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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.
https://www.microsoft.com/en-us/research/project/alice/
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AttributeError: 'CausalEstimate' object has no attribute '_estimator_object' #559

Open PhilrainV opened 2 years ago

PhilrainV commented 2 years ago

how to deal with this problem? I need help

kbattocchi commented 2 years ago

Hi, could you please include the code that you were running when you saw this issue, the full stack trace, and the output of pip list? Thanks!

PhilrainV commented 2 years ago

Hi, could you please include the code that you were running when you saw this issue, the full stack trace, and the output of pip list? Thanks!

aiohttp 3.7.4.post0 aiohttp-cors 0.7.0 aioredis 1.3.1 argcomplete 1.12.3 async-timeout 3.0.1 attrs 21.2.0 backcall 0.2.0 bleach 4.1.0 blessings 1.7 cachetools 4.2.2 certifi 2021.5.30 chardet 4.0.0 charset-normalizer 2.0.5 click 8.0.1 cloudpickle 2.0.0 colorama 0.4.4 colorful 0.5.4 cycler 0.10.0 debugpy 1.4.3 decorator 5.1.0 docutils 0.17.1 dowhy 0.6 econml 0.12.0 entrypoints 0.3 filelock 3.0.12 google-api-core 1.31.3 google-auth 1.35.0 googleapis-common-protos 1.53.0 gpustat 0.6.0 grpcio 1.40.0 hiredis 2.0.0 idna 3.2 importlib-metadata 4.8.1 ipykernel 6.4.1 ipython 7.27.0 ipython-genutils 0.2.0 jedi 0.18.0 joblib 1.0.1 jsonschema 3.2.0 jupyter-client 7.0.3 jupyter-core 4.8.1 keyring 23.2.1 kiwisolver 1.3.2 lightgbm 3.3.1 llvmlite 0.37.0 matplot 0.1.9 matplotlib 3.4.3 matplotlib-inline 0.1.3 modin 0.10.2 mpmath 1.2.1 msgpack 1.0.2 multidict 5.1.0 nest-asyncio 1.5.1 networkx 2.6.3 numba 0.54.1 numpy 1.20.3 nvidia-ml-py3 7.352.0 opencensus 0.7.13 opencensus-context 0.1.2 packaging 21.0 pandas 1.3.2 parso 0.8.2 patsy 0.5.2 pickleshare 0.7.5 Pillow 8.3.2 pip 21.2.2 pkginfo 1.7.1 prometheus-client 0.11.0 prompt-toolkit 3.0.20 protobuf 3.17.3 psutil 5.8.0 py-spy 0.3.9 pyarrow 5.0.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pyBKT 1.3.1 pydot 1.4.2 Pygments 2.10.0 pyloco 0.0.139 pyparsing 2.4.7 pyrsistent 0.18.0 python-dateutil 2.8.2 pytz 2021.1 pywin32 301 pywin32-ctypes 0.2.0 PyYAML 5.4.1 pyzmq 22.3.0 ray 1.6.0 readme-renderer 29.0 redis 3.5.3 requests 2.26.0 requests-toolbelt 0.9.1 rfc3986 1.5.0 rsa 4.7.2 scikit-learn 0.24.2 scipy 1.7.1 setuptools 52.0.0.post20210125 shap 0.39.0 SimpleWebSocketServer 0.1.1 six 1.16.0 sklearn 0.0 slicer 0.0.7 sparse 0.13.0 statsmodels 0.13.1 sympy 1.9 threadpoolctl 2.2.0 tornado 6.1 tqdm 4.62.3 traitlets 5.1.0 twine 3.4.2 typing 3.7.4.3 typing-extensions 3.10.0.2 urllib3 1.26.6 ushlex 0.99.1 wcwidth 0.2.5 webencodings 0.5.1 websocket-client 1.2.1 wheel 0.37.0 wincertstore 0.2 yarl 1.6.3 zipp 3.5.0