full code BTL

requirements.txt

@@ -1,54 +1,96 @@
 absl-py==2.1.0
+alembic==1.14.0
+anyio==4.6.2.post1
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
 asttokens==2.4.1
 astunparse==1.6.3
+async-lru==2.0.4
+attrs==24.2.0
+babel==2.16.0
+beautifulsoup4==4.12.3
+bleach==6.2.0
 cachetools==5.5.0
 certifi==2024.8.30
+cffi==1.17.1
 charset-normalizer==3.3.2
 click==8.1.7
+colorlog==6.9.0
 comm==0.2.2
 contourpy==1.3.0
 cramjam==2.8.4
 cycler==0.12.1
 debugpy==1.8.6
 decorator==5.1.1
+defusedxml==0.7.1
 exceptiongroup==1.2.2
 executing==2.1.0
+fastjsonschema==2.20.0
 fastparquet==2024.5.0
 filelock==3.16.1
 flatbuffers==24.3.25
 fonttools==4.54.1
+fqdn==1.5.1
 fsspec==2024.9.0
 gast==0.4.0
 gensim==4.3.3
 google-auth==2.35.0
 google-auth-oauthlib==0.4.6
 google-pasta==0.2.0
+greenlet==3.1.1
 grpcio==1.66.2
+h11==0.14.0
 h5py==3.12.1
+httpcore==1.0.7
+httpx==0.27.2
 huggingface-hub==0.25.1
 idna==3.10
 ipykernel==6.29.5
 ipython==8.28.0
+ipywidgets==8.1.5
+isoduration==20.11.0
 jedi==0.19.1
 Jinja2==3.1.3
 joblib==1.4.2
+json5==0.9.28
+jsonpointer==3.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+jupyter==1.1.1
+jupyter-console==6.6.3
+jupyter-events==0.10.0
+jupyter-lsp==2.2.5
 jupyter_client==8.6.3
 jupyter_core==5.7.2
+jupyter_server==2.14.2
+jupyter_server_terminals==0.5.3
+jupyterlab==4.2.6
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.3
+jupyterlab_widgets==3.0.13
 keras==2.11.0
 kiwisolver==1.4.7
 libclang==18.1.1
+Mako==1.3.6
 Markdown==3.7
 markdown-it-py==3.0.0
 MarkupSafe==2.1.5
 matplotlib==3.9.2
 matplotlib-inline==0.1.7
 mdurl==0.1.2
+mistune==3.0.2
 ml-dtypes==0.4.1
 mpmath==1.3.0
 namex==0.0.8
+nbclient==0.10.0
+nbconvert==7.16.4
+nbformat==5.10.4
 nest-asyncio==1.6.0
 networkx==3.2.1
 nltk==3.9.1
+notebook==7.2.2
+notebook_shim==0.2.4
 numpy==1.26.4
 nvidia-cublas-cu11==11.11.3.6
 nvidia-cuda-cupti-cu11==11.8.87
@@ -64,12 +106,16 @@ nvidia-nvtx-cu11==11.8.86
 oauthlib==3.2.2
 opt_einsum==3.4.0
 optree==0.13.0
+optuna==4.1.0
+overrides==7.7.0
 packaging==24.1
 pandas==2.2.3
+pandocfilters==1.5.1
 parso==0.8.4
 pexpect==4.9.0
 pillow==10.4.0
 platformdirs==4.3.6
+prometheus_client==0.21.0
 prompt_toolkit==3.0.48
 protobuf==3.19.6
 psutil==6.0.0
@@ -78,26 +124,36 @@ pure_eval==0.2.3
 pyarrow==17.0.0
 pyasn1==0.6.1
 pyasn1_modules==0.4.1
+pycparser==2.22
 Pygments==2.18.0
 pyparsing==3.1.4
 python-crfsuite==0.9.11
 python-dateutil==2.9.0.post0
+python-json-logger==2.0.7
 pytz==2024.2
 pyvi==0.1.1
 PyYAML==6.0.2
 pyzmq==26.2.0
+referencing==0.35.1
 regex==2024.9.11
 requests==2.32.3
 requests-oauthlib==2.0.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
 rich==13.9.2
+rpds-py==0.21.0
 rsa==4.9
 safetensors==0.4.5
 scikit-learn==1.5.2
 scipy==1.13.1
 seaborn==0.13.2
+Send2Trash==1.8.3
 six==1.16.0
 sklearn-crfsuite==0.5.0
 smart-open==7.0.5
+sniffio==1.3.1
+soupsieve==2.6
+SQLAlchemy==2.0.36
 stack-data==0.6.3
 sympy==1.13.1
 tabulate==0.9.0
@@ -108,8 +164,11 @@ tensorflow==2.11.0
 tensorflow-estimator==2.11.0
 tensorflow-io-gcs-filesystem==0.37.1
 termcolor==2.5.0
+terminado==0.18.1
 threadpoolctl==3.5.0
+tinycss2==1.4.0
 tokenizers==0.20.3
+tomli==2.1.0
 torch==2.5.1+cu118
 torchaudio==2.5.1+cu118
 torchvision==0.20.1+cu118
@@ -118,9 +177,15 @@ tqdm==4.66.5
 traitlets==5.14.3
 transformers==4.46.3
 triton==3.1.0
+types-python-dateutil==2.9.0.20241003
 typing_extensions==4.12.2
 tzdata==2024.2
+uri-template==1.3.0
 urllib3==2.2.3
 wcwidth==0.2.13
+webcolors==24.11.1
+webencodings==0.5.1
+websocket-client==1.8.0
 Werkzeug==3.0.4
+widgetsnbextension==4.0.13
 wrapt==1.16.0