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GitHub / PV-Lab / PvkAdditives

Hypothesis generation using combination of RFE, random forest regression/ classification, and SHAP for additives in perovskite single-crystal synthesis.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PV-Lab%2FPvkAdditives

Stars: 4
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 3.84 MB
Dependencies: 88

Created: over 2 years ago
Updated: almost 2 years ago
Last pushed: over 1 year ago
Last synced: 4 months ago

Files

Readme

Dependencies

environment.yml conda

backcall 0.2.0
blas 1.0
boost 1.74.0
boost-cpp 1.74.0
bottleneck 1.3.2
brotli 1.0.9
bzip2 1.0.8
ca-certificates 2021.7.5
cairo 1.16.0
certifi 2021.5.30
cloudpickle 1.6.0
colorama 0.4.4
cycler 0.10.0
decorator 5.0.9
fontconfig 2.13.1
fonttools 4.25.0
freetype 2.10.4
gettext 0.19.8.1
git 2.23.0
greenlet 1.1.0
icu 68.1
intel-openmp 2021.3.0
ipython 7.26.0
ipython_genutils 0.2.0
jbig 2.1
jedi 0.18.0
jpeg 9d
jupyter_client 6.1.12
jupyter_core 4.7.1
kiwisolver 1.3.1
lerc 2.2.1
libdeflate 1.7
libffi 3.3
libglib 2.68.3
libiconv 1.16
libpng 1.6.37
libtiff 4.3.0
libxml2 2.9.12
lz4-c 1.9.3
matplotlib-base 3.4.2
matplotlib-inline 0.1.2
mkl 2021.3.0
mkl-service 2.4.0
mkl_fft 1.3.0
mkl_random 1.2.2
mordred 1.2.0
munkres 1.1.4
networkx 2.6.2
numexpr 2.7.3
numpy 1.20.3
numpy-base 1.20.3
olefile 0.46
openssl 1.1.1k
pandas 1.3.1
parso 0.8.2
pcre 8.45
pickleshare 0.7.5
pillow 8.3.1
pip 21.2.2
pixman 0.40.0
prompt-toolkit 3.0.8
pycairo 1.19.1
pygments 2.9.0
pyparsing 2.4.7
python 3.8.11
python-dateutil 2.8.2
python_abi 3.8
pytz 2021.1
pywin32 227
pyzmq 22.2.1
rdkit 2021.03.4
reportlab 3.5.67
setuptools 52.0.0
six 1.16.0
sqlalchemy 1.4.22
sqlite 3.36.0
tk 8.6.10
tornado 6.1
tqdm 4.50.2
traitlets 5.0.5
vc 14.2
vs2015_runtime 14.27.29016
wcwidth 0.2.5
wheel 0.36.2
wincertstore 0.2
xz 5.2.5
zlib 1.2.11
zstd 1.5.0