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xie_x1andClaude Sonnet 5 2683fd3576 Initial commit: MLXIDDemo, a 12 keV end-to-end walkthrough of the MLXID pipeline 
MC generation -> pile-up assembly -> CNN vs. classical eta-interpolation
(scored against MC ground truth) -> optional training -> qualitative
inference on real measurement data, self-contained and runnable from a
single conda env (see README.md).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-21 16:50:06 +02:00

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name: mlxid_demo
channels:
- slsdetectorgroup
- conda-forge
dependencies:
- _openmp_mutex=4.5
- _python_abi3_support=1.0
- _x86_64-microarch-level=4
- adwaita-icon-theme=49.0
- antlr-python-runtime=4.9.3
- anyio=4.14.2
- argon2-cffi=25.1.0
- argon2-cffi-bindings=26.1.0
- arrow=1.4.0
- asttokens=3.0.2
- async-lru=2.3.0
- at-spi2-atk=2.38.0
- at-spi2-core=2.40.3
- atk-1.0=2.38.0
- attrs=26.1.0
- aws-c-auth=0.10.4
- aws-c-cal=0.9.15
- aws-c-common=0.14.3
- aws-c-compression=0.3.2
- aws-c-http=0.11.0
- aws-c-io=0.27.5
- aws-c-s3=0.13.1
- aws-c-sdkutils=0.2.7
- aws-checksums=0.2.10
- babel=2.18.0
- backports.zstd=1.7.0
- beautifulsoup4=4.15.0
- binutils_impl_linux-64=2.46.1
- bleach=6.3.0
- bleach-with-css=6.3.0
- brotli-python=1.2.0
- bzip2=1.0.8
- c-ares=1.34.8
- ca-certificates=2026.7.22
- cached-property=1.5.2
- cached_property=1.5.2
- cairo=1.18.4
- certifi=2026.7.22
- cffi=2.1.1
- cfitsio=4.6.4
- charset-normalizer=3.5.1
- comm=0.2.3
- cpython=3.12.13
- davix=0.8.10
- dbus=1.16.2
- debugpy=1.8.21
- decorator=5.3.1
- defusedxml=0.7.1
- epoxy=1.5.10
- exceptiongroup=1.3.1
- executing=2.2.1
- fastjet-cxx=3.5.1
- fftw=3.3.11
- font-ttf-dejavu-sans-mono=2.37
- font-ttf-inconsolata=3.000
- font-ttf-source-code-pro=2.038
- font-ttf-ubuntu=0.83
- fontconfig=2.18.3
- fonts-conda-ecosystem=1
- fonts-conda-forge=1
- fqdn=1.5.1
- freetype=2.14.3
- fribidi=1.0.16
- ftgl=2.4.0
- gcc_impl_linux-64=16.1.0
- gdk-pixbuf=2.44.8
- gettext=0.25.1
- gettext-tools=0.25.1
- giflib=5.2.2
- gl2ps=1.4.2
- glew=2.3.0
- glib-tools=2.88.3
- graphite2=1.3.15
- graphviz=14.1.2
- gsl=2.7
- gsoap=2.8.123
- gtest=1.17.0
- gtk3=3.24.52
- gts=0.7.6
- gxx_impl_linux-64=16.1.0
- h11=0.16.0
- h2=4.4.1
- h5py=3.16.0
- harfbuzz=14.3.1
- hdf5=2.2.0
- hicolor-icon-theme=0.17
- hpack=4.2.0
- httpcore=1.0.9
- httpx=0.28.1
- hyperframe=6.1.0
- icu=78.3
- idna=3.19
- importlib-metadata=9.0.0
- ipykernel=7.3.0
- ipyparallel=9.2.0
- ipython=9.16.1
- ipython_pygments_lexers=1.1.1
- isoduration=20.11.0
- jedi=0.20.0
- jinja2=3.1.6
- json5=0.15.0
- jsonpointer=3.1.1
- jsonschema=4.26.0
- jsonschema-specifications=2025.9.1
- jsonschema-with-format-nongpl=4.26.0
- jupyter-builder=1.2.2
- jupyter-lsp=2.3.1
- jupyter_client=8.9.1
- jupyter_core=5.9.1
- jupyter_events=0.12.1
- jupyter_server=2.20.0
- jupyter_server_terminals=0.5.4
- jupyterlab=4.6.3
- jupyterlab_pygments=0.3.0
- jupyterlab_server=2.28.0
- kernel-headers_linux-64=3.10.0
- keyutils=1.6.3
- krb5=1.22.2
- lark=1.3.1
- ld_impl_linux-64=2.46.1
- lerc=4.2.0
- libaec=1.1.5
- libasprintf=0.25.1
- libasprintf-devel=0.25.1
- libblas=3.11.0
- libcblas=3.11.0
- libcups=2.3.3
- libcurl=8.21.0
- libdeflate=1.25
- libdrm=2.4.129
- libedit=3.1.20250104
- libegl=1.7.0
- libegl-devel=1.7.0
- libev=4.33
- libexpat=2.8.1
- libffi=3.7.0
- libfreetype=2.14.3
- libfreetype6=2.14.3
- libgcc=16.1.0
- libgcc-devel_linux-64=16.1.0
- libgcc-ng=16.1.0
- libgd=2.3.3
- libgettextpo=0.25.1
- libgettextpo-devel=0.25.1
- libgfortran=16.1.0
- libgfortran5=16.1.0
- libgl=1.7.0
- libgl-devel=1.7.0
- libglib=2.88.3
- libglu=9.0.3
- libglvnd=1.7.0
- libglx=1.7.0
- libglx-devel=1.7.0
- libgomp=16.1.0
- libharfbuzz=14.3.1
- libharfbuzz-devel=14.3.1
- libhwloc=2.13.0
- libiconv=1.18
- libjpeg-turbo=3.2.0
- liblapack=3.11.0
- libllvm20=20.1.8
- liblzma=5.8.3
- libnghttp2=1.68.1
- libnsl=2.0.1
- libopenblas=0.3.34
- libopengl=1.7.0
- libpciaccess=0.19
- libpng=1.6.58
- libpsl=0.23.1
- librsvg=2.62.3
- libsanitizer=16.1.0
- libsodium=1.0.22
- libsqlite=3.53.4
- libssh2=1.11.1
- libstdcxx=16.1.0
- libstdcxx-devel_linux-64=16.1.0
- libstdcxx-ng=16.1.0
- libtiff=4.7.2
- libuuid=2.42.2
- libwebp-base=1.6.0
- libxcb=1.17.0
- libxcrypt=4.4.38
- libxkbcommon=1.13.2
- libxml2=2.15.3
- libxml2-16=2.15.3
- libxml2-devel=2.15.3
- libxrootd=6.1.1
- libzlib=1.3.2
- llvm-openmp=22.1.8
- llvmlite=0.49.0
- lz4-c=1.10.0
- markupsafe=3.0.3
- matplotlib-inline=0.2.2
- metakernel=1.0.7
- mistune=3.3.4
- nbclient=0.11.0
- nbconvert-core=7.17.1
- nbformat=5.11.1
- ncurses=6.6
- nest-asyncio2=1.7.2
- nlohmann_json=3.12.0
- notebook=7.6.2
- notebook-shim=0.2.4
- numba=0.67.0
- numpy=2.5.2
- omegaconf=2.3.1
- openssl=3.6.3
- overrides=7.7.0
- packaging=26.3
- pandocfilters=1.5.0
- pango=1.58.2
- parso=0.8.7
- pcre=8.45
- pcre2=10.47
- pexpect=4.9.0
- pip=26.2.1
- pixman=0.46.4
- platformdirs=4.11.3
- portalocker=3.2.0
- prometheus_client=0.26.0
- prompt-toolkit=3.0.53
- psutil=7.2.2
- pthread-stubs=0.4
- ptyprocess=0.7.0
- pure_eval=0.2.3
- pycparser=3.0
- pygments=2.21.0
- pysocks=1.7.1
- pythia8=8.312
- python=3.12.13
- python-dateutil=2.9.0.post0
- python-fastjsonschema=2.22.2
- python-gil=3.12.13
- python-json-logger=4.2.0
- python-tzdata=2026.3
- python_abi=3.12
- pyyaml=6.0.3
- pyzmq=27.2.0
- readline=8.3
- referencing=0.37.0
- requests=2.34.2
- rfc3339-validator=0.1.4
- rfc3986-validator=0.1.1
- rfc3987-syntax=1.1.0
- root=6.40.02
- root_base=6.40.02
- root_cxx_standard=20
- rpds-py=2026.6.3
- s2n=1.7.6
- scipy=1.18.0
- scitokens-cpp=1.4.0
- send2trash=2.1.0
- setuptools=84.0.0
- siscone=3.1.2
- six=1.17.0
- sniffio=1.3.1
- soupsieve=2.9.2
- stack_data=0.6.3
- sysroot_linux-64=2.17
- tbb=2023.0.0
- terminado=0.18.1
- tinycss2=1.5.1
- tk=8.6.13
- tomli=2.4.1
- tornado=6.5.8
- tqdm=4.70.0
- traitlets=5.16.1
- typing-extensions=4.16.0
- typing_extensions=4.16.0
- typing_utils=0.1.0
- tzdata=2026c
- uri-template=1.3.0
- urllib3=2.7.0
- vdt=0.4.4
- vector-classes=1.4.5
- wayland=1.26.0
- wcwidth=0.8.2
- webcolors=25.10.0
- webencodings=0.5.1
- websocket-client=1.9.0
- wheel=0.48.0
- xkeyboard-config=2.48
- xorg-libice=1.1.2
- xorg-libsm=1.2.6
- xorg-libx11=1.8.13
- xorg-libxau=1.0.12
- xorg-libxcomposite=0.4.7
- xorg-libxcursor=1.2.3
- xorg-libxdamage=1.1.6
- xorg-libxdmcp=1.1.5
- xorg-libxext=1.3.7
- xorg-libxfixes=6.0.2
- xorg-libxft=2.3.9
- xorg-libxi=1.8.3
- xorg-libxinerama=1.1.6
- xorg-libxpm=3.5.19
- xorg-libxrandr=1.5.5
- xorg-libxrender=0.9.12
- xorg-libxt=1.3.1
- xorg-libxtst=1.2.5
- xorg-libxxf86vm=1.1.7
- xorg-xorgproto=2025.1
- xxhash=0.8.3
- yaml=0.2.5
- zeromq=4.3.5
- zipp=4.1.0
- zlib=1.3.2
- zstd=1.5.7
- pip:
- aare==2026.7.2
- contourpy==1.3.3
- cycler==0.12.1
- filelock==3.32.3
- fonttools==4.63.0
- fsspec==2026.7.0
- kiwisolver==1.5.0
- matplotlib==3.11.1
- mpmath==1.3.0
- networkx==3.6.1
- 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
- pillow==12.3.0
- pyparsing==3.3.2
- sympy==1.13.1
- torch==2.6.0+cu124
- triton==3.2.0
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