caafe

View on PyPIReverse Dependencies (0)

0.1.6 caafe-0.1.6-py3-none-any.whl

Wheel Details

Project: caafe
Version: 0.1.6
Filename: caafe-0.1.6-py3-none-any.whl
Download: [link]
Size: 23597
MD5: fddf39e77b47c09b15381deca2dacd25
SHA256: 25665689813d89e067d252bf43c1a5db30ab2bf8809c431337804ce3799214ae
Uploaded: 2023-06-17 19:58:12 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: caafe
Version: 0.1.6
Summary: Context-Aware Automated Feature Engineering (CAAFE) is an automated machine learning tool that uses large language models for feature engineering in tabular datasets. It generates Python code for new features along with explanations for their utility, enhancing interpretability.
Author: Noah Hollmann, Samuel Müller, Frank Hutter
Author-Email: noah.homa[at]gmail.com
Home-Page: https://github.com/automl/CAAFE
License: LICENSE.txt
Classifier: Development Status :: 3 - Alpha
Classifier: License :: Free for non-commercial use
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.7
Requires-Dist: openai
Requires-Dist: kaggle
Requires-Dist: openml (==0.12.0)
Requires-Dist: tabpfn
Requires-Dist: autofeat; extra == "full"
Requires-Dist: featuretools; extra == "full"
Requires-Dist: tabpfn[full]; extra == "full"
Provides-Extra: full
Description-Content-Type: text/markdown
License-File: LICENSE.txt
[Description omitted; length: 5998 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.40.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
caafe/__init__.py sha256=d3QE_76Xa9YgNzG9W5tQjkM-KWytRNuIYMT-CbObsnI 45
caafe/caafe.py sha256=b4VKl8Ff_mAht3TTiilwOAsYal-i2xi-QdcOnbh1aIk 11664
caafe/caafe_evaluate.py sha256=NJoigbArA5MiQ7sSZr7uunURNzv7VTHX_PbKFjSf6OE 4249
caafe/data.py sha256=7Ulm1sWlvZm9fhU-cP18hAJSaxRtlzjen114t5x1i3w 11101
caafe/evaluate.py sha256=_8Y5rAz-Y0fmBAXkHExsqw4D6igmlIXhlC1DBpJD1Lo 4399
caafe/feature_extension_baselines.py sha256=8ajbvUn-ZCrsRgNi8JL4rnV-j7Qr5qPLTtvJTiM1nL0 3605
caafe/metrics.py sha256=cQh0YVwYfEz-sugGhR6XnZNJ7062qF4W2p8_BI4h-w4 1482
caafe/plotting.py sha256=lTF-XRxv9ewV9Z8vBGqMvk82M--siCgzKc0PSv7RJZI 4439
caafe/preprocessing.py sha256=pe3ywXFOC5iFiCvKM-wKt9viiW-Yo8y1lqRcU18_REM 4467
caafe/run_llm_code.py sha256=7xtMIaKWElWCy8i7FuefIzbYYGWolbVaw49kj7DvdB0 7895
caafe/sklearn_wrapper.py sha256=MwxrktlGhRH88fteX9p1DXaXxwnlcK3tDJ9-_uKNvic 7069
caafe-0.1.6.dist-info/LICENSE.txt sha256=oQHgt0TxYfz47POqMmwpUU9bD2zmNGLGwlYMYnehnUI 381
caafe-0.1.6.dist-info/METADATA sha256=PWMbM34h3raDCttYVghOfNwWHHh-rVViffeiS8rB-y8 7079
caafe-0.1.6.dist-info/WHEEL sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18 92
caafe-0.1.6.dist-info/top_level.txt sha256=Epiy6AUezLHN-9MlEEifaCcAVI9deAli64YQp_kjLo0 6
caafe-0.1.6.dist-info/RECORD

top_level.txt

caafe