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facebookresearch / Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

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Ax-Platform Issue

sssaha opened this issue · comments

commented

Just downloaded and installed KATS using Anaconda (conda-forge channel), initializing a Time Series Data shows this

WARNING:root:kats.utils.time_series_parameter_tuning requires ax-platform be installed WARNING:root:kats.models.metalearner.get_metadata requires ax-platform be installed

This is my conda package list

arrow-cpp 11.0.0 h57928b3_5_cpu conda-forge
arviz 0.13.0 pyhd8ed1ab_0 conda-forge
attrs 22.2.0 pyh71513ae_0 conda-forge
aws-c-auth 0.6.24 h40a9ba3_5 conda-forge
aws-c-cal 0.5.20 hb69e352_6 conda-forge
aws-c-common 0.8.11 hcfcfb64_0 conda-forge
aws-c-compression 0.2.16 hd5637b4_3 conda-forge
aws-c-event-stream 0.2.18 h65577ec_6 conda-forge
aws-c-http 0.7.4 h00746be_2 conda-forge
aws-c-io 0.13.17 h80dfa48_2 conda-forge
aws-c-mqtt 0.8.6 h5f99e3e_6 conda-forge
aws-c-s3 0.2.4 hb446380_3 conda-forge
aws-c-sdkutils 0.1.7 hd5637b4_3 conda-forge
aws-checksums 0.1.14 hd5637b4_3 conda-forge
aws-crt-cpp 0.19.7 h17a8c54_7 conda-forge
aws-sdk-cpp 1.10.57 h2e40523_4 conda-forge
ax-platform 0.2.3 pypi_0 pypi
backports 1.0 pyhd8ed1ab_3 conda-forge
backports.zoneinfo 0.2.1 py38h91455d4_7 conda-forge
blas 1.0 mkl
botorch 0.6.0 pypi_0 pypi
bottleneck 1.3.6 py38hbaf524b_0 conda-forge
brotli 1.0.9 hcfcfb64_8 conda-forge
brotli-bin 1.0.9 hcfcfb64_8 conda-forge
bzip2 1.0.8 h8ffe710_4 conda-forge
c-ares 1.18.1 h8ffe710_0 conda-forge
ca-certificates 2022.12.7 h5b45459_0 conda-forge
certifi 2022.12.7 pyhd8ed1ab_0 conda-forge
cffi 1.15.1 py38h57701bc_3 conda-forge
cftime 1.6.2 py38hbaf524b_1 conda-forge
colorama 0.4.6 pyhd8ed1ab_0 conda-forge
contourpy 1.0.7 py38hb1fd069_0 conda-forge
convertdate 2.4.0 pyhd8ed1ab_0 conda-forge
curl 7.88.1 h68f0423_0 conda-forge
cycler 0.11.0 pyhd8ed1ab_0 conda-forge
cython 0.29.33 py38hd3f51b4_0 conda-forge
deprecated 1.2.13 pyh6c4a22f_0 conda-forge
ephem 4.1.4 py38h91455d4_0 conda-forge
fbprophet 0.7.1 py38h7ae7562_0 conda-forge
fonttools 4.38.0 py38h91455d4_1 conda-forge
freetype 2.12.1 h546665d_1 conda-forge
future 0.18.3 pyhd8ed1ab_0 conda-forge
gflags 2.2.2 ha925a31_1004 conda-forge
glog 0.6.0 h4797de2_0 conda-forge
gpytorch 1.9.1 pyhd8ed1ab_0 conda-forge
greenlet 2.0.2 py38hd3f51b4_0 conda-forge
hdf4 4.2.15 h1b1b6ef_5 conda-forge
hdf5 1.12.2 nompi_h57737ce_101 conda-forge
hijri-converter 2.2.4 pyhd8ed1ab_0 conda-forge
holidays 0.20 pyhd8ed1ab_0 conda-forge
importlib-metadata 6.0.0 pyha770c72_0 conda-forge
importlib-resources 5.12.0 pyhd8ed1ab_0 conda-forge
importlib_resources 5.12.0 pyhd8ed1ab_0 conda-forge
intel-openmp 2023.0.0 h57928b3_25922 conda-forge
jinja2 3.1.2 pyhd8ed1ab_1 conda-forge
joblib 1.2.0 pyhd8ed1ab_0 conda-forge
jpeg 9e hcfcfb64_3 conda-forge
kats 0.2.0 pyhd8ed1ab_0 conda-forge
kiwisolver 1.4.4 py38hb1fd069_1 conda-forge
korean_lunar_calendar 0.3.1 pyhd8ed1ab_0 conda-forge
krb5 1.20.1 heb0366b_0 conda-forge
lcms2 2.14 ha5c8aab_1 conda-forge
lerc 4.0.0 h63175ca_0 conda-forge
libabseil 20220623.0 cxx17_h1a56200_6 conda-forge
libaec 1.0.6 h63175ca_1 conda-forge
libarrow 11.0.0 hbddb5ef_5_cpu conda-forge
libblas 3.9.0 12_win64_mkl conda-forge
libbrotlicommon 1.0.9 hcfcfb64_8 conda-forge
libbrotlidec 1.0.9 hcfcfb64_8 conda-forge
libbrotlienc 1.0.9 hcfcfb64_8 conda-forge
libcblas 3.9.0 12_win64_mkl conda-forge
libcrc32c 1.1.2 h0e60522_0 conda-forge
libcurl 7.88.1 h68f0423_0 conda-forge
libdeflate 1.17 hcfcfb64_0 conda-forge
libffi 3.4.2 h8ffe710_5 conda-forge
libgoogle-cloud 2.7.0 h5fc25aa_1 conda-forge
libgrpc 1.51.1 hb074f84_1 conda-forge
libhwloc 2.9.0 h51c2c0f_0 conda-forge
libiconv 1.17 h8ffe710_0 conda-forge
liblapack 3.9.0 12_win64_mkl conda-forge
libnetcdf 4.9.1 nompi_hc41bf00_101 conda-forge
libpng 1.6.39 h19919ed_0 conda-forge
libprotobuf 3.21.12 h12be248_0 conda-forge
libpython 2.2 py38haa244fe_2 conda-forge
libsqlite 3.40.0 hcfcfb64_0 conda-forge
libssh2 1.10.0 h9a1e1f7_3 conda-forge
libthrift 0.18.0 h9ce19ad_0 conda-forge
libtiff 4.5.0 hf8721a0_2 conda-forge
libutf8proc 2.8.0 h82a8f57_0 conda-forge
libuv 1.44.2 h8ffe710_0 conda-forge
libwebp-base 1.2.4 h8ffe710_0 conda-forge
libxcb 1.13 hcd874cb_1004 conda-forge
libxml2 2.10.3 hc3477c8_0 conda-forge
libzip 1.9.2 h519de47_1 conda-forge
libzlib 1.2.13 hcfcfb64_4 conda-forge
linear_operator 0.3.0 pyhd8ed1ab_0 conda-forge
llvmlite 0.39.1 py38h19421c1_1 conda-forge
lunarcalendar 0.0.9 py_0 conda-forge
lz4-c 1.9.4 hcfcfb64_0 conda-forge
m2w64-binutils 2.25.1 5 conda-forge
m2w64-bzip2 1.0.6 6 conda-forge
m2w64-crt-git 5.0.0.4636.2595836 2 conda-forge
m2w64-gcc 5.3.0 6 conda-forge
m2w64-gcc-ada 5.3.0 6 conda-forge
m2w64-gcc-fortran 5.3.0 6 conda-forge
m2w64-gcc-libgfortran 5.3.0 6 conda-forge
m2w64-gcc-libs 5.3.0 7 conda-forge
m2w64-gcc-libs-core 5.3.0 7 conda-forge
m2w64-gcc-objc 5.3.0 6 conda-forge
m2w64-gmp 6.1.0 2 conda-forge
m2w64-headers-git 5.0.0.4636.c0ad18a 2 conda-forge
m2w64-isl 0.16.1 2 conda-forge
m2w64-libiconv 1.14 6 conda-forge
m2w64-libmangle-git 5.0.0.4509.2e5a9a2 2 conda-forge
m2w64-libwinpthread-git 5.0.0.4634.697f757 2 conda-forge
m2w64-make 4.1.2351.a80a8b8 2 conda-forge
m2w64-mpc 1.0.3 3 conda-forge
m2w64-mpfr 3.1.4 4 conda-forge
m2w64-pkg-config 0.29.1 2 conda-forge
m2w64-toolchain 5.3.0 7 conda-forge
m2w64-toolchain_win-64 2.5.0 h57928b3_0 conda-forge
m2w64-tools-git 5.0.0.4592.90b8472 2 conda-forge
m2w64-windows-default-manifest 6.4 3 conda-forge
m2w64-winpthreads-git 5.0.0.4634.697f757 2 conda-forge
m2w64-zlib 1.2.8 10 conda-forge
markupsafe 2.1.2 py38h91455d4_0 conda-forge
matplotlib-base 3.7.0 py38h528a6c7_0 conda-forge
mkl 2021.4.0 h0e2418a_729 conda-forge
mkl-service 2.4.0 py38h4f8af0f_0 conda-forge
msys2-conda-epoch 20160418 1 conda-forge
multipledispatch 0.6.0 py_0 conda-forge
munkres 1.1.4 pyh9f0ad1d_0 conda-forge
netcdf4 1.6.2 nompi_py38h659934f_101 conda-forge
ninja 1.11.1 h91493d7_0 conda-forge
numba 0.56.4 py38h3873db4_0 conda-forge
numexpr 2.7.3 py38h5d928e2_2 conda-forge
numpy 1.21.6 py38h5ed9b9d_0 conda-forge
openjpeg 2.5.0 ha2aaf27_2 conda-forge
openssl 3.0.8 hcfcfb64_0 conda-forge
orc 1.8.2 hada7b9e_2 conda-forge
packaging 21.3 pyhd8ed1ab_0 conda-forge
pandas 1.3.5 py38h6214cd6_0
parameterized 0.8.1 pyhd8ed1ab_1 conda-forge
parquet-cpp 1.5.1 2 conda-forge
patsy 0.5.3 pyhd8ed1ab_0 conda-forge
pillow 9.4.0 py38h087119c_1 conda-forge
pip 23.0.1 pyhd8ed1ab_0 conda-forge
pip-system-certs 4.0 pypi_0 pypi
plotly 5.13.1 pyhd8ed1ab_0 conda-forge
polars 0.16.9 py38h4900a04_0 conda-forge
pthread-stubs 0.4 hcd874cb_1001 conda-forge
pthreads-win32 2.9.1 hfa6e2cd_3 conda-forge
pyarrow 11.0.0 py38hc72dcf3_5_cpu conda-forge
pycparser 2.21 pyhd8ed1ab_0 conda-forge
pymannkendall 1.4.2 pyh8a188c0_0 conda-forge
pymeeus 0.5.12 pyhd8ed1ab_0 conda-forge
pyparsing 3.0.9 pyhd8ed1ab_0 conda-forge
pystan 2.19.1.1 py38h02adce6_3 conda-forge
python 3.8.16 h4de0772_1_cpython conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge
python_abi 3.8 3_cp38 conda-forge
pytorch 1.12.1 cpu_py38h5e1f01c_0
pytz 2022.7.1 pyhd8ed1ab_0 conda-forge
pyyaml 6.0 py38h91455d4_5 conda-forge
re2 2023.02.01 h63175ca_0 conda-forge
scikit-learn 1.2.1 py38h69724d7_0 conda-forge
scipy 1.7.3 py38h0f6ee2a_1 conda-forge
seaborn 0.12.2 hd8ed1ab_0 conda-forge
seaborn-base 0.12.2 pyhd8ed1ab_0 conda-forge
setuptools 67.4.0 pyhd8ed1ab_0 conda-forge
setuptools-git 1.2 py_1 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
snappy 1.1.9 hfb803bf_2 conda-forge
sqlalchemy 2.0.4 py38h91455d4_0 conda-forge
statsmodels 0.13.5 py38hbaf524b_2 conda-forge
tbb 2021.8.0 h91493d7_0 conda-forge
tenacity 8.2.2 pyhd8ed1ab_0 conda-forge
threadpoolctl 3.1.0 pyh8a188c0_0 conda-forge
tk 8.6.12 h8ffe710_0 conda-forge
tqdm 4.64.1 pyhd8ed1ab_0 conda-forge
typeguard 2.13.3 pyhd8ed1ab_0 conda-forge
typing-extensions 4.4.0 hd8ed1ab_0 conda-forge
typing_extensions 4.4.0 pyha770c72_0 conda-forge
tzdata 2022g h191b570_0 conda-forge
ucrt 10.0.22621.0 h57928b3_0 conda-forge
unicodedata2 15.0.0 py38h91455d4_0 conda-forge
vc 14.3 hb6edc58_10 conda-forge
vs2015_runtime 14.34.31931 h4c5c07a_10 conda-forge
wheel 0.38.4 pyhd8ed1ab_0 conda-forge
wrapt 1.15.0 py38h91455d4_0 conda-forge
xarray 2023.1.0 pyhd8ed1ab_0 conda-forge
xarray-einstats 0.5.1 pyhd8ed1ab_0 conda-forge
xorg-libxau 1.0.9 hcd874cb_0 conda-forge
xorg-libxdmcp 1.1.3 hcd874cb_0 conda-forge
xz 5.2.6 h8d14728_0 conda-forge
yaml 0.2.5 h8ffe710_2 conda-forge
zipp 3.15.0 pyhd8ed1ab_0 conda-forge
zlib 1.2.13 hcfcfb64_4 conda-forge
zstd 1.5.2 h12be248_6 conda-forge

commented

Have these two warnings been resolved? Is it a big impact?