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karml


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Author: Eric Boittier
Summary: karml (pronounced Karamell): machine-learned potentials in molecular-mechanics MD
Latest version: 0.1.0a1
Required dependencies: apsw | ase | chemcoord | e3x | fastapi | flax | h5py | jax | jax-md | jaxlib | jaxtyping | matplotlib | ml-dtypes | numba | numpy | optax | orbax-checkpoint | pandas | patchworklib | pillow | pint | plotnine | pymbar | pyyaml | rich | scipy | tblite | tqdm | umap-learn | uvicorn
Optional dependencies: argcomplete | asciichartpy | asv | basis-set-exchange | chemcoord | cmap | cmcrameri | cupy-cuda12x | cupy-cuda13x | cutensor-cu12 | cutensor-cu13 | dscribe | e3x | fastparquet | geometric | gpu4pyscf-cuda12x | gpu4pyscf-cuda13x | gpu4pyscf-libxc-cuda12x | gpu4pyscf-libxc-cuda13x | griddataformats | hydra-core | hydra-optuna-sweeper | ipykernel | ipython | ipywidgets | jax | jax-pme | jupyter-client | jupyter-core | karml | lovely-jax | mda-xdrlib | mdanalysis | metatomic-ase | metatomic-torch | metatrain | mkdocs | mkdocs-material | mkdocstrings | mmtf-python | molzip | mpi4py | mrcfile | nbformat | nvalchemi-toolkit-ops | nvidia-cudnn-cu13 | omegaconf | patchworklib | plotly | plotnine | polars | pubchempy | py3dmol | pyarrow | pymbar | pyscf | pyscf-dispersion | pytest | pytest-cov | pyxtal | reportlab | ruff | scienceplots | seaborn | sphynx | tblite | upet | vesin | vulture | wandb

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