotter.py sha256=BEKhmwcon_3_PPnFZYrAnLuKOCQa43CUamYk3nLgzds 7853
allib/analysis/experiments.py sha256=y3m1pAJMDTSjMtlOvEkqS0RG7k7DQmIDRxnpA4O0bKI 10599
allib/analysis/initialization.py sha256=uw6zihUI2D4Lf0_L7CXns8xkn8Cvd3JjlGMdNz_FYeE 11660
allib/analysis/plotter.py sha256=UdJ0U6ylWFe3NTMNhp2eb2glBjowf_fIRI-ZAhbUzlo 5564
allib/analysis/simulation.py sha256=duMvJF5RgI8TYNDDmfXdbKAnqq4d3SLrB25jMeEejUo 8462
allib/analysis/statistics.py sha256=cL4lTcA3ZH_VRgEKZmNCv-kzFewBoc6RlbJwq5_3kn4 4736
allib/analysis/summarize.py sha256=806DNM2UmYY_G3sYCACtEMYuzfO7aXbAWlB1bAYBO5A 6099
allib/analysis/tablecollector.py sha256=0UuF03PpkznyXd3sRmauCgcA6jFXNo7N3sdIwJGlN_Y 6516
allib/analysis/tarplotter.py sha256=-uJPLFr-v-xH0-Ul9utFUyEjJ1EsQh5b0_XxWq3c4q0 17904
allib/balancing/__init__.py sha256=QjoCHh75-PFTTX5Tu-bVKsFQu04Myd2omHAK_HQWfpc 253
allib/balancing/base.py sha256=MBmvn7p3xMvWi1n5J_ckemT4qBTmtMsRi72QkNOqoeo 1484
allib/balancing/catalog.py sha256=Gu8aJTx6R68Q87svv7TADt0PNQP3-sadyMzqRJbenMk 223
allib/balancing/double.py sha256=Vmu3FdzoVoUfoG9it7Eewbkv504Tkz6VkTVpC7w6gqc 5560
allib/balancing/factory.py sha256=pzS_aZozpCTiv9FnN7xKXLwIJREslPQsrhNeZ0Cyj8Q 1106
allib/balancing/randomoversampling.py sha256=BGq7IyFZebSbP6PABrbAI0YcijXkG9u-htckUQVYZsM 707
allib/balancing/triple.py sha256=0wnEolwgZN8mlhdriCUQtXWAsuO9D_4bolZZhkHY3dE 8651
allib/balancing/undersample.py sha256=bcxVDv73KM3zVoEYYXU-wmpFPuFwLoH0I8yGKArAR-A 2752
allib/benchmarking/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/benchmarking/datasets.py sha256=_yj3C-hCgSUSO5TCRI7LpaVCU5MUaBdTvmr6EPc4qJk 2599
allib/benchmarking/jobs.py sha256=9nQmNh8tQRcQ7W3EaRk3ppX3bTEeDeiZedVdIhcIe-s 4998
allib/benchmarking/reviews.py sha256=fTsuttQQXKW2JP7n1aSxEWVOsHtnqS2eVT9W0hZrqbM 6784
allib/configurations/__init__.py sha256=6LIv-wMihYRhO5xKVSpml8D20MxlDpuPzDS-WTVnvpw 100
allib/configurations/base.py sha256=qtz_dEwEWoVCqPbTJhKRrstR1RApL4s4UJ1tY_ID0bs 18214
allib/configurations/catalog.py sha256=Vh4JHvjVdfCHClQe0Nw4S1yW0ztIsItzKOWBkXF_85A 2536
allib/configurations/ensemble.py sha256=hE_RoI2PU54NZAGn1ufP0Gnfnzi2LjrttiwOjPOKDmc 20103
allib/configurations/tarbaselines.py sha256=1W9iXpIZ-T1vHNZ39kOxDovsXDwwehwRa2ZeXoLfOfU 1197
allib/environment/__init__.py sha256=ztWGxmsmStU8oaOXrT4MorzYKSoFtYcs4JzCZbAP5eE 158
allib/environment/abstracts.py sha256=YyLTr8LvN-Ho1RiJL79RgzbKj0jNF3AeyISAgqjtPkw 4464
allib/environment/base.py sha256=BBu8qmJPihsPJho2RV-HL1QISy2_ql7GcbAxBo0DIyE 3184
allib/environment/catalog.py sha256=YeSyO-595VS5KWnsxyjodQF7kWI1CTL6hg7mim_g8p0 124
allib/environment/factory.py sha256=AYTGJZxYYUEWIJwA1kODXv_Uz9GAbdXYReVPbdFsbEw 618
allib/environment/hdf5.py sha256=lBmly12F3nIrDMPpMER4LPwQvitsDIT8jLg_rnTG-2c 5839
allib/environment/memory.py sha256=d4DOdqK0ccLrTjMSzOfIdJC-_TeUWGiBEsYNqBodQ_4 12736
allib/estimation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/estimation/autostop.py sha256=b9hxwOjiUtVJtqJx68hy1vNDSX2CjdH0MkoxJtjLLTM 4241
allib/estimation/base.py sha256=dOdRUnzY6XkoGFSMbIDyYgtmcURqePfoyZgHYmVNrnE 1292
allib/estimation/catalog.py sha256=lbqBqEEWOupi6h6rabt8jD2Z68kKxKCaM20pOGZ3Svc 204
allib/estimation/loglinear.py sha256=Oc-dJPAprJwotYwAoXTTVD2fOh1UwDmqgpqznr0muGQ 8776
allib/estimation/mhmodel.R sha256=ydVv9oTwu2VedTCth2MoQV4HuZn7giy9h7ZWfhhkptQ 1763
allib/estimation/mhmodel.py sha256=pPfkcoDarTbvM4GE4vsBSXOweYo5hleC8hBQfHBeOGY 18848
allib/estimation/quant.py sha256=7PruO_rylao0z5i_DD-Vwq_lWiHrZJny2QnrxeK60mo 3747
allib/estimation/rasch.py sha256=KCdaVp6fMvvDZ0pT8oYH3lxkw3CP8UYaj985QmWIqc8 18610
allib/estimation/rasch_comb_parametric.py sha256=LYZRYDv5tu4Z0jY6DOJfGiFBsWkXXTLLglIdiZJ5vF8 17839
allib/estimation/rasch_multiple.py sha256=-4Z2bGh5U5TM2-iHBBeZTso-egJmjmjbvOtS8uJP7To 42067
allib/estimation/rasch_parametric.py sha256=reB9r36UuIJK4cHh56xuUHHJ04d_K9ncli5gRSylcLI 5469
allib/estimation/rasch_python.py sha256=7BLGKI9Cp4KNuwPglH0DKLrCnz2SZFjZi2yorbYqqqk 12015
allib/estimation/rcapture.py sha256=3PntJh79OfvT4oVj3w0ryqGyh43XsnqWVoVX2TJk0UI 12830
allib/estimation/semi.py sha256=K5kDgBPIih2PU_6KbElmDohCCCwuuW2xK6qxnNUFLGI 4772
allib/exceptions/__init__.py sha256=NibPYMPkWIXbFrqKjmKE6pIpBhSmA5zXKkHNYpOH804 107
allib/exceptions/base.py sha256=yk24wrfLeytWgkx9L9hnPH1DAnYtFrC6XfvzAo-4hec 823
allib/factory/__init__.py sha256=PjPKsi8lR-VHNtHgFF5MhUkNXM024fMdvNA40jk6KPI 66
allib/factory/factory.py sha256=erLccN9aUyIaj1r7PkKEKmHc-iFmYGyHJo5bPpcnFJU 1795
allib/feature_extraction/__init__.py sha256=83L5WuPxMgHP8p8T20eTAgyDAoOC7euEWaiKoRE7sKI 193
allib/feature_extraction/abstracts.py sha256=4AnKCnXpU89TWZdHv5fDWNsV1gDQhvIwVVJr9oYP7AU 2192
allib/feature_extraction/base.py sha256=CAJ92J25fsxz9WqGnC7sd3VFGRT7qpgdy8FExqM59MY 11513
allib/feature_extraction/catalog.py sha256=EXSzK_iLWneMjhoDFggQhp0P_xIOEbODr-iBJxGC4ZY 445
allib/feature_extraction/contextinstance.py sha256=kx3T-eUnqxW-R0Z2B1MOgcIQIFozaatoiIFudKXwQyQ 1718
allib/feature_extraction/doc2vec.py sha256=30NzfLcxRCA0nU0mfxF3CRKemybenC8wslKuBrUFxyc 2740
allib/feature_extraction/factory.py sha256=VNpbZYIas09jjaOZ--bkYa87zGhjTe0CaqjMVDNxrBU 3555
allib/feature_extraction/textinstance.py sha256=bVB3M_6bQlb330GptEnerJIXlV-7HmgWizNv6yqYPcY 1190
allib/feature_extraction/textsklearn.py sha256=sqsu4qQCBuFCJMXFo73C_0vzgbL7TGXyblIlggjcBLw 1530
allib/history/__init__.py sha256=ElKQkGMPe52AD1KlumBLGC5a3-9056ivTa1znbuplpg 61
allib/history/base.py sha256=UHdsIv2Ja4RNUFQDN9Rwqovbi_bu6i7DqiCKtzcwNkU 1369
allib/history/memory.py sha256=3Mls__QvFLwmjsPyROZfmBqNwYxOrbOgBHGbtCj73Bo 6083
allib/instances/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/instances/abstracts.py sha256=99bmPt6eO_eKbqFZNjYWV7HVqFZg2k8w6XLjWnH8Bk4 2373
allib/machinelearning/__init__.py sha256=2nnoCpYd-aUtpwxFsEy2dxyt2BlL42FCoTwOooiKNrU 214
allib/machinelearning/balanced_il.py sha256=e14myB6SZCDa28Tl8k6VrFcZ2nkUN6bgXRZqHRGtwr4 3659
allib/machinelearning/base.py sha256=fWt9c4_hpXIZr0IIBiCRx_MLDOqI2m3qJ-C5Cx3zXPI 2168
allib/machinelearning/catalog.py sha256=4CRmn7zHAfwGh_Vu3fgSc-IxZNuKeqKJJjIpcNpLR7k 562
allib/machinelearning/factory.py sha256=XKy7rK2P7KhvK4vUnTKPkKRQc2i8zyHD77Wfj0XmKKA 4830
allib/machinelearning/sklearn.py sha256=a_cGCpK44ntLupsyi3M-dwiUxncMQ9TqFoJXzHAxO1s 6199
allib/machinelearning/sparse.py sha256=6-0bJa7r4yJHB6XyeUklYrFw8FTC9XovOq9doZjc3N0 20600
allib/machinelearning/taroptimized.py sha256=AOuvccQb_Yql4eiExK_NGlzmhKZQ9rhUxoqJAMrTRj0 13251
allib/machinelearning/transductive/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/machinelearning/transductive/il_tsvm.py sha256=oAVsgSeOoPMEGdrFnyTxkebk0YOLtYKXRJ7nGg_-4zs 1028
allib/machinelearning/transductive/qns3vm.py sha256=YmoDifQH78cUYAW-q9LOBx_VuGYvPAbVdqZnIsjA8gM 37551
allib/machinelearning/transductive/tsvm_sklearn.py sha256=5UHJsyPxHCOCsCOPwmIts7LR4XXvrx_i-RXkIbInLu0 4839
allib/module/__init__.py sha256=p3oH1czWV3UaIjO_8Dz_JhSDioM6aoW3Ap6osW8f36U 101
allib/module/catalog.py sha256=1RCJuB5BaGgSUjPrCq17RBD3acxW6TBFgam2mWiJ9oM 658
allib/module/component.py sha256=G4aWxbG0bH37o_0GRhCZpNpVJbBoHtYtxU-6WI3IRi4 317
allib/module/factory.py sha256=Ue78wITYvWz6Wu_kAzPuXy9SVfPWxSwUic60CpbVFyE 495
allib/stopcriterion/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/stopcriterion/apriori.py sha256=FyXinCwcvk13oZK3cITHwXTC2kx5Yiixhh3PZRJYZMY 748
allib/stopcriterion/base.py sha256=N-RV98rLCZL9jOWvN0SACNAk77kMnR05DCVeio4rRq8 854
allib/stopcriterion/catalog.py sha256=TzjuQiKTvekTINEI5sUnLRCWEY6zAeXfrN3KibrBfNg 246
allib/stopcriterion/cmh.py sha256=FUjZv9hYiIxMxwLZPQLpR6DBdX5IMGflLm2irGS_vzo 2771
allib/stopcriterion/estimation.py sha256=tQk0AY79aQ3JTtBJG7Pr2MbHMtwBLgnmMuO7rcFQWq0 11217
allib/stopcriterion/heuristic.py sha256=b0xMDqDOt0g2oFlVxdbzv6E-vQ_H-JJAWT75x23NU7g 4214
allib/stopcriterion/knee_kneedle.py sha256=EqGKkU2vlphGQ5Yw6xSwBKWpUcL134t-vyGD44qc0Jg 10673
allib/stopcriterion/others.py sha256=KnRNzTuOiaOX1EgjeoQqy2mRkgDffFSEP5-gxuiYW_o 8876
allib/stopcriterion/sequence.py sha256=cWZSkIAleuBQrIWFbw18JvmcruiM75ROeg6ZOwlcdqU 1477
allib/stopcriterion/target.py sha256=zOeiELZ9yD90sTn6NKYlJB9621zRtDgjqPaBjVONWhQ 1319
allib/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
allib/tests/base_test.py sha256=q6ZdjI5NDSveLS3zCufHd9FmC6MeqzcRanRDg50oZOE 2912
allib/tests/seed_test.py sha256=4okT4olzJr8kU7Pp4nAUBibktOXA1v2QR2zSjtbAWt0 1170
allib/tests/testdataset.csv sha256=q_vblzqhJfJs6HKlGTyTHQaQ9_4uH7dVUd6cCs7NIA8 3638285
allib/typehints/__init__.py sha256=MqCfVzkb77IU01hmcHzeFvpdnAWDA_-I7bp1S5arFSo 137
allib/typehints/typevars.py sha256=hLqBPtWY3rUJZ02Neq940oenvW2Ewg2Tei_mxIr-FUc 1405
allib/utils/__init__.py sha256=uuIotyl72xWy_3J92Vpjh2J2MrjAB7a9qA_Vx2uvOZ4 191
allib/utils/chunks.py sha256=KMnYnJ19lhxk1zLRyMdHl_tEbAFAHdfj1ko4F7_EQA4 1454
allib/utils/func.py sha256=FD2SARPtYZLOfS1nRsowtxNcmZh4qeK9YBC5oChV7n0 12439
allib/utils/io.py sha256=O4CVllvRBRIq7wFtWj5_bgbolZ_R6HlWzyIEh_8q7Ek 234
allib/utils/numpy.py sha256=onGopSrlaJkJHpXab_Ym6Z0zyfzBXGGkEK2sRT-xJ90 3258
allib/utils/producer_consumer.py sha256=rTRG1fxH4NlCdqKyOIfwHxWZLC9IBmQyaYio7vLTuTU 2589
allib/utils/random.py sha256=7J_RdN9w2l6rwk2WUNvG0-x68fuOySC_88DugAwUKqM 288
allib/utils/saveablemodel.py sha256=5qdaWHs04k0j48x9gCECJX3bd_0D56R86-9J1J-AA0Q 2688
allib/utils/to_key.py sha256=y3vdLFqEzgf78nhN2gFDGoHls3coeSAB6Z-XXPpXeGs 714
python_allib-0.5.2.dist-info/LICENSE sha256=2n6rt7r999OuXp8iOqW9we7ORaxWncIbOwN1ILRGR2g 7651
python_allib-0.5.2.dist-info/METADATA sha256=K9gGBKMYqo9H-3z6as-alTV1307i8Y4macltyK2tKz4 10629
python_allib-0.5.2.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
python_allib-0.5.2.dist-info/top_level.txt sha256=f5IJPHPUzMrkBfu8sHGxpqMwRL5tPdL_Asz8foVZXH4 6
python_allib-0.5.2.dist-info/RECORD

top_level.txt

allib