datasafari

View on PyPIReverse Dependencies (0)

1.0.0 datasafari-1.0.0-py3-none-any.whl

Wheel Details

Project: datasafari
Version: 1.0.0
Filename: datasafari-1.0.0-py3-none-any.whl
Download: [link]
Size: 2841268
MD5: 5f81e104bab693e8b3578199fae63906
SHA256: 8145f8a29ad31f9494c2cdaf1f14863d64fed0ed2bfb4fe0c004e6d6e951a4a9
Uploaded: 2024-07-12 20:11:57 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: datasafari
Version: 1.0.0
Summary: DataSafari simplifies complex data science tasks into straightforward, powerful one-liners.
Author: George Dreemer
Author-Email: georgedreemer[at]proton.me
Home-Page: https://www.datasafari.dev
Project-Url: Documentation, https://www.datasafari.dev/docs
Project-Url: Repository, https://github.com/ETA444/datasafari
License: GPL-3.0-only
Keywords: data science,data analysis,machine learning,data preprocessing,statistical testing,data transformation,predictive modeling,data visualization,exploratory data analysis,hypothesis testing,feature engineering,model evaluation,model tuning,data cleaning,data insights,numerical analysis,categorical data,statistics,ML automation,data workflow,data discovery,sklearn integration,statistical inference,automated machine learning,data exploration
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.9,<4.0
Requires-Dist: category-encoders
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: python-Levenshtein
Requires-Dist: scikit-learn (<1.5)
Requires-Dist: scikit-optimize (>=0.10.1)
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: statsmodels
Description-Content-Type: text/markdown
[Description omitted; length: 10203 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.9.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
HISTORY.md sha256=yWb2RSsDpHx3Ve0UpskhGO2dao2HRmL5VOEwViZgTAY 232
LICENSE sha256=GFVhkKV-XEzupt_CyrMSNMJQ-Go0Ljnpje719nALhds 32476
README.md sha256=HXfwskvizFOE1Ixf3CDOWIdCvt_iUlFXyBGySszEOb4 10209
datasafari/__init__.py sha256=MPaXncvCp9FR64sULvRNcWmmlDYve9aW2gkUgbOlrFE 1254
datasafari/evaluator/__init__.py sha256=L3h9CvR4ldzfbKrU2JlUINMrmA4qaCUKvu_fB_eQUtQ 1005
datasafari/evaluator/evaluate_contingency_table.py sha256=D6KlKdbWd_vpnMgG-vpzsHGtaJWb0j1Od66u6-f_3CQ 7859
datasafari/evaluator/evaluate_dtype.py sha256=A7BvI_s424Fzv3Ed2GEC_XndK4FMAkNPQvJMoSUVdcQ 10983
datasafari/evaluator/evaluate_normality.py sha256=7hp4W1mQgFLI04e6lEqjqYjYMZN0qK2XkocWVJd8ETo 18917
datasafari/evaluator/evaluate_variance.py sha256=MX2eZv_vNE6luy4t1RjsWkpCR4n9IR-SE_wLiC9tNDs 15602
datasafari/explorer/__init__.py sha256=tgf3NcWLCRmeB5PLE6r-HpwQRrs7yKzIPauj9ODzVCA 906
datasafari/explorer/explore_cat.py sha256=K1cqvnVLKov7rcq475K2WJFjuuBhJ5DNERVe40rM61M 9540
datasafari/explorer/explore_df.py sha256=nWkl39oE201_wIuAw50Frol0PqZdNHrvFPecelOaeYM 7195
datasafari/explorer/explore_num.py sha256=7mGpFzAgAUypOxmmriStx1JRCOyTvTWnPANPQt1yjEk 26838
datasafari/predictor/__init__.py sha256=b5V1qeqkyrRE7UElApJN8UDeCTml3wIAwiE3s1Na3k0 880
datasafari/predictor/predict_hypothesis.py sha256=7OYJ6hm8t_Kx1mvGBLH07b2_fCSiKKYdeEcpynMdK2M 39609
datasafari/predictor/predict_ml.py sha256=iYdnz0EYcaHBT_3sR_4HAXRn8a0c7q8jcWrWVt6CON4 97129
datasafari/transformer/__init__.py sha256=CH-Pp1NPnfSrugtshCCjKPZP4By04GxT3asu-lm65VA 881
datasafari/transformer/transform_cat.py sha256=_-8KjuTqwm5epwsUppw0NiSTAbj6I28X2HNKowuHOXc 33358
datasafari/transformer/transform_num.py sha256=Dhy_Z4kMZdU6ZFSj4gD2SgYudCsJiXIWaKZ1LfLNZE8 47885
datasafari/utils/__init__.py sha256=6OKoCob2RXMM5HzZJLaulw5BlI3iyvws8JBGMZp9b0M 917
datasafari/utils/calculators.py sha256=smEeGjXZcTBGJMa2Uai3XFdcjNDb9V_Aw1F__dGdjo0 8916
datasafari/utils/filters.py sha256=LTHwDcCAWG5u_-yA3Dl9G0Y6pc4FpqXTcg9NnND1Ar4 2640
docs/_static/css/rtd_dark.css sha256=NsEViRbLWxs8i5zQtpfUQNNOoHMupTq2afpuZZmFDhk 2193
docs/_static/favicons/android-chrome-192x192.png sha256=WHZCHyhVX_L451K5_ep-WnVDUGXqkkyr6yjr4KKsPGU 25623
docs/_static/favicons/android-chrome-512x512.png sha256=6TPHCXEITpGODZo4QM6_bwp4Je-BhiaFoRr1iKvCitI 52790
docs/_static/favicons/apple-touch-icon.png sha256=JJFcFRR7_MhBSb9h1gR2Vr2i4Yq1soZhIZ2BdG4D_cs 23062
docs/_static/favicons/ds-branding-favicon-original.png sha256=6RFW3tx5qLLZmsV7nnT5mGvE2zQG-IUjkwqzul5DVeA 98678
docs/_static/favicons/favicon-16x16.png sha256=5blFgb-FN4gtJmXYj48SqG2zjkklu0EQBxlE2ZY3EeU 922
docs/_static/favicons/favicon-32x32.png sha256=z2WHM3TFm0-5sOzi0xH3gwi6CmQcQPVL9Vcx_Pgih4E 2511
docs/_static/logos/ds-branding-logo-big-darkmode.png sha256=zShvhXGWbrBXPaqwmU3jKyxSdlciHmsG3fQWHYFY7Ak 142384
docs/_static/logos/ds-branding-logo-big-lightmode.png sha256=EBw_ix7slFpmw9abvgmMPvWqbbN_bwt6mJT77DLdZUU 133944
docs/_static/logos/ds-branding-logo-small-darkmode.png sha256=S2ZOf3Kdjd0w5S3V5zmhANvrEaLCGKFELODexV9QGZA 126296
docs/_static/logos/unoptimized/ds-branding-logo-big-darkmode.png sha256=Wje7FK-xwv0g_VM9Fs8iv9-zusI3OCi-RJ7oskadS-0 165841
docs/_static/logos/unoptimized/ds-branding-logo-big-lightmode.png sha256=lkQdc4mdOc7PDA1UWxXm88CEbtXJYoe3XECjHQjyWSo 154989
docs/_static/logos/unoptimized/ds-branding-logo-small-darkmode.png sha256=aE3zj9_8hAq8G0GRkADSi4T-jif8OzoP0Rw2OGDrSzk 136530
docs/_static/my_logo.png sha256=0pws8VKfnhymcDrcctKbrDNcjM2Y9j4T_1XioS7N0PI 297457
docs/_static/thumbs/ds-branding-thumb-main-docs.png sha256=2YGaDKqx5AelIxJDbLJ4uxgBEI9Ds5dufmlrWPH4f3U 75042
docs/_static/thumbs/ds-branding-thumb-main-github.png sha256=LiY2GvRwTEJ8QfMO-6kC5xAzNzgNuWfAyBrpOyxt0N0 73515
docs/_static/thumbs/ds-branding-thumb-main-web.png sha256=SmBA4igaDkobsnaL-dPhV3eu1yk-BlFFG7xkIsLVmpM 208631
docs/_static/thumbs/ds-branding-thumb-sub-docs-evaluator.png sha256=N4SI3hMhqDntrZUp-iKwxDyQ89njZeTa1WXbMA6Kyjc 66573
docs/_static/thumbs/ds-branding-thumb-sub-docs-explorer.png sha256=F5iXnyJIXE8raa2TN6p9rLqHJfQWPg2IQL79tDN9ZKg 65838
docs/_static/thumbs/ds-branding-thumb-sub-docs-predictor.png sha256=dAVzbUU5ymIezogoWPvwBZ80Z4k61Q6w9oE3AVTczgM 64221
docs/_static/thumbs/ds-branding-thumb-sub-docs-transformer.png sha256=ETax4q8DljQHSPFyPmZdtDLxQsiwGjkzRHEHjWgLpNA 79541
docs/_static/thumbs/unoptimized/ds-branding-thumb-main-docs.png sha256=-PY8Bwo3URHpUgcYm7yZIY0eY2EPgMvLyf7syGWHASA 95122
docs/_static/thumbs/unoptimized/ds-branding-thumb-main-github.png sha256=VBPIjjvFBUyJ-PPqLoMNKhJ5hiB61SgyXiuI2ZJ7id8 95175
docs/_static/thumbs/unoptimized/ds-branding-thumb-main-web.png sha256=bdr2TFiE970k5k0_LFvFS_fwqskDZWq7Guj_Kw-9cEA 232377
docs/_static/thumbs/unoptimized/ds-branding-thumb-sub-docs-evaluator.png sha256=EmSVDxs0VqUuvQKHj9arJAclCo8m_TtRASsGb4fuwBw 82865
docs/_static/thumbs/unoptimized/ds-branding-thumb-sub-docs-explorer.png sha256=oqK2RoV4lwEfNF1PJ2BbEfdQIgs5BkLbQ1wKvFFM7qU 87387
docs/_static/thumbs/unoptimized/ds-branding-thumb-sub-docs-predictor.png sha256=TxJpILEQmSPNj8u6uSvFBDPC5ylOlXwf6JbAQpdOkQg 81695
docs/_static/thumbs/unoptimized/ds-branding-thumb-sub-docs-transformer.png sha256=xj5PikkPucFdqwj6kzrpC2K1S9qzWxwFxxlB9F_RcmM 81725
docs/_templates/layout.html sha256=3UXJMDhcr0itpe1JoEbn344PB7SozO9hIKQjvF7L7hk 1201
docs/conf.py sha256=iPpBKLc-F-KZFKFJlrSTuM36Pa7j-4mSIUgtJWY66Go 2824
docs/evaluators/evaluate_contingency_table.rst sha256=S-PsTM1zLL_DPkrYBT2OOvuaf54lsztHlYZicCB4aA8 1131
docs/evaluators/evaluate_dtype.rst sha256=6r7xIBvhkXaKxI2so-rV66bNbmhChoTLbjxRu3IlYAs 1039
docs/evaluators/evaluate_normality.rst sha256=prrf2ppOdp7uieUUNbb-GHolU62kNWgnq-7jqWB5Hys 1098
docs/evaluators/evaluate_variance.rst sha256=yver4QiDSHT0EC2PIB8lfAjGXv9-h-DhBJYL5-SpOXY 1122
docs/explorers/explore_cat.rst sha256=NaTCU0yFzBkr22HExdy_vdvxy0cUaUzGXfsK-Rpx1i0 1009
docs/explorers/explore_df.rst sha256=Ua1IKh9j9SDGeMhRnpPHHv970EpPAy8WdHxSqLL71bg 829
docs/explorers/explore_num.rst sha256=B19hFcOWjUM5DflUHtOmr6CFaGU7r2WhzRCcp8bMWUQ 1173
docs/glance.rst sha256=RfyX5SDlwU3FWGZ6wyT-FKPx6ZDYzjmx3_FKp7Db-zU 5629
docs/index.rst sha256=7eBQXHcebIu-lxTerdbnbssBd9w6_iC_-95aXaRK-Jc 2120
docs/other/contact.rst sha256=YvnrEamfMzP9Ncvswal7lxztiE1Az6_S3QwxBn8WeMw 189
docs/other/installation.rst sha256=115C029kiEmOMTi0qY6GMhdLxCX0PiN-dVWnUCcVDb8 1665
docs/other/lic-gpl3.rst sha256=sAfjoB13heuV_LklkD-fSyLEl4nmeqom6LvKwyOGTl0 540
docs/predictors/predict_hypothesis.rst sha256=FVGVYnN00tvsrvSqtVeWEZIMBDA3eiSLnF1Mkot01Dk 1137
docs/predictors/predict_ml.rst sha256=WzeMEdu1RSm2XQEsVm3NWRjFO-fp0w_TDCkA0IgRgqg 1160
docs/start.rst sha256=ka4AHoB_tVzBXsFVQoin1vw379fbc874b0Yc9x7m-L0 4650
docs/transformers/transform_cat.rst sha256=0-DzV1ujOow4XsWknqL_9kx7QeTvjC6PPSuwuDcVP9s 1270
docs/transformers/transform_num.rst sha256=nN1qx0Pm6XhwdWpqnPywG_elpXU85aReXruRDOI0ewc 1250
tests/__init__.py sha256=ITu2IGxMZlzuFXNrDWq_M_92Iyd2e3MnXqFfRZnf_6o 34
tests/evaluator/__init__.py sha256=TrVuMDT2e41d5TEcNUJEO0xus59sNt4jxDE9wCfj56c 58
tests/evaluator/test_evaluate_contingency_table.py sha256=uyyweENrtIdKtHZX690UwHlaHu4qQLnsu74ALyBLsQo 4556
tests/evaluator/test_evaluate_dtype.py sha256=sAeXX7uop35y7EHGGwoDi3e-_FcnHz-VgeaLeCsEMuk 8398
tests/evaluator/test_evaluate_normality.py sha256=rJntizvkGAJixcM86I5DFck-UmyVDcorHKSRUK-2gHo 6659
tests/evaluator/test_evaluate_variance.py sha256=MJT73b2Hv1nu8LVyMdItnAtQ2AnutDdhskXEqnN51v8 5862
tests/explorer/__init__.py sha256=9cZnT6U3a0rvTgxaxAloNZtFYzbo8ryV15L-Ip7ujN8 57
tests/explorer/test_explore_cat.py sha256=vBBkkroTBPRCh1S_cizuplJjqbyYG8HFWb6gy5pKXiI 4598
tests/explorer/test_explore_df.py sha256=wXdffMYMxlw9P3kt5v4hHt3H6ozWKS3_blUX-o-FzdI 4222
tests/explorer/test_explore_num.py sha256=KIwI4DWAJpiB4lam2mG6roNGVw0M-OMfTjSzfOo4E9U 7039
tests/predictor/__init__.py sha256=UjA-1fDGU_qldQoJ5Rg8aSu3flYDLmL7FE2NFB55voo 58
tests/predictor/test_predict_hypothesis.py sha256=P-3qzjsCKXya_b8wfI4vIwi4GSXmqJQUs8RMKeI1mDk 19510
tests/predictor/test_predict_ml.py sha256=T1lXJ91TXFOrf3Osoo151k0jWlsIOQdA-s2c1YKgFJM 46584
tests/transformer/__init__.py sha256=n9qwHgnSJcw8Ld1hWO8sp0tpn5sM3VPFUOQbemUqCB8 60
tests/transformer/test_transform_cat.py sha256=QUFPctyV1wqKo3pe-27A-MrvyrLaK6m1KOCCye8RlzY 7906
tests/transformer/test_transform_num.py sha256=PNJdzp6jVUsmoWmFeazwshP6a0S5ZmUWmv8YLmKciKQ 8076
datasafari-1.0.0.dist-info/AUTHORS.rst sha256=_noDchpGO5Mf8Eq-_M39hlRHwYgKDBxQh68uBv2Lek0 410
datasafari-1.0.0.dist-info/LICENSE sha256=GFVhkKV-XEzupt_CyrMSNMJQ-Go0Ljnpje719nALhds 32476
datasafari-1.0.0.dist-info/METADATA sha256=EFLGOJKfbYh8HzKUTOTQ9aEWBCFjy5kdZGdRNcmd_BU 11880
datasafari-1.0.0.dist-info/WHEEL sha256=sP946D7jFCHeNz5Iq4fL4Lu-PrWrFsgfLXbbkciIZwg 88
datasafari-1.0.0.dist-info/RECORD