From 6f624a1e60affb8b8b8beb29e30f06f1eb193c22 Mon Sep 17 00:00:00 2001 From: fcf61da24638f93d44cd057b11a6abdc Date: Mon, 15 Dec 2025 18:18:53 +0000 Subject: [PATCH] started adding versions of tools, need to refine to imported ones --- module3/exo3/exercice_fr.ipynb | 162 +++++++++++++++++++++++++++++++++ 1 file changed, 162 insertions(+) diff --git a/module3/exo3/exercice_fr.ipynb b/module3/exo3/exercice_fr.ipynb index c35f2dc..9d49714 100644 --- a/module3/exo3/exercice_fr.ipynb +++ b/module3/exo3/exercice_fr.ipynb @@ -1818,6 +1818,168 @@ "source": [ "We can observe the values for `Age:Smoker[T.Yes]`, the coefficient and standard error are very close, the confidence interval span over positive and negative range and the p.value is above 0.05. Considering all of the above, the provided data and the test we performed are **not sufficient information to say there exist a toxic effect with smoking for women**. **Considering current scientific knowledges, I doubt those results**, but I have no hypothesis on the reason for such difference in between the results and actual scientific data. It might be interesting to look again in the data and original article to find any explaination. " ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ci aprés les version des outils utilisés " + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['Package Version ',\n", + " '---------------------- -------------------',\n", + " 'alembic 1.3.3 ',\n", + " 'asn1crypto 1.3.0 ',\n", + " 'async-generator 1.10 ',\n", + " 'attrs 19.3.0 ',\n", + " 'backcall 0.1.0 ',\n", + " 'beautifulsoup4 4.6.3 ',\n", + " 'bleach 3.1.0 ',\n", + " 'blinker 1.4 ',\n", + " 'bokeh 0.12.16 ',\n", + " 'certifi 2020.4.5.1 ',\n", + " 'certipy 0.1.3 ',\n", + " 'cffi 1.13.2 ',\n", + " 'chardet 3.0.4 ',\n", + " 'cloudpickle 0.5.6 ',\n", + " 'conda 4.8.2 ',\n", + " 'conda-package-handling 1.6.0 ',\n", + " 'cryptography 2.5 ',\n", + " 'cycler 0.10.0 ',\n", + " 'Cython 0.28.5 ',\n", + " 'cytoolz 0.10.1 ',\n", + " 'dask 2.11.0 ',\n", + " 'decorator 4.4.1 ',\n", + " 'defusedxml 0.6.0 ',\n", + " 'dill 0.2.9 ',\n", + " 'entrypoints 0.3 ',\n", + " 'fastcache 1.1.0 ',\n", + " 'gmplot 1.2.0 ',\n", + " 'gmpy2 2.1.0b1 ',\n", + " 'h5py 2.7.1 ',\n", + " 'hide-code 0.5.3 ',\n", + " 'idna 2.9 ',\n", + " 'imageio 2.8.0 ',\n", + " 'inflect 4.0.0 ',\n", + " 'ipykernel 5.1.4 ',\n", + " 'ipython 7.12.0 ',\n", + " 'ipython-genutils 0.2.0 ',\n", + " 'ipywidgets 7.2.1 ',\n", + " 'isoweek 1.3.3 ',\n", + " 'jaraco.itertools 5.0.0 ',\n", + " 'jedi 0.16.0 ',\n", + " 'Jinja2 2.11.0 ',\n", + " 'json5 0.8.5 ',\n", + " 'jsonschema 3.0.2 ',\n", + " 'jupyter 1.0.0 ',\n", + " 'jupyter-client 6.0.0 ',\n", + " 'jupyter-console 6.1.0 ',\n", + " 'jupyter-core 4.6.3 ',\n", + " 'jupyter-telemetry 0.0.4 ',\n", + " 'jupyterhub 0.8.1 ',\n", + " 'jupyterlab 1.2.5 ',\n", + " 'jupyterlab-server 1.0.6 ',\n", + " 'kiwisolver 1.1.0 ',\n", + " 'llvmlite 0.23.0 ',\n", + " 'Mako 1.1.0 ',\n", + " 'MarkupSafe 1.1.1 ',\n", + " 'matplotlib 2.2.3 ',\n", + " 'mistune 0.8.4 ',\n", + " 'more-itertools 8.2.0 ',\n", + " 'mpmath 1.1.0 ',\n", + " 'nbconvert 5.6.1 ',\n", + " 'nbformat 5.0.4 ',\n", + " 'nbgit 0.0.1 ',\n", + " 'networkx 2.4 ',\n", + " 'notebook 6.0.3 ',\n", + " 'numba 0.38.1 ',\n", + " 'numexpr 2.6.9 ',\n", + " 'numpy 1.15.2 ',\n", + " 'oauthlib 3.0.1 ',\n", + " 'olefile 0.46 ',\n", + " 'packaging 20.1 ',\n", + " 'pamela 1.0.0 ',\n", + " 'pandas 0.22.0 ',\n", + " 'pandocfilters 1.4.2 ',\n", + " 'parso 0.6.0 ',\n", + " 'patsy 0.5.1 ',\n", + " 'pdfkit 0.6.1 ',\n", + " 'pexpect 4.8.0 ',\n", + " 'pickleshare 0.7.5 ',\n", + " 'Pillow 7.0.0 ',\n", + " 'pip 20.0.2 ',\n", + " 'prometheus-client 0.7.1 ',\n", + " 'prompt-toolkit 3.0.3 ',\n", + " 'protobuf 3.11.3 ',\n", + " 'ptyprocess 0.6.0 ',\n", + " 'pycosat 0.6.3 ',\n", + " 'pycparser 2.19 ',\n", + " 'pycurl 7.43.0.1 ',\n", + " 'Pygments 2.5.2 ',\n", + " 'PyJWT 1.7.1 ',\n", + " 'pyOpenSSL 19.0.0 ',\n", + " 'pyparsing 2.4.6 ',\n", + " 'pyrsistent 0.15.7 ',\n", + " 'PySocks 1.7.1 ',\n", + " 'python-dateutil 2.8.1 ',\n", + " 'python-editor 1.0.4 ',\n", + " 'python-json-logger 0.1.11 ',\n", + " 'python-oauth2 1.1.1 ',\n", + " 'pytz 2019.3 ',\n", + " 'PyWavelets 1.1.1 ',\n", + " 'PyYAML 5.3 ',\n", + " 'pyzmq 17.1.2 ',\n", + " 'qtconsole 4.6.0 ',\n", + " 'requests 2.23.0 ',\n", + " 'rpy2 2.9.4 ',\n", + " 'ruamel-yaml 0.15.80 ',\n", + " 'ruamel.yaml 0.16.5 ',\n", + " 'scikit-image 0.14.3 ',\n", + " 'scikit-learn 0.19.2 ',\n", + " 'scipy 1.1.0 ',\n", + " 'seaborn 0.8.1 ',\n", + " 'Send2Trash 1.5.0 ',\n", + " 'setuptools 45.2.0.post20200209',\n", + " 'sh 1.12.14 ',\n", + " 'simplegeneric 0.8.1 ',\n", + " 'six 1.14.0 ',\n", + " 'SQLAlchemy 1.2.18 ',\n", + " 'statsmodels 0.9.0 ',\n", + " 'sympy 1.1.1 ',\n", + " 'terminado 0.8.3 ',\n", + " 'testpath 0.4.4 ',\n", + " 'toolz 0.10.0 ',\n", + " 'tornado 6.0.3 ',\n", + " 'tqdm 4.42.0 ',\n", + " 'traitlets 4.3.3 ',\n", + " 'tzlocal 2.0.0 ',\n", + " 'urllib3 1.25.7 ',\n", + " 'vincent 0.4.4 ',\n", + " 'wcwidth 0.1.8 ',\n", + " 'webencodings 0.5.1 ',\n", + " 'wheel 0.34.2 ',\n", + " 'widgetsnbextension 3.2.1 ',\n", + " 'xlrd 1.2.0 ',\n", + " 'zipp 2.1.0 ']" + ] + }, + "execution_count": 157, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_packages =!pip list\n", + "all_packages" + ] } ], "metadata": { -- 2.18.1