add training notebook and environment

environment.yml

@@ -0,0 +1,162 @@
+name: ai
+channels:
+  - conda-forge
+  - defaults
+  - https://repo.anaconda.com/pkgs/main
+  - https://repo.anaconda.com/pkgs/r
+dependencies:
+  - absl-py=2.1.0=py311hca03da5_0
+  - appnope=0.1.4=pyhd8ed1ab_1
+  - asttokens=3.0.0=pyhd8ed1ab_1
+  - astunparse=1.6.3=py_0
+  - blas=1.0=openblas
+  - bottleneck=1.4.2=py311hb9f6ed7_0
+  - brotli=1.0.9=h80987f9_9
+  - brotli-bin=1.0.9=h80987f9_9
+  - brotli-python=1.0.9=py311h313beb8_9
+  - bzip2=1.0.8=h80987f9_6
+  - c-ares=1.34.4=h5505292_0
+  - ca-certificates=2024.12.31=hca03da5_0
+  - cached-property=1.5.2=py_0
+  - certifi=2024.12.14=py311hca03da5_0
+  - charset-normalizer=3.3.2=pyhd3eb1b0_0
+  - comm=0.2.2=pyhd8ed1ab_1
+  - contourpy=1.3.1=py311h48ca7d4_0
+  - cycler=0.11.0=pyhd3eb1b0_0
+  - debugpy=1.8.11=py311h155a34a_0
+  - decorator=5.1.1=pyhd8ed1ab_1
+  - exceptiongroup=1.2.2=pyhd8ed1ab_1
+  - executing=2.1.0=pyhd8ed1ab_1
+  - flatbuffers=24.3.25=h313beb8_0
+  - fonttools=4.51.0=py311h80987f9_0
+  - freetype=2.12.1=hadb7bae_2
+  - gast=0.5.3=pyhd3eb1b0_0
+  - giflib=5.2.2=h80987f9_0
+  - google-pasta=0.2.0=pyhd3eb1b0_0
+  - grpcio=1.65.5=py311hc367efa_0
+  - h5py=3.12.1=nompi_py311h5dd25b7_103
+  - hdf5=1.14.4=nompi_ha698983_105
+  - icu=75.1=hfee45f7_0
+  - idna=3.7=py311hca03da5_0
+  - importlib-metadata=8.5.0=pyha770c72_1
+  - ipykernel=6.29.5=pyh57ce528_0
+  - ipython=8.31.0=pyh707e725_0
+  - jedi=0.19.2=pyhd8ed1ab_1
+  - joblib=1.4.2=py311hca03da5_0
+  - jupyter_client=8.6.3=pyhd8ed1ab_1
+  - jupyter_core=5.7.2=pyh31011fe_1
+  - keras=3.8.0=pyh753f3f9_0
+  - kiwisolver=1.4.4=py311h313beb8_0
+  - krb5=1.21.3=hf3e1bf2_0
+  - lcms2=2.16=ha0e7c42_0
+  - lerc=4.0.0=h313beb8_0
+  - libabseil=20240722.0=cxx17_h07bc746_4
+  - libaec=1.1.3=h313beb8_0
+  - libbrotlicommon=1.0.9=h80987f9_9
+  - libbrotlidec=1.0.9=h80987f9_9
+  - libbrotlienc=1.0.9=h80987f9_9
+  - libcurl=8.11.1=h73640d1_0
+  - libcxx=19.1.6=ha82da77_1
+  - libdeflate=1.23=hec38601_0
+  - libedit=3.1.20230828=h80987f9_0
+  - libev=4.33=h1a28f6b_1
+  - libexpat=2.6.4=h286801f_0
+  - libffi=3.4.4=hca03da5_1
+  - libgfortran=5.0.0=13_2_0_hd922786_3
+  - libgfortran5=13.2.0=hf226fd6_3
+  - libgrpc=1.65.5=h3d9cf25_0
+  - libjpeg-turbo=3.0.3=h80987f9_0
+  - liblzma=5.6.3=h39f12f2_1
+  - libnghttp2=1.64.0=h6d7220d_0
+  - libopenblas=0.3.21=h269037a_0
+  - libpng=1.6.45=h3783ad8_0
+  - libprotobuf=5.27.5=h53f8970_2
+  - libre2-11=2024.07.02=h07bc746_2
+  - libsodium=1.0.20=h99b78c6_0
+  - libsqlite=3.47.2=h3f77e49_0
+  - libssh2=1.11.1=h9cc3647_0
+  - libtiff=4.7.0=h551f018_3
+  - libwebp-base=1.5.0=h2471fea_0
+  - libxcb=1.17.0=hdb1d25a_0
+  - libzlib=1.3.1=h8359307_2
+  - llvm-openmp=14.0.6=hc6e5704_0
+  - lz4-c=1.9.4=h313beb8_1
+  - markdown=3.4.1=py311hca03da5_0
+  - markdown-it-py=2.2.0=py311hca03da5_1
+  - markupsafe=2.1.3=py311h80987f9_1
+  - matplotlib=3.10.0=py311hca03da5_0
+  - matplotlib-base=3.10.0=py311h7ef442a_0
+  - matplotlib-inline=0.1.7=pyhd8ed1ab_1
+  - mdurl=0.1.0=py311hca03da5_0
+  - ml_dtypes=0.4.0=py311h7aedaa7_0
+  - namex=0.0.7=py311hca03da5_0
+  - ncurses=6.5=h5e97a16_2
+  - nest-asyncio=1.6.0=pyhd8ed1ab_1
+  - numexpr=2.10.1=py311h5d9532f_0
+  - numpy=1.26.4=py311he598dae_0
+  - numpy-base=1.26.4=py311hfbfe69c_0
+  - openjpeg=2.5.3=h8a3d83b_0
+  - openssl=3.4.0=h81ee809_1
+  - opt_einsum=3.3.0=pyhd3eb1b0_1
+  - optree=0.12.1=py311h48ca7d4_0
+  - packaging=24.2=py311hca03da5_0
+  - pandas=2.2.3=py311hcf29cfe_0
+  - parso=0.8.4=pyhd8ed1ab_1
+  - pexpect=4.9.0=pyhd8ed1ab_1
+  - pickleshare=0.7.5=pyhd8ed1ab_1004
+  - pillow=11.1.0=py311hb9ba9e9_0
+  - pip=24.2=py311hca03da5_0
+  - platformdirs=4.3.6=pyhd8ed1ab_1
+  - prompt-toolkit=3.0.48=pyha770c72_1
+  - protobuf=5.27.5=py311h3f08180_0
+  - psutil=6.1.1=py311h917b07b_0
+  - pthread-stubs=0.3=h1a28f6b_1
+  - ptyprocess=0.7.0=pyhd8ed1ab_1
+  - pure_eval=0.2.3=pyhd8ed1ab_1
+  - pygments=2.15.1=py311hca03da5_1
+  - pyparsing=3.2.0=py311hca03da5_0
+  - pysocks=1.7.1=py311hca03da5_0
+  - python=3.11.11=hc22306f_1_cpython
+  - python-dateutil=2.9.0.post0=pyhff2d567_1
+  - python-flatbuffers=24.3.25=py311hca03da5_0
+  - python-tzdata=2023.3=pyhd3eb1b0_0
+  - python_abi=3.11=5_cp311
+  - pytz=2024.1=py311hca03da5_0
+  - pyzmq=26.2.0=py311h730b646_3
+  - re2=2024.07.02=h6589ca4_2
+  - readline=8.2=h1a28f6b_0
+  - requests=2.32.3=py311hca03da5_1
+  - rich=13.9.4=py311hca03da5_0
+  - scikit-learn=1.5.2=py311h313beb8_0
+  - scipy=1.14.1=py311hac8794a_0
+  - setuptools=75.1.0=py311hca03da5_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - snappy=1.2.1=h313beb8_0
+  - sqlite=3.47.2=hd7222ec_0
+  - stack_data=0.6.3=pyhd8ed1ab_1
+  - tensorboard=2.17.1=pyhd8ed1ab_0
+  - tensorboard-data-server=0.7.0=py311ha6e5c4f_1
+  - tensorflow=2.17.0=cpu_py311h9d3d1e9_3
+  - tensorflow-base=2.17.0=cpu_py311ha270cad_3
+  - tensorflow-estimator=2.17.0=cpu_py311h935fadc_3
+  - termcolor=2.1.0=py311hca03da5_0
+  - threadpoolctl=3.5.0=py311hb6e6a13_0
+  - tk=8.6.13=h5083fa2_1
+  - tornado=6.4.2=py311h917b07b_0
+  - traitlets=5.14.3=pyhd8ed1ab_1
+  - typing-extensions=4.12.2=py311hca03da5_0
+  - typing_extensions=4.12.2=py311hca03da5_0
+  - tzdata=2024b=h04d1e81_0
+  - unicodedata2=15.1.0=py311h80987f9_1
+  - urllib3=2.2.3=py311hca03da5_0
+  - wcwidth=0.2.13=pyhd8ed1ab_1
+  - werkzeug=3.0.6=py311hca03da5_0
+  - wheel=0.44.0=py311hca03da5_0
+  - wrapt=1.17.0=py311h80987f9_0
+  - xorg-libxau=1.0.12=h5505292_0
+  - xorg-libxdmcp=1.1.5=hd74edd7_0
+  - xz=5.4.6=h80987f9_1
+  - zeromq=4.3.5=hc1bb282_7
+  - zipp=3.21.0=pyhd8ed1ab_1
+  - zlib=1.3.1=h8359307_2
+  - zstd=1.5.6=hb46c0d2_0