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py-why / EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

Home Page:https://www.microsoft.com/en-us/research/project/alice/

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Error importing from econml.dml

UmaVijh opened this issue · comments

commented

I get the error
TypeError: C function sklearn.utils._cython_blas.__pyx_fuse_0_copy has wrong signature (expected void (int, float *, int, float *, int), got void (int, float const *, int, float const *, int))
when importing
from econml.dml import *

on Jupyter notebook, python 3.10 econml version 0.14.1

Any workarounds? Thanks!

commented

Could you include the entire output of pip list? I suspect there's an incompatibility between the version of econml you're using and one of the dependencies.

commented

Thanks for your response. I wasn't able to reproduce the error on a new notebook instance; But here's the output of pip list just in case.
`Package Version

aiohttp 3.8.6
aiosignal 1.3.1
alabaster 0.7.13
anyio 4.0.0
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
arrow 1.3.0
astroid 2.15.8
astropy 5.3.4
asttokens 2.4.1
async-lru 2.0.4
async-timeout 4.0.3
atomicwrites 1.4.1
attrs 23.1.0
autopep8 2.0.4
autovizwidget 0.21.0
awscli 1.32.0
Babel 2.13.1
backcall 0.2.0
backports.functools-lru-cache 1.6.5
beautifulsoup4 4.12.2
binaryornot 0.4.4
bitarray 2.8.2
black 23.10.1
bleach 6.1.0
blinker 1.6.3
bokeh 3.3.0
boto3 1.34.0
botocore 1.34.0
Bottleneck 1.3.7
Brotli 1.1.0
brotlipy 0.7.0
cached-property 1.5.2
certifi 2023.7.22
cffi 1.16.0
chardet 5.2.0
charset-normalizer 3.3.1
click 8.1.7
cloudpickle 2.2.1
colorama 0.4.4
comm 0.1.4
contextlib2 21.6.0
contourpy 1.1.1
cookiecutter 2.4.0
coverage 7.3.2
cryptography 41.0.5
cycler 0.12.1
Cython 3.0.4
cytoolz 0.12.2
dask 2023.10.0
debugpy 1.8.0
decorator 5.1.1
defusedxml 0.7.1
diff-match-patch 20230430
dill 0.3.7
distributed 2023.10.0
docker 6.1.3
docstring-to-markdown 0.13
docutils 0.16
dparse 0.6.3
econml 0.14.1
entrypoints 0.4
et-xmlfile 1.1.0
exceptiongroup 1.1.3
executing 1.2.0
fastapi 0.95.2
fastcache 1.1.0
fastjsonschema 2.18.1
filelock 3.12.4
flake8 6.0.0
Flask 3.0.0
Flask-Cors 4.0.0
fonttools 4.43.1
fqdn 1.5.1
frozenlist 1.4.0
fsspec 2023.10.0
future 0.18.3
gevent 23.9.0.post1
gmpy2 2.1.2
google-pasta 0.2.0
greenlet 3.0.1
h11 0.14.0
h5py 3.10.0
hdijupyterutils 0.21.0
idna 3.4
imagecodecs 2023.9.18
imageio 2.31.5
imagesize 1.4.1
immutables 0.20
importlib-metadata 6.8.0
importlib-resources 6.1.0
inflection 0.5.1
iniconfig 2.0.0
intervaltree 3.1.0
ipykernel 6.26.0
ipython 8.16.1
ipython-genutils 0.2.0
ipywidgets 8.1.1
isoduration 20.11.0
isort 5.12.0
itsdangerous 2.1.2
jaraco.classes 3.3.0
jedi 0.18.2
jeepney 0.8.0
jellyfish 1.0.1
Jinja2 3.1.2
jmespath 1.0.1
joblib 1.3.2
json5 0.9.14
jsonpointer 2.4
jsonschema 4.19.1
jsonschema-specifications 2023.7.1
jupyter 1.0.0
jupyter_client 8.5.0
jupyter-console 6.6.3
jupyter_core 5.4.0
jupyter-events 0.8.0
jupyter-lsp 2.2.0
jupyter_server 2.9.1
jupyter_server_terminals 0.4.4
jupyterlab 4.0.7
jupyterlab-pygments 0.2.2
jupyterlab_server 2.25.0
jupyterlab-widgets 3.0.9
keyring 24.2.0
kiwisolver 1.4.5
lazy_loader 0.3
lazy-object-proxy 1.9.0
lightgbm 4.3.0
llvmlite 0.40.1
locket 1.0.0
lz4 4.3.2
markdown-it-py 3.0.0
MarkupSafe 2.1.3
matplotlib 3.8.0
matplotlib-inline 0.1.6
mccabe 0.7.0
mdurl 0.1.0
mistune 3.0.1
mkl-fft 1.3.8
mkl-service 2.4.0
mock 5.1.0
more-itertools 10.1.0
mpmath 1.3.0
msgpack 1.0.6
multidict 6.0.4
multiprocess 0.70.15
munkres 1.1.4
mypy-extensions 1.0.0
nbclient 0.8.0
nbconvert 7.9.2
nbformat 5.9.2
nest-asyncio 1.5.8
networkx 3.2
nltk 3.8.1
nose 1.3.7
notebook 7.0.6
notebook_shim 0.2.3
numba 0.57.1
numexpr 2.7.3
numpy 1.22.4
numpydoc 1.5.0
openpyxl 3.1.2
overrides 7.4.0
packaging 21.3
pandas 2.1.1
pandocfilters 1.5.0
parso 0.8.3
partd 1.4.1
path 16.7.1
pathlib2 2.3.7.post1
pathos 0.3.1
pathspec 0.11.2
patsy 0.5.3
pexpect 4.8.0
pickleshare 0.7.5
Pillow 10.0.1
pip 23.3.1
pkginfo 1.9.6
pkgutil_resolve_name 1.3.10
platformdirs 3.11.0
plotly 5.18.0
pluggy 1.3.0
ply 3.11
pox 0.3.3
ppft 1.7.6.7
prometheus-client 0.17.1
prompt-toolkit 3.0.39
protobuf 4.25.1
psutil 5.9.5
psycopg2 2.9.7
psycopg2-binary 2.9.7
ptyprocess 0.7.0
pure-eval 0.2.2
py-cpuinfo 9.0.0
py4j 0.10.9.5
pyarrow 13.0.0
pyasn1 0.5.1
pycodestyle 2.10.0
pycosat 0.6.6
pycparser 2.21
pycryptodome 3.19.0
pycurl 7.45.1
pydantic 1.10.13
pydocstyle 6.3.0
pyerfa 2.0.1.1
pyflakes 3.0.1
Pygments 2.16.1
pykerberos 1.2.4
pylint 2.17.7
pylint-venv 3.0.3
pyls-spyder 0.4.0
pynvml 11.5.0
pyodbc 5.0.1
pyOpenSSL 23.2.0
pyparsing 3.1.1
PyQt5 5.15.9
PyQt5-sip 12.12.2
PyQtWebEngine 5.15.4
pyrsistent 0.19.3
PySocks 1.7.1
pyspark 3.3.0
pyspnego 0.9.1
pytest 7.4.3
python-dateutil 2.8.2
python-json-logger 2.0.7
python-lsp-black 1.3.0
python-lsp-jsonrpc 1.1.2
python-lsp-server 1.7.4
python-slugify 8.0.1
pytoolconfig 1.2.5
pytz 2023.3.post1
PyWavelets 1.4.1
pyxdg 0.28
PyYAML 6.0.1
pyzmq 25.1.1
QDarkStyle 3.1
qstylizer 0.2.2
QtAwesome 1.2.3
qtconsole 5.4.4
QtPy 2.4.1
referencing 0.30.2
regex 2023.10.3
requests 2.31.0
requests-kerberos 0.14.0
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rich 13.6.0
rope 1.10.0
rpds-py 0.10.6
rsa 4.7.2
Rtree 1.1.0
ruamel.yaml 0.18.2
ruamel.yaml.clib 0.2.7
ruamel-yaml-conda 0.15.80
s3fs 0.4.2
s3transfer 0.9.0
sagemaker 2.200.0
sagemaker-pyspark 1.4.5
schema 0.7.5
scikit-image 0.22.0
scikit-learn 1.2.2
scipy 1.11.3
seaborn 0.13.0
SecretStorage 3.3.3
Send2Trash 1.8.2
setuptools 68.2.2
shap 0.41.0
sip 6.7.12
six 1.16.0
slicer 0.0.7
smdebug-rulesconfig 1.0.1
sniffio 1.3.0
snowballstemmer 2.2.0
sortedcontainers 2.4.0
soupsieve 2.5
sparkmagic 0.21.0
sparse 0.15.1
Sphinx 7.2.6
sphinxcontrib-applehelp 1.0.7
sphinxcontrib-devhelp 1.0.5
sphinxcontrib-htmlhelp 2.0.4
sphinxcontrib-jsmath 1.0.1
sphinxcontrib-qthelp 1.0.6
sphinxcontrib-serializinghtml 1.1.9
sphinxcontrib-websupport 1.2.6
spyder 5.4.5
spyder-kernels 2.4.4
SQLAlchemy 2.0.22
stack-data 0.6.2
starlette 0.27.0
statsmodels 0.14.0
sympy 1.12
tables 3.9.1
tblib 1.7.0
tenacity 8.2.3
terminado 0.17.1
testpath 0.6.0
text-unidecode 1.3
textdistance 4.5.0
threadpoolctl 3.2.0
three-merge 0.1.1
tifffile 2023.9.26
tinycss2 1.2.1
toml 0.10.2
tomli 2.0.1
tomlkit 0.12.1
toolz 0.12.0
tornado 6.3.3
tqdm 4.66.1
traitlets 5.12.0
typed-ast 1.5.5
types-python-dateutil 2.8.19.14
typing_extensions 4.8.0
typing-utils 0.1.0
tzdata 2023.3
ujson 5.8.0
unicodedata2 15.1.0
uri-template 1.3.0
urllib3 1.26.18
uvicorn 0.22.0
watchdog 3.0.0
wcwidth 0.2.8
webcolors 1.13
webencodings 0.5.1
websocket-client 1.6.4
Werkzeug 3.0.1
whatthepatch 1.0.5
wheel 0.41.2
widgetsnbextension 4.0.9
wrapt 1.15.0
wurlitzer 3.0.3
XlsxWriter 3.1.7
xyzservices 2023.10.1
yapf 0.40.1
yarl 1.9.2
zict 3.0.0
zipp 3.17.0
zope.event 5.0
zope.interface 6.1`