Upated the file after running the metric notebook

requirements.txt

@@ -1,9 +1,131 @@
+asttokens==3.0.0
+attrs==25.1.0
+bokeh==3.6.3
+Bottleneck==1.4.2
+certifi==2025.1.31
+cfgv==3.4.0
+cftime==1.6.4.post1
+charset-normalizer==3.4.1
+click==8.1.8
+cloudpickle==3.1.1
+comm==0.2.2
+contourpy==1.3.1
+coverage==7.6.10
+crc32c==2.7.1
+cycler==0.12.1
+dask==2025.1.0
+debugpy==1.8.12
+decorator==5.1.1
+Deprecated==1.2.18
+distlib==0.3.9
+distributed==2025.1.0
+donfig==0.8.1.post1
+einops==0.8.0
+execnet==2.1.1
+executing==2.2.0
+filelock==3.17.0
+flox==0.10.0
+fonttools==4.55.8
+fsspec==2025.2.0
+h5netcdf==1.5.0
+h5py==3.12.1
+hypothesis==6.125.2
+identify==2.6.6
+idna==3.10
+importlib_metadata==8.6.1
+iniconfig==2.0.0
+ipykernel==6.29.5
+ipython==8.32.0
+jedi==0.19.2
+Jinja2==3.1.5
+joblib==1.4.2
+jupyter_client==8.6.3
+jupyter_core==5.7.2
+kiwisolver==1.4.8
+llvmlite==0.44.0
+locket==1.0.0
+lz4==4.4.3
+MarkupSafe==3.0.2
+matplotlib==3.9.2
+matplotlib-inline==0.1.7
+mpmath==1.3.0
+msgpack==1.1.0
+mypy==1.15.0
+mypy-extensions==1.0.0
+nc-time-axis==1.4.1
+nest-asyncio==1.6.0
+netCDF4==1.7.2
+networkx==3.4.2
+nodeenv==1.9.1
+numba==0.61.0
+numbagg==0.8.2
+numcodecs==0.15.0
 numpy==2.0.2
+numpy-groupies==0.11.2
+nvidia-cublas-cu12==12.4.5.8
+nvidia-cuda-cupti-cu12==12.4.127
+nvidia-cuda-nvrtc-cu12==12.4.127
+nvidia-cuda-runtime-cu12==12.4.127
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.2.1.3
+nvidia-curand-cu12==10.3.5.147
+nvidia-cusolver-cu12==11.6.1.9
+nvidia-cusparse-cu12==12.3.1.170
+nvidia-cusparselt-cu12==0.6.2
+nvidia-nccl-cu12==2.21.5
+nvidia-nvjitlink-cu12==12.4.127
+nvidia-nvtx-cu12==12.4.127
+opt_einsum==3.4.0
+packaging==24.2
 pandas==2.2.2
+parso==0.8.4
+partd==1.4.2
+pexpect==4.9.0
+pillow==11.1.0
+platformdirs==4.3.6
+pluggy==1.5.0
+pooch==1.8.2
+pre_commit==4.1.0
+prompt_toolkit==3.0.50
+psutil==6.1.1
+ptyprocess==0.7.0
+pure_eval==0.2.3
+pyarrow==19.0.0
+Pygments==2.19.1
+pyparsing==3.2.1
+pytest==8.3.4
+pytest-cov==6.0.0
+pytest-env==1.1.5
+pytest-timeout==2.3.1
+pytest-xdist==3.6.1
 python-dateutil==2.9.0.post0
 pytz==2024.1
-six==1.16.0
-matplotlib==3.9.2
-scipy==1.13.1
-xarray[complete]==2024.7.0
+PyYAML==6.0.2
+pyzmq==26.2.1
+requests==2.32.3
+ruff==0.9.4
 scikit-learn==1.5.1
+scipy==1.13.1
+seaborn==0.13.2
+six==1.16.0
+sortedcontainers==2.4.0
+stack-data==0.6.3
+sympy==1.13.1
+tblib==3.0.0
+threadpoolctl==3.5.0
+toolz==1.0.0
+torch==2.6.0
+tornado==6.4.2
+traitlets==5.14.3
+triton==3.2.0
+typing_extensions==4.12.2
+tzdata==2025.1
+urllib3==2.3.0
+virtualenv==20.29.1
+wcwidth==0.2.13
+wrapt==1.17.2
+xarray==2024.7.0
+xyzservices==2025.1.0
+zarr==3.0.2
+zict==3.0.0
+zipp==3.21.0