diff --git a/requirements.txt b/requirements.txt
index 798a9d7..f600613 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,14 +1,110 @@
-torch
-pytorch_lightning
-numpy
-pandas
-scikit-learn
-pyarrow
-nltk
-unidecode
-captum
-ipywidgets
-seaborn
-ruff>=0.7.1
-pre-commit
-pytest
+aiobotocore==2.22.0
+aiohappyeyeballs==2.6.1
+aiohttp==3.11.18
+aioitertools==0.12.0
+aiosignal==1.3.2
+asttokens==3.0.0
+attrs==25.3.0
+botocore==1.37.3
+captum==0.8.0
+certifi==2025.4.26
+cfgv==3.4.0
+charset-normalizer==3.4.2
+click==8.2.0
+comm==0.2.2
+contourpy==1.3.2
+cycler==0.12.1
+debugpy==1.8.14
+decorator==5.2.1
+distlib==0.3.9
+duckdb==1.2.2
+executing==2.2.0
+fastjsonschema==2.21.1
+filelock==3.13.1
+fonttools==4.58.0
+frozenlist==1.6.0
+fsspec==2025.3.2
+identify==2.6.10
+idna==3.10
+iniconfig==2.1.0
+ipykernel==6.29.5
+ipython==9.2.0
+ipython_pygments_lexers==1.1.1
+ipywidgets==8.1.7
+jedi==0.19.2
+Jinja2==3.1.4
+jmespath==1.0.1
+joblib==1.5.0
+jsonschema==4.23.0
+jsonschema-specifications==2025.4.1
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+jupyterlab_widgets==3.0.15
+kiwisolver==1.4.8
+lightning-utilities==0.14.3
+MarkupSafe==2.1.5
+matplotlib==3.10.3
+matplotlib-inline==0.1.7
+mpmath==1.3.0
+multidict==6.4.3
+nbclient==0.10.2
+nbformat==5.10.4
+nest-asyncio==1.6.0
+networkx==3.3
+nltk==3.9.1
+nodeenv==1.9.1
+numpy==2.1.3
+packaging==25.0
+pandas==2.2.3
+parso==0.8.4
+pexpect==4.9.0
+pillow==11.0.0
+platformdirs==4.3.8
+pluggy==1.5.0
+pre_commit==4.2.0
+prompt_toolkit==3.0.51
+propcache==0.3.1
+psutil==7.0.0
+ptyprocess==0.7.0
+pure_eval==0.2.3
+pyarrow==20.0.0
+Pygments==2.19.1
+pyparsing==3.2.3
+pytest==8.3.5
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.5.1.post0
+pytz==2025.2
+PyYAML==6.0.2
+pyzmq==26.4.0
+referencing==0.36.2
+regex==2024.11.6
+requests==2.32.3
+rpds-py==0.24.0
+ruff==0.11.9
+s3fs==2025.3.2
+scikit-learn==1.6.1
+scipy==1.15.3
+seaborn==0.13.2
+setuptools==70.2.0
+six==1.17.0
+stack-data==0.6.3
+sympy==1.13.3
+threadpoolctl==3.6.0
+torch==2.7.0+cpu
+torchaudio==2.7.0+cpu
+torchFastText @ git+https://github.com/InseeFrLab/torch-fastText.git@64adcec5a2efefe72cf2f7827ce20abe0c7f9e86
+torchmetrics==1.7.1
+torchvision==0.22.0+cpu
+tornado==6.4.2
+tqdm==4.67.1
+traitlets==5.14.3
+typing_extensions==4.13.2
+tzdata==2025.2
+Unidecode==1.4.0
+urllib3==2.4.0
+uv==0.7.3
+virtualenv==20.31.2
+wcwidth==0.2.13
+widgetsnbextension==4.0.14
+wrapt==1.17.2
+yarl==1.20.0