Open
Description
Description
Interchange instances created from a Topology containing any number of water molecules (including just 1) and from the SMIRNOFF TIP3P force field cannot be written to LAMMPS input/data files using Interchange.to_lammps()
, "citing unsupported constraints in the LAMMPS writer".
Incidentally (unless I've misunderstood what's going on), Interchange creation does NOT use TIP3P library charges supplied by the FF, but rather assigns explicit AM1-BCC charges. This is evidenced by the telltale Resolved in #1144Warning: Cannot perform Hydrogen sampling with GPU-Omega: GPU-Omega disabled.
log message generated by the OpenEye charge model when calling ForceField.create_interchange(...)
.
Reproduction
from openff.toolkit import Molecule, ForceField
offmol = Molecule.from_smiles('O')
offmol.generate_conformers(n_conformers=1)
ff = ForceField('tip3p.offxml')
inc = ff.create_interchange(offmol.to_topology())
inc.to_lammps(prefix='water')
Output
---------------------------------------------------------------------------
NotImplementedError Traceback (most recent call last)
Cell In[2], line 10
7 ff = ForceField('tip3p.offxml')
8 inc = ff.create_interchange(offmol.to_topology())
---> 10 inc.to_lammps(prefix='water')
File ~/miniconda3/envs/nrel-polymers/lib/python3.11/site-packages/openff/interchange/components/interchange.py:474, in Interchange.to_lammps(self, prefix)
472 datafile_path = prefix + ".lmp"
473 self.to_lammps_datafile(datafile_path)
--> 474 self.to_lammps_input(
475 prefix + "_pointenergy.in",
476 datafile_path,
477 )
File ~/miniconda3/envs/nrel-polymers/lib/python3.11/site-packages/openff/interchange/components/interchange.py:511, in Interchange.to_lammps_input(self, file_path, data_file)
508 data_file = Path(file_path).with_suffix(".lmp")
510 mdconfig = MDConfig.from_interchange(self)
--> 511 mdconfig.write_lammps_input(self, str(file_path), data_file=str(data_file))
File ~/miniconda3/envs/nrel-polymers/lib/python3.11/site-packages/openff/interchange/components/mdconfig.py:271, in MDConfig.write_lammps_input(self, interchange, input_file, data_file)
250 return (
251 {
252 key
(...)
264 },
265 )
267 # zero-indexed here
268 (
269 constrained_bond_coeffs,
270 constrained_angle_coeffs,
--> 271 ) = _get_coeffs_of_constrained_bonds_and_angles(interchange)
273 # Construct the input file in memory so nothing is written to disk if an
274 # error is encountered.
275 with StringIO() as lmp:
File ~/miniconda3/envs/nrel-polymers/lib/python3.11/site-packages/openff/interchange/components/mdconfig.py:238, in MDConfig.write_lammps_input.<locals>._get_coeffs_of_constrained_bonds_and_angles(interchange)
235 constraint_styles = {key.associated_handler for key in interchange["Constraints"].potentials}
237 if len(constraint_styles.difference({"Bonds", "Angles"})) > 0:
--> 238 raise NotImplementedError(
239 "Found unsupported constraints case in LAMMPS input writer.",
240 )
242 constrained_bond_smirks = {
243 key.id for key in interchange["Constraints"].potentials if key.associated_handler == "Bonds"
244 }
246 constrained_angle_smirks = {
247 key.id for key in interchange["Constraints"].potentials if key.associated_handler == "Angles"
248 }
NotImplementedError: Found unsupported constraints case in LAMMPS input writer.
Software versions
- OS: Ubuntu 20.04.6 LTS
- Interchange installed via mamba. Using openff.interchange 0.4.0 and openff.toolkit 0.16.7, running Python 3.11.11
- Output of
conda list
:
# packages in environment at /home/timber/miniconda3/envs/nrel-polymers:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_gnu conda-forge
absl-py 2.1.0 pyhd8ed1ab_1 conda-forge
ambertools 23.3 py311h9fea076_6 conda-forge
amberutils 21.0 pypi_0 pypi
annotated-types 0.7.0 pyhd8ed1ab_1 conda-forge
anyio 4.8.0 pyhd8ed1ab_0 conda-forge
anytree 2.12.1 pypi_0 pypi
argon2-cffi 23.1.0 pyhd8ed1ab_1 conda-forge
argon2-cffi-bindings 21.2.0 py311h9ecbd09_5 conda-forge
arpack 3.8.0 nompi_h0baa96a_101 conda-forge
arrow 1.3.0 pyhd8ed1ab_1 conda-forge
asttokens 3.0.0 pyhd8ed1ab_1 conda-forge
astunparse 1.6.3 pyhd8ed1ab_3 conda-forge
async-lru 2.0.4 pyhd8ed1ab_1 conda-forge
attr 2.5.1 h166bdaf_1 conda-forge
attrs 24.3.0 pyh71513ae_0 conda-forge
aws-c-auth 0.7.31 h57bd9a3_0 conda-forge
aws-c-cal 0.7.4 hfd43aa1_1 conda-forge
aws-c-common 0.9.28 hb9d3cd8_0 conda-forge
aws-c-compression 0.2.19 h756ea98_1 conda-forge
aws-c-event-stream 0.4.3 h29ce20c_2 conda-forge
aws-c-http 0.8.10 h5e77a74_0 conda-forge
aws-c-io 0.14.18 h2af50b2_12 conda-forge
aws-c-mqtt 0.10.7 h02abb05_0 conda-forge
aws-c-s3 0.6.6 h834ce55_0 conda-forge
aws-c-sdkutils 0.1.19 h756ea98_3 conda-forge
aws-checksums 0.1.20 h756ea98_0 conda-forge
aws-crt-cpp 0.28.3 h3e6eb3e_6 conda-forge
aws-sdk-cpp 1.11.379 h9f1560d_11 conda-forge
babel 2.16.0 pyhd8ed1ab_1 conda-forge
beautifulsoup4 4.12.3 pyha770c72_1 conda-forge
bleach 6.2.0 pyhd8ed1ab_3 conda-forge
bleach-with-css 6.2.0 hd8ed1ab_3 conda-forge
blosc 1.21.6 hef167b5_0 conda-forge
boltons 24.0.0 pyhd8ed1ab_1 conda-forge
brotli 1.1.0 hb9d3cd8_2 conda-forge
brotli-bin 1.1.0 hb9d3cd8_2 conda-forge
brotli-python 1.1.0 py311hfdbb021_2 conda-forge
bson 0.5.9 pyhd8ed1ab_1 conda-forge
bzip2 1.0.8 h4bc722e_7 conda-forge
c-ares 1.34.4 hb9d3cd8_0 conda-forge
c-blosc2 2.15.2 h68e2383_0 conda-forge
ca-certificates 2024.12.14 hbcca054_0 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cachetools 5.5.0 pyhd8ed1ab_1 conda-forge
cairo 1.18.0 hbb29018_2 conda-forge
certifi 2024.12.14 pyhd8ed1ab_0 conda-forge
cffi 1.17.1 py311hf29c0ef_0 conda-forge
cftime 1.6.4.post1 pypi_0 pypi
chardet 5.2.0 py311h38be061_2 conda-forge
charset-normalizer 3.4.1 pyhd8ed1ab_0 conda-forge
chemspipy 2.0.0 pypi_0 pypi
cirpy 1.0.2 pypi_0 pypi
click 8.1.8 pyh707e725_0 conda-forge
click-option-group 0.5.6 pyhd8ed1ab_0 conda-forge
cloudpickle 3.1.0 pyhd8ed1ab_2 conda-forge
colorama 0.4.6 pyhd8ed1ab_1 conda-forge
comm 0.2.2 pyhd8ed1ab_1 conda-forge
contourpy 1.3.1 py311hd18a35c_0 conda-forge
cpython 3.11.11 py311hd8ed1ab_1 conda-forge
cudatoolkit 11.8.0 h4ba93d1_13 conda-forge
cycler 0.12.1 pyhd8ed1ab_1 conda-forge
cytoolz 1.0.1 py311h9ecbd09_0 conda-forge
dask-core 2024.12.1 pyhd8ed1ab_0 conda-forge
dask-jobqueue 0.9.0 pyhd8ed1ab_0 conda-forge
debugpy 1.8.11 py311hfdbb021_0 conda-forge
decorator 5.1.1 pyhd8ed1ab_1 conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 conda-forge
deprecation 2.1.0 pyh9f0ad1d_0 conda-forge
dgl 2.1.0 py311h1772aec_2 conda-forge
distributed 2024.12.1 pyhd8ed1ab_0 conda-forge
edgembar 0.2 pypi_0 pypi
ele 0.2.0 pyhd8ed1ab_0 conda-forge
entrypoints 0.4 pyhd8ed1ab_1 conda-forge
espaloma_charge 0.0.8 pyhd8ed1ab_1 conda-forge
exceptiongroup 1.2.2 pyhd8ed1ab_1 conda-forge
executing 2.1.0 pyhd8ed1ab_1 conda-forge
fftw 3.3.10 nompi_hf1063bd_110 conda-forge
filelock 3.16.1 pyhd8ed1ab_1 conda-forge
flatbuffers 24.3.25 h59595ed_0 conda-forge
font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge
font-ttf-inconsolata 3.000 h77eed37_0 conda-forge
font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge
font-ttf-ubuntu 0.83 h77eed37_3 conda-forge
fontconfig 2.15.0 h7e30c49_1 conda-forge
fonts-conda-ecosystem 1 0 conda-forge
fonts-conda-forge 1 0 conda-forge
fonttools 4.55.3 py311h2dc5d0c_1 conda-forge
forcefield-utilities 0.3.0 pyhd8ed1ab_0 conda-forge
foyer 1.0.0 pyhd8ed1ab_0 conda-forge
fqdn 1.5.1 pyhd8ed1ab_1 conda-forge
freetype 2.12.1 h267a509_2 conda-forge
freetype-py 2.3.0 pyhd8ed1ab_0 conda-forge
fsspec 2024.12.0 pyhd8ed1ab_0 conda-forge
gast 0.6.0 pyhd8ed1ab_0 conda-forge
gflags 2.2.2 h5888daf_1005 conda-forge
giflib 5.2.2 hd590300_0 conda-forge
glog 0.7.1 hbabe93e_0 conda-forge
gmp 6.3.0 hac33072_2 conda-forge
gmpy2 2.1.5 py311h0f6cedb_3 conda-forge
gmso 0.12.4 pyhd8ed1ab_1 conda-forge
google-pasta 0.2.0 pyhd8ed1ab_2 conda-forge
greenlet 3.1.1 py311hfdbb021_1 conda-forge
grpcio 1.62.2 py311ha6695c7_0 conda-forge
h11 0.14.0 pyhd8ed1ab_1 conda-forge
h2 4.1.0 pyhd8ed1ab_1 conda-forge
h5py 3.12.1 nompi_py311h5ed33ec_103 conda-forge
hdf4 4.2.15 h2a13503_7 conda-forge
hdf5 1.14.4 nompi_h2d575fe_105 conda-forge
hpack 4.0.0 pyhd8ed1ab_1 conda-forge
httpcore 1.0.7 pyh29332c3_1 conda-forge
httpx 0.28.1 pyhd8ed1ab_0 conda-forge
hyperframe 6.0.1 pyhd8ed1ab_1 conda-forge
icu 73.2 h59595ed_0 conda-forge
idna 3.10 pyhd8ed1ab_1 conda-forge
importlib-metadata 8.5.0 pyha770c72_1 conda-forge
importlib_resources 6.5.2 pyhd8ed1ab_0 conda-forge
iniconfig 2.0.0 pyhd8ed1ab_1 conda-forge
ipykernel 6.29.5 pyh3099207_0 conda-forge
ipython 8.31.0 pyh707e725_0 conda-forge
ipywidgets 8.0.4 pypi_0 pypi
isoduration 20.11.0 pyhd8ed1ab_1 conda-forge
jedi 0.19.2 pyhd8ed1ab_1 conda-forge
jinja2 3.1.5 pyhd8ed1ab_0 conda-forge
joblib 1.4.2 pyhd8ed1ab_1 conda-forge
json5 0.10.0 pyhd8ed1ab_1 conda-forge
jsonpointer 3.0.0 py311h38be061_1 conda-forge
jsonschema 4.23.0 pyhd8ed1ab_1 conda-forge
jsonschema-specifications 2024.10.1 pyhd8ed1ab_1 conda-forge
jsonschema-with-format-nongpl 4.23.0 hd8ed1ab_1 conda-forge
jupyter-lsp 2.2.5 pyhd8ed1ab_1 conda-forge
jupyter_client 8.6.3 pyhd8ed1ab_1 conda-forge
jupyter_core 5.7.2 pyh31011fe_1 conda-forge
jupyter_events 0.11.0 pyhd8ed1ab_0 conda-forge
jupyter_server 2.15.0 pyhd8ed1ab_0 conda-forge
jupyter_server_terminals 0.5.3 pyhd8ed1ab_1 conda-forge
jupyterlab 4.3.4 pyhd8ed1ab_0 conda-forge
jupyterlab_pygments 0.3.0 pyhd8ed1ab_2 conda-forge
jupyterlab_server 2.27.3 pyhd8ed1ab_1 conda-forge
jupyterlab_widgets 3.0.13 pyhd8ed1ab_1 conda-forge
keras 3.7.0 pyh753f3f9_1 conda-forge
keyutils 1.6.1 h166bdaf_0 conda-forge
kiwisolver 1.4.8 pypi_0 pypi
krb5 1.21.3 h659f571_0 conda-forge
lammps 2024.8.29.1.0 pypi_0 pypi
lark 1.2.2 pyhd8ed1ab_1 conda-forge
lcms2 2.16 hb7c19ff_0 conda-forge
ld_impl_linux-64 2.43 h712a8e2_2 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libabseil 20240116.2 cxx17_he02047a_1 conda-forge
libaec 1.1.3 h59595ed_0 conda-forge
libarrow 15.0.2 hf4cd2cf_32_cpu conda-forge
libarrow-acero 15.0.2 h5d0bfc1_32_cpu conda-forge
libarrow-dataset 15.0.2 h5d0bfc1_32_cpu conda-forge
libarrow-flight 15.0.2 ha69365d_32_cpu conda-forge
libarrow-flight-sql 15.0.2 hce182e0_32_cpu conda-forge
libarrow-gandiva 15.0.2 hecbfe32_32_cpu conda-forge
libarrow-substrait 15.0.2 hce182e0_32_cpu conda-forge
libblas 3.9.0 26_linux64_openblas conda-forge
libboost 1.82.0 h6fcfa73_6 conda-forge
libboost-python 1.82.0 py311h92ebd52_6 conda-forge
libbrotlicommon 1.1.0 hb9d3cd8_2 conda-forge
libbrotlidec 1.1.0 hb9d3cd8_2 conda-forge
libbrotlienc 1.1.0 hb9d3cd8_2 conda-forge
libcap 2.71 h39aace5_0 conda-forge
libcblas 3.9.0 26_linux64_openblas conda-forge
libcrc32c 1.1.2 h9c3ff4c_0 conda-forge
libcurl 8.11.1 h332b0f4_0 conda-forge
libdeflate 1.23 h4ddbbb0_0 conda-forge
libedit 3.1.20240808 pl5321h7949ede_0 conda-forge
libev 4.33 hd590300_2 conda-forge
libevent 2.1.12 hf998b51_1 conda-forge
libexpat 2.6.4 h5888daf_0 conda-forge
libffi 3.4.2 h7f98852_5 conda-forge
libflint 3.1.2 h6fb9888_101 conda-forge
libgcc 14.2.0 h77fa898_1 conda-forge
libgcc-ng 14.2.0 h69a702a_1 conda-forge
libgcrypt-lib 1.11.0 hb9d3cd8_2 conda-forge
libgfortran 14.2.0 h69a702a_1 conda-forge
libgfortran-ng 14.2.0 h69a702a_1 conda-forge
libgfortran5 14.2.0 hd5240d6_1 conda-forge
libglib 2.82.2 h2ff4ddf_0 conda-forge
libgomp 14.2.0 h77fa898_1 conda-forge
libgoogle-cloud 2.29.0 h435de7b_0 conda-forge
libgoogle-cloud-storage 2.29.0 h0121fbd_0 conda-forge
libgpg-error 1.51 hbd13f7d_1 conda-forge
libgrpc 1.62.2 h15f2491_0 conda-forge
libiconv 1.17 hd590300_2 conda-forge
libjpeg-turbo 3.0.0 hd590300_1 conda-forge
liblapack 3.9.0 26_linux64_openblas conda-forge
liblapacke 3.9.0 26_linux64_openblas conda-forge
libllvm16 16.0.6 hb3ce162_3 conda-forge
liblzma 5.6.3 hb9d3cd8_1 conda-forge
liblzma-devel 5.6.3 hb9d3cd8_1 conda-forge
libnetcdf 4.9.2 nompi_h2564987_115 conda-forge
libnghttp2 1.64.0 h161d5f1_0 conda-forge
libnl 3.11.0 hb9d3cd8_0 conda-forge
libnsl 2.0.1 hd590300_0 conda-forge
libopenblas 0.3.28 pthreads_h94d23a6_1 conda-forge
libparquet 15.0.2 h4141fc9_32_cpu conda-forge
libpng 1.6.45 h943b412_0 conda-forge
libprotobuf 4.25.3 hd5b35b9_1 conda-forge
libre2-11 2023.09.01 h5a48ba9_2 conda-forge
libsodium 1.0.20 h4ab18f5_0 conda-forge
libsqlite 3.47.2 hee588c1_0 conda-forge
libssh2 1.11.1 hf672d98_0 conda-forge
libstdcxx 14.2.0 hc0a3c3a_1 conda-forge
libstdcxx-ng 14.2.0 h4852527_1 conda-forge
libsystemd0 256.9 h2774228_0 conda-forge
libthrift 0.20.0 h0e7cc3e_1 conda-forge
libtiff 4.7.0 hd9ff511_3 conda-forge
libtorch 2.3.1 cpu_generic_h970db74_0 conda-forge
libudev1 256.9 h9a4d06a_2 conda-forge
liburing 2.6 h297d8ca_0 conda-forge
libutf8proc 2.8.0 hf23e847_1 conda-forge
libuuid 2.38.1 h0b41bf4_0 conda-forge
libuv 1.49.2 hb9d3cd8_0 conda-forge
libwebp-base 1.5.0 h851e524_0 conda-forge
libxcb 1.17.0 h8a09558_0 conda-forge
libxcrypt 4.4.36 hd590300_1 conda-forge
libxml2 2.12.7 h4c95cb1_3 conda-forge
libxslt 1.1.39 h76b75d6_0 conda-forge
libzip 1.11.2 h6991a6a_0 conda-forge
libzlib 1.3.1 hb9d3cd8_2 conda-forge
lightning-utilities 0.11.9 pyhd8ed1ab_1 conda-forge
locket 1.0.0 pyhd8ed1ab_0 conda-forge
lxml 5.3.0 py311hcfaa980_2 conda-forge
lz4-c 1.9.4 hcb278e6_0 conda-forge
markdown 3.6 pyhd8ed1ab_0 conda-forge
markdown-it-py 3.0.0 pyhd8ed1ab_1 conda-forge
markupsafe 3.0.2 py311h2dc5d0c_1 conda-forge
matplotlib-base 3.10.0 py311h2b939e6_0 conda-forge
matplotlib-inline 0.1.7 pyhd8ed1ab_1 conda-forge
mbuild 1.1.0 pyhd8ed1ab_0 conda-forge
mda-xdrlib 0.2.0 pyhd8ed1ab_1 conda-forge
mdtraj 1.10.2 py311h2ed89a0_0 conda-forge
mdurl 0.1.2 pyhd8ed1ab_1 conda-forge
metis 5.1.1 h59595ed_2 conda-forge
mistune 3.1.0 pyhd8ed1ab_0 conda-forge
ml_dtypes 0.3.2 py311h320fe9a_0 conda-forge
mmpbsa-py 16.0 pypi_0 pypi
mpc 1.3.1 h24ddda3_1 conda-forge
mpfr 4.2.1 h90cbb55_3 conda-forge
mpmath 1.3.0 pyhd8ed1ab_1 conda-forge
msgpack-python 1.1.0 py311hd18a35c_0 conda-forge
munkres 1.1.4 pyh9f0ad1d_0 conda-forge
namex 0.0.8 pyhd8ed1ab_1 conda-forge
nbclient 0.10.2 pyhd8ed1ab_0 conda-forge
nbconvert-core 7.16.5 pyhd8ed1ab_1 conda-forge
nbformat 5.10.4 pyhd8ed1ab_1 conda-forge
ncurses 6.5 he02047a_1 conda-forge
nest-asyncio 1.6.0 pyhd8ed1ab_1 conda-forge
netcdf-fortran 4.6.1 nompi_ha5d1325_108 conda-forge
netcdf4 1.7.2 pypi_0 pypi
networkx 3.4.2 pyh267e887_2 conda-forge
nglview 3.0.6 pypi_0 pypi
nomkl 1.0 h5ca1d4c_0 conda-forge
notebook 7.3.2 pyhd8ed1ab_0 conda-forge
notebook-shim 0.2.4 pyhd8ed1ab_1 conda-forge
numexpr 2.10.2 py311h38b10cd_100 conda-forge
numpy 1.26.4 py311h64a7726_0 conda-forge
ocl-icd 2.3.2 hb9d3cd8_2 conda-forge
ocl-icd-system 1.0.0 1 conda-forge
openbabel 3.1.1 py311h8b422cb_9 conda-forge
opencl-headers 2024.10.24 h5888daf_0 conda-forge
openeye-toolkits 2024.2.0 py311_0 openeye
openff-amber-ff-ports 0.0.4 pyhca7485f_0 conda-forge
openff-forcefields 2024.09.0 pyhff2d567_0 conda-forge
openff-interchange 0.4.0 pyhd8ed1ab_0 conda-forge
openff-interchange-base 0.4.0 pyhd8ed1ab_0 conda-forge
openff-nagl 0.5.0 pyhd8ed1ab_0 conda-forge
openff-nagl-base 0.5.0 pyhd8ed1ab_0 conda-forge
openff-nagl-models 0.3.0 pyhd8ed1ab_1 conda-forge
openff-recharge 0.5.3 pyhd8ed1ab_0 conda-forge
openff-toolkit 0.16.7 pyhd8ed1ab_0 conda-forge
openff-toolkit-base 0.16.7 pyhd8ed1ab_0 conda-forge
openff-units 0.2.2 pyhd8ed1ab_1 conda-forge
openff-utilities 0.1.13 pyhd8ed1ab_0 conda-forge
openjpeg 2.5.3 h5fbd93e_0 conda-forge
openmm 8.2.0 pypi_0 pypi
openssl 3.4.0 h7b32b05_1 conda-forge
opt_einsum 3.4.0 pyhd8ed1ab_1 conda-forge
optree 0.13.1 py311hd18a35c_1 conda-forge
orc 2.0.2 h669347b_0 conda-forge
overrides 7.7.0 pyhd8ed1ab_1 conda-forge
packaging 24.2 pyhd8ed1ab_2 conda-forge
packmol 20.15.1 hc8b2c43_1 conda-forge
packmol-memgen 2023.2.24 pypi_0 pypi
pandas 2.2.3 pypi_0 pypi
pandocfilters 1.5.1 pypi_0 pypi
panedr 0.8.0 pyhd8ed1ab_1 conda-forge
parmed 4.3.0 py311h8cc7b42_0 conda-forge
parso 0.8.4 pyhd8ed1ab_1 conda-forge
partd 1.4.2 pyhd8ed1ab_0 conda-forge
pcre2 10.44 hba22ea6_2 conda-forge
pdb4amber 22.0 pypi_0 pypi
perl 5.32.1 7_hd590300_perl5 conda-forge
pexpect 4.9.0 pyhd8ed1ab_1 conda-forge
pickleshare 0.7.5 pyhd8ed1ab_1004 conda-forge
pillow 11.1.0 py311h1322bbf_0 conda-forge
pint 0.23 pyhd8ed1ab_1 conda-forge
pip 24.3.1 pyh8b19718_2 conda-forge
pixman 0.44.2 h29eaf8c_0 conda-forge
pkgutil-resolve-name 1.3.10 pyhd8ed1ab_2 conda-forge
platformdirs 4.3.6 pyhd8ed1ab_1 conda-forge
pluggy 1.5.0 pyhd8ed1ab_1 conda-forge
polymerist 0.1.4rc1 pypi_0 pypi
pprofile 2.2.0 pypi_0 pypi
prometheus_client 0.21.1 pyhd8ed1ab_0 conda-forge
prompt-toolkit 3.0.48 pyha770c72_1 conda-forge
protobuf 4.25.3 py311hbffca5d_1 conda-forge
psutil 6.1.1 py311h9ecbd09_0 conda-forge
pthread-stubs 0.4 hb9d3cd8_1002 conda-forge
ptyprocess 0.7.0 pyhd8ed1ab_1 conda-forge
pubchempy 1.0.4 pypi_0 pypi
pure_eval 0.2.3 pyhd8ed1ab_1 conda-forge
py-cpuinfo 9.0.0 pyhd8ed1ab_1 conda-forge
py3dmol 2.4.2 pypi_0 pypi
pyarrow 15.0.2 py311h9e7c50d_32_cpu conda-forge
pycairo 1.27.0 py311h124c5f0_0 conda-forge
pycparser 2.22 pyh29332c3_1 conda-forge
pydantic 2.10.4 pyh3cfb1c2_0 conda-forge
pydantic-core 2.27.2 py311h9e33e62_0 conda-forge
pyedr 0.8.0 pyhd8ed1ab_1 conda-forge
pygments 2.19.1 pyhd8ed1ab_0 conda-forge
pymsmt 22.0 pypi_0 pypi
pyparsing 3.2.1 pyhd8ed1ab_0 conda-forge
pysocks 1.7.1 pyha55dd90_7 conda-forge
pytables 3.10.2 py311h3ebe2b2_0 conda-forge
pytest 8.3.4 pyhd8ed1ab_1 conda-forge
python 3.11.11 h9e4cc4f_1_cpython conda-forge
python-constraint 1.4.0 pyhff2d567_1 conda-forge
python-dateutil 2.9.0.post0 pyhff2d567_1 conda-forge
python-fastjsonschema 2.21.1 pyhd8ed1ab_0 conda-forge
python-flatbuffers 24.3.25 pyhe33e51e_1 conda-forge
python-json-logger 3.2.1 pypi_0 pypi
python-symengine 0.13.0 py311hb815d42_2 conda-forge
python-tzdata 2024.2 pyhd8ed1ab_1 conda-forge
python_abi 3.11 5_cp311 conda-forge
pytorch 2.3.1 cpu_generic_py311h8ca351a_0 conda-forge
pytorch-lightning 2.5.0.post0 pyh101cb37_0 conda-forge
pytraj 2.0.6 pypi_0 pypi
pytz 2024.2 pyhd8ed1ab_1 conda-forge
pyyaml 6.0.2 py311h9ecbd09_1 conda-forge
pyzmq 26.2.0 py311h7deb3e3_3 conda-forge
qhull 2020.2 h434a139_5 conda-forge
rdkit 2024.9.4 pypi_0 pypi
rdma-core 55.0 h5888daf_0 conda-forge
re2 2023.09.01 h7f4b329_2 conda-forge
readline 8.2 h8228510_1 conda-forge
referencing 0.35.1 pyhd8ed1ab_1 conda-forge
reportlab 4.2.5 py311h9ecbd09_0 conda-forge
requests 2.32.3 pyhd8ed1ab_1 conda-forge
rfc3339-validator 0.1.4 pyhd8ed1ab_1 conda-forge
rfc3986-validator 0.1.1 pyh9f0ad1d_0 conda-forge
rich 13.9.4 pyhd8ed1ab_1 conda-forge
rlpycairo 0.2.0 pyhd8ed1ab_0 conda-forge
rpds-py 0.22.3 py311h9e33e62_0 conda-forge
s2n 1.5.5 h3931f03_0 conda-forge
sander 22.0 pypi_0 pypi
scipy 1.15.0 py311hc1ac118_1 conda-forge
send2trash 1.8.3 pyh0d859eb_1 conda-forge
setuptools 75.6.0 pyhff2d567_1 conda-forge
signac 2.2.0 pyhd8ed1ab_1 conda-forge
signac-flow 0.29.0 pyhd8ed1ab_1 conda-forge
six 1.17.0 pyhd8ed1ab_0 conda-forge
sleef 3.7 h1b44611_2 conda-forge
smirnoff99frosst 1.1.0 pyh44b312d_0 conda-forge
snappy 1.2.1 h8bd8927_1 conda-forge
sniffio 1.3.1 pyhd8ed1ab_1 conda-forge
sortedcontainers 2.4.0 pyhd8ed1ab_0 conda-forge
soupsieve 2.6 pypi_0 pypi
sqlalchemy 2.0.36 py311h9ecbd09_0 conda-forge
sqlite 3.47.2 h9eae976_0 conda-forge
stack_data 0.6.3 pyhd8ed1ab_1 conda-forge
symengine 0.13.0 h95c1f20_3 conda-forge
sympy 1.13.3 pyh2585a3b_105 conda-forge
synced_collections 1.0.0 pyhd8ed1ab_1 conda-forge
tblib 3.0.0 pyhd8ed1ab_1 conda-forge
tensorboard 2.16.2 pyhd8ed1ab_0 conda-forge
tensorboard-data-server 0.7.0 py311hafd3f86_2 conda-forge
tensorflow 2.16.2 cpu_py311h6ac8430_0 conda-forge
tensorflow-base 2.16.2 cpu_py311h7888847_0 conda-forge
tensorflow-estimator 2.16.2 cpu_py311hbc9741f_0 conda-forge
termcolor 2.5.0 pyhd8ed1ab_1 conda-forge
terminado 0.18.1 pyh0d859eb_0 conda-forge
tinycss2 1.4.0 pyhd8ed1ab_0 conda-forge
tk 8.6.13 noxft_h4845f30_101 conda-forge
tomli 2.2.1 pyhd8ed1ab_1 conda-forge
toolz 1.0.0 pyhd8ed1ab_1 conda-forge
torchdata 0.7.1 py311h34085b1_7 conda-forge
torchmetrics 1.6.1 pyhd8ed1ab_0 conda-forge
tornado 6.4.2 py311h9ecbd09_0 conda-forge
tqdm 4.67.1 pyhd8ed1ab_1 conda-forge
traitlets 5.14.3 pyhd8ed1ab_1 conda-forge
treelib 1.7.0 pyhd8ed1ab_1 conda-forge
types-python-dateutil 2.9.0.20241206 pyhd8ed1ab_0 conda-forge
typing-extensions 4.12.2 hd8ed1ab_1 conda-forge
typing_extensions 4.12.2 pyha770c72_1 conda-forge
typing_utils 0.1.0 pyhd8ed1ab_1 conda-forge
tzdata 2024b hc8b5060_0 conda-forge
ucx 1.16.0 h209287a_5 conda-forge
unicodedata2 15.1.0 py311h9ecbd09_1 conda-forge
unyt 3.0.3 pyhd8ed1ab_2 conda-forge
uri-template 1.3.0 pyhd8ed1ab_1 conda-forge
urllib3 2.3.0 pyhd8ed1ab_0 conda-forge
wcwidth 0.2.13 pyhd8ed1ab_1 conda-forge
webcolors 24.11.1 pyhd8ed1ab_0 conda-forge
webencodings 0.5.1 pyhd8ed1ab_3 conda-forge
websocket-client 1.8.0 pyhd8ed1ab_1 conda-forge
werkzeug 3.1.3 pyhd8ed1ab_1 conda-forge
wheel 0.45.1 pyhd8ed1ab_1 conda-forge
widgetsnbextension 4.0.13 pyhd8ed1ab_1 conda-forge
wrapt 1.17.0 py311h9ecbd09_0 conda-forge
xmltodict 0.14.2 pyhd8ed1ab_1 conda-forge
xorg-libice 1.1.2 hb9d3cd8_0 conda-forge
xorg-libsm 1.2.5 he73a12e_0 conda-forge
xorg-libx11 1.8.10 h4f16b4b_1 conda-forge
xorg-libxau 1.0.12 hb9d3cd8_0 conda-forge
xorg-libxdmcp 1.1.5 hb9d3cd8_0 conda-forge
xorg-libxext 1.3.6 hb9d3cd8_0 conda-forge
xorg-libxrender 0.9.12 hb9d3cd8_0 conda-forge
xorg-libxt 1.3.1 hb9d3cd8_0 conda-forge
xz 5.6.3 hbcc6ac9_1 conda-forge
xz-gpl-tools 5.6.3 hbcc6ac9_1 conda-forge
xz-tools 5.6.3 hb9d3cd8_1 conda-forge
yaml 0.2.5 h7f98852_2 conda-forge
zeromq 4.3.5 h3b0a872_7 conda-forge
zict 3.0.0 pyhd8ed1ab_1 conda-forge
zipp 3.21.0 pyhd8ed1ab_1 conda-forge
zlib 1.3.1 hb9d3cd8_2 conda-forge
zlib-ng 2.2.3 h7955e40_0 conda-forge
zstandard 0.23.0 py311hbc35293_1 conda-forge
zstd 1.5.6 ha6fb4c9_0 conda-forge