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GitHub / ddahlmeier / sutd-mlops-course-code

Code materials for the SUTD MLOps course

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ddahlmeier%2Fsutd-mlops-course-code

Stars: 5
Forks: 2
Open Issues: 7

License: apache-2.0
Language: Jupyter Notebook
Repo Size: 450 KB
Dependencies: 1,234

Created: 5 months ago
Updated: 2 months ago
Last pushed: 3 months ago
Last synced: 2 months ago

Files

Readme

Dependencies

scripts/requirements.txt pypi

accelerate ==0.21.0
safetensors >=0.3.1
tokenizers >=0.13.3
transformers ==4.31.0

wandb/run-20240117_131826-5duyxk5b/files/requirements.txt pypi

absl-py ==2.0.0
accelerate ==0.21.0
aiobotocore ==2.7.0
aiohttp ==3.8.6
aioitertools ==0.11.0
aiosignal ==1.3.1
aiosqlite ==0.19.0
altair ==5.1.2
amazon-codewhisperer-jupyterlab-ext ==2.0.1
amazon-sagemaker-jupyter-scheduler ==3.0.4
ansi2html ==0.0.0
ansiwrap ==0.8.4
antlr4-python3-runtime ==4.9.3
anyio ==3.7.1
appdirs ==1.4.4
archspec ==0.2.2
argon2-cffi ==23.1.0
argon2-cffi-bindings ==21.2.0
arrow ==1.3.0
astroid ==3.0.1
asttokens ==2.4.1
astunparse ==1.6.3
async-lru ==2.0.4
async-timeout ==4.0.3
attrs ==23.1.0
autogluon ==0.8.2
autogluon.common ==0.8.2
autogluon.core ==0.8.2
autogluon.features ==0.8.2
autogluon.multimodal ==0.8.2
autogluon.tabular ==0.8.2
autogluon.timeseries ==0.8.2
autopep8 ==2.0.4
autovizwidget ==0.21.0
aws-embedded-metrics ==3.2.0
aws-glue-sessions ==1.0.2
babel ==2.13.1
backports.functools-lru-cache ==1.6.5
beautifulsoup4 ==4.12.2
binaryornot ==0.4.4
black ==23.10.1
bleach ==6.1.0
blinker ==1.7.0
blis ==0.7.10
boltons ==23.0.0
boto3 ==1.28.64
botocore ==1.31.64
brotli ==1.0.9
cached-property ==1.5.2
cachetools ==5.3.2
catalogue ==2.0.10
catboost ==1.2.2
certifi ==2023.7.22
cffi ==1.16.0
chardet ==5.2.0
charset-normalizer ==3.3.2
click ==8.1.7
cloudpathlib ==0.16.0
cloudpickle ==2.2.1
colorama ==0.4.6
comm ==0.1.4
conda ==23.10.0
conda-libmamba-solver ==23.11.0
conda-package-handling ==2.2.0
conda-package-streaming ==0.9.0
confection ==0.1.3
contextlib2 ==21.6.0
contourpy ==1.2.0
cookiecutter ==2.4.0
croniter ==1.4.1
cryptography ==41.0.5
cycler ==0.12.1
cymem ==2.0.8
cytoolz ==0.12.2
dash ==2.14.1
dask ==2023.10.1
dataclasses ==0.8
dataclasses-json ==0.5.7
datasets ==2.14.6
debugpy ==1.8.0
decorator ==5.1.1
deepmerge ==1.1.0
defusedxml ==0.7.1
dill ==0.3.7
distributed ==2023.10.1
docker-pycreds ==0.4.0
docstring-to-markdown ==0.13
entrypoints ==0.4
et-xmlfile ==1.1.0
evaluate ==0.4.1
exceptiongroup ==1.1.3
executing ==2.0.1
faiss ==1.7.4
fastai ==2.7.13
fastcore ==1.5.29
fastdownload ==0.0.7
fastjsonschema ==2.18.1
fastprogress ==1.0.3
filelock ==3.13.1
flake8 ==6.1.0
flask ==3.0.0
flatbuffers ==23.5.26
fonttools ==4.44.0
fqdn ==1.5.1
frozenlist ==1.4.0
fsspec ==2023.6.0
future ==0.18.3
gast ==0.4.0
gdown ==4.7.1
gitdb ==4.0.11
gitpython ==3.1.40
gluonts ==0.13.7
gmpy2 ==2.1.2
google-api-core ==2.13.0
google-auth ==2.23.4
google-auth-oauthlib ==1.0.0
google-pasta ==0.2.0
googleapis-common-protos ==1.61.0
graphviz ==0.20.1
greenlet ==3.0.1
grpcio ==1.54.3
gssapi ==1.8.3
h5py ==3.10.0
hdijupyterutils ==0.21.0
huggingface-hub ==0.19.0
idna ==3.4
imagecodecs ==2023.8.12
imageio ==2.31.5
importlib-metadata ==6.8.0
importlib-resources ==6.1.1
ipykernel ==6.26.0
ipython ==8.17.2
ipywidgets ==8.1.1
isoduration ==20.11.0
isort ==5.12.0
itsdangerous ==2.1.2
jax ==0.4.19
jaxlib ==0.4.14
jedi ==0.19.1
jinja2 ==3.1.2
jmespath ==1.0.1
joblib ==1.3.2
json5 ==0.9.14
jsonpatch ==1.33
jsonpath-ng ==1.6.0
jsonpointer ==2.4
jsonschema ==4.17.3
jupyter ==1.0.0
jupyter-ai ==2.5.0
jupyter-ai-magics ==2.5.0
jupyter-client ==8.6.0
jupyter-console ==6.6.3
jupyter-core ==5.5.0
jupyter-dash ==0.4.2
jupyter-events ==0.6.3
jupyter-lsp ==2.2.0
jupyter-scheduler ==2.3.0
jupyter-server ==2.10.0
jupyter-server-proxy ==4.1.0
jupyter-server-terminals ==0.4.4
jupyterlab ==4.0.8
jupyterlab-pygments ==0.2.2
jupyterlab-server ==2.24.0
jupyterlab-widgets ==3.0.9
keras ==2.12.0
keras-preprocessing ==1.1.2
kiwisolver ==1.4.5
krb5 ==0.5.1
langchain ==0.0.318
langcodes ==3.3.0
langsmith ==0.0.60
libmambapy ==1.5.3
lightgbm ==3.3.5
lightning-utilities ==0.9.0
llvmlite ==0.41.1
locket ==1.0.0
markdown ==3.5.1
markdown-it-py ==3.0.0
markupsafe ==2.1.3
marshmallow ==3.20.1
marshmallow-enum ==1.5.1
matplotlib ==3.8.1
matplotlib-inline ==0.1.6
mccabe ==0.7.0
mdurl ==0.1.0
mistune ==3.0.2
ml-dtypes ==0.3.1
mlforecast ==0.7.3
mock ==5.1.0
model-index ==0.1.11
mpmath ==1.3.0
msgpack ==1.0.6
multidict ==6.0.4
multiprocess ==0.70.15
munkres ==1.1.4
murmurhash ==1.0.10
mypy-extensions ==1.0.0
nbclient ==0.8.0
nbconvert ==7.11.0
nbformat ==5.9.2
nest-asyncio ==1.5.8
networkx ==3.2.1
nlpaug ==1.1.11
nltk ==3.8.1
nose ==1.3.7
notebook ==7.0.6
notebook-shim ==0.2.3
nptyping ==2.4.1
numba ==0.58.1
numexpr ==2.8.7
numpy ==1.26.0
oauthlib ==3.2.2
omegaconf ==2.2.3
openai ==0.28.1
openapi-schema-pydantic ==1.2.4
openmim ==0.3.7
openpyxl ==3.1.2
opt-einsum ==3.3.0
ordered-set ==4.1.0
overrides ==7.4.0
packaging ==23.2
pandas ==2.1.2
pandas-stubs ==2.1.1.230928
pandocfilters ==1.5.0
papermill ==2.4.0
parso ==0.8.3
partd ==1.4.1
pathos ==0.3.1
pathspec ==0.11.2
pathtools ==0.1.2
pathy ==0.10.2
patsy ==0.5.3
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==9.5.0
pip ==23.3.1
pkgutil-resolve-name ==1.3.10
platformdirs ==3.5.1
plotly ==5.18.0
pluggy ==1.3.0
ply ==3.11
pox ==0.3.3
ppft ==1.7.6.7
preshed ==3.0.9
prometheus-client ==0.18.0
prompt-toolkit ==3.0.39
protobuf ==4.21.12
psutil ==5.9.5
ptyprocess ==0.7.0
pure-eval ==0.2.2
pure-sasl ==0.6.2
pyarrow ==12.0.1
pyasn1 ==0.5.0
pyasn1-modules ==0.3.0
pycodestyle ==2.11.1
pycosat ==0.6.6
pycparser ==2.21
pydantic ==1.10.13
pydocstyle ==6.3.0
pyflakes ==3.1.0
pygments ==2.16.1
pyhive ==0.7.0
pyjwt ==2.8.0
pylint ==3.0.2
pyopenssl ==23.3.0
pyparsing ==3.1.1
pyqt5 ==5.15.9
pyqt5-sip ==12.12.2
pyrsistent ==0.20.0
pysocks ==1.7.1
pyspnego ==0.9.1
pytesseract ==0.3.10
python-dateutil ==2.8.2
python-json-logger ==2.0.7
python-lsp-jsonrpc ==1.1.2
python-lsp-server ==1.9.0
python-slugify ==8.0.1
pytoolconfig ==1.2.5
pytorch-lightning ==2.0.9
pytorch-metric-learning ==1.7.3
pytz ==2023.3
pyu2f ==0.1.5
pywavelets ==1.4.1
pyyaml ==6.0.1
pyzmq ==25.1.1
qtconsole ==5.5.0
qtpy ==2.4.1
regex ==2023.10.3
requests ==2.31.0
requests-kerberos ==0.14.0
requests-oauthlib ==1.3.1
responses ==0.18.0
retrying ==1.3.3
rfc3339-validator ==0.1.4
rfc3986-validator ==0.1.1
rich ==13.6.0
rope ==1.11.0
rsa ==4.9
ruamel.yaml ==0.18.5
ruamel.yaml.clib ==0.2.7
s3transfer ==0.7.0
sacremoses ==0.0.53
safetensors ==0.3.3
sagemaker ==2.197.0
sagemaker-headless-execution-driver ==0.0.9
sagemaker-jupyterlab-emr-extension ==0.1.9
sagemaker-jupyterlab-extension ==0.1.9
sagemaker-jupyterlab-extension-common ==0.1.9
sagemaker-kernel-wrapper ==0.0.2
sagemaker-studio-analytics-extension ==0.0.21
sagemaker-studio-sparkmagic-lib ==0.1.4
sasl ==0.3.1
schema ==0.7.5
scikit-image ==0.19.3
scikit-learn ==1.3.2
scipy ==1.11.3
seaborn ==0.13.1
send2trash ==1.8.2
sentencepiece ==0.1.99
sentry-sdk ==1.34.0
seqeval ==1.2.2
setproctitle ==1.3.3
setuptools ==68.2.2
shellingham ==1.5.4
simpervisor ==1.0.0
sip ==6.7.12
six ==1.16.0
smart-open ==5.2.1
smdebug-rulesconfig ==1.0.1
smmap ==5.0.0
sniffio ==1.3.0
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
soupsieve ==2.5
spacy ==3.7.2
spacy-legacy ==3.0.12
spacy-loggers ==1.0.5
sparkmagic ==0.21.0
sqlalchemy ==1.4.49
srsly ==2.4.8
stack-data ==0.6.2
statsforecast ==1.4.0
statsmodels ==0.14.0
stringcase ==1.2.0
supervisor ==4.2.5
sympy ==1.12
tabulate ==0.9.0
tblib ==1.7.0
tenacity ==8.2.3
tensorboard ==2.12.3
tensorboard-data-server ==0.7.0
tensorflow ==2.12.1
tensorflow-estimator ==2.12.0
termcolor ==2.3.0
terminado ==0.17.1
text-unidecode ==1.3
textwrap3 ==0.9.2
thinc ==8.2.1
threadpoolctl ==3.2.0
thrift ==0.19.0
thrift-sasl ==0.4.3
tifffile ==2023.9.26
tiktoken ==0.5.1
timm ==0.9.10
tinycss2 ==1.2.1
tokenizers ==0.13.3
toml ==0.10.2
tomli ==2.0.1
tomlkit ==0.12.2
toolz ==0.12.0
torch ==2.0.0.post200
torchmetrics ==1.0.3
torchvision ==0.15.2a0
tornado ==6.3.3
tqdm ==4.66.1
traitlets ==5.13.0
transformers ==4.31.0
truststore ==0.8.0
typer ==0.9.0
types-python-dateutil ==2.8.19.14
types-pytz ==2023.3.1.1
typing-extensions ==4.5.0
typing-inspect ==0.9.0
typing-utils ==0.1.0
typish ==1.9.3
tzdata ==2023.3
ujson ==5.8.0
unicodedata2 ==15.1.0
uri-template ==1.3.0
urllib3 ==1.26.18
wandb ==0.15.12
wasabi ==1.1.2
wcwidth ==0.2.9
weasel ==0.3.4
webcolors ==1.13
webencodings ==0.5.1
websocket-client ==1.6.4
werkzeug ==3.0.1
whatthepatch ==1.0.5
wheel ==0.41.3
widgetsnbextension ==4.0.9
window-ops ==0.0.14
wrapt ==1.15.0
xgboost ==1.7.6
xxhash ==3.4.1
yapf ==0.40.1
yarl ==1.9.2
zict ==3.0.0
zipp ==3.17.0
zstandard ==0.22.0

wandb/run-20240117_131929-xo8vmv12/files/requirements.txt pypi

absl-py ==2.0.0
accelerate ==0.21.0
aiobotocore ==2.7.0
aiohttp ==3.8.6
aioitertools ==0.11.0
aiosignal ==1.3.1
aiosqlite ==0.19.0
altair ==5.1.2
amazon-codewhisperer-jupyterlab-ext ==2.0.1
amazon-sagemaker-jupyter-scheduler ==3.0.4
ansi2html ==0.0.0
ansiwrap ==0.8.4
antlr4-python3-runtime ==4.9.3
anyio ==3.7.1
appdirs ==1.4.4
archspec ==0.2.2
argon2-cffi ==23.1.0
argon2-cffi-bindings ==21.2.0
arrow ==1.3.0
astroid ==3.0.1
asttokens ==2.4.1
astunparse ==1.6.3
async-lru ==2.0.4
async-timeout ==4.0.3
attrs ==23.1.0
autogluon ==0.8.2
autogluon.common ==0.8.2
autogluon.core ==0.8.2
autogluon.features ==0.8.2
autogluon.multimodal ==0.8.2
autogluon.tabular ==0.8.2
autogluon.timeseries ==0.8.2
autopep8 ==2.0.4
autovizwidget ==0.21.0
aws-embedded-metrics ==3.2.0
aws-glue-sessions ==1.0.2
babel ==2.13.1
backports.functools-lru-cache ==1.6.5
beautifulsoup4 ==4.12.2
binaryornot ==0.4.4
black ==23.10.1
bleach ==6.1.0
blinker ==1.7.0
blis ==0.7.10
boltons ==23.0.0
boto3 ==1.28.64
botocore ==1.31.64
brotli ==1.0.9
cached-property ==1.5.2
cachetools ==5.3.2
catalogue ==2.0.10
catboost ==1.2.2
certifi ==2023.7.22
cffi ==1.16.0
chardet ==5.2.0
charset-normalizer ==3.3.2
click ==8.1.7
cloudpathlib ==0.16.0
cloudpickle ==2.2.1
colorama ==0.4.6
comm ==0.1.4
conda ==23.10.0
conda-libmamba-solver ==23.11.0
conda-package-handling ==2.2.0
conda-package-streaming ==0.9.0
confection ==0.1.3
contextlib2 ==21.6.0
contourpy ==1.2.0
cookiecutter ==2.4.0
croniter ==1.4.1
cryptography ==41.0.5
cycler ==0.12.1
cymem ==2.0.8
cytoolz ==0.12.2
dash ==2.14.1
dask ==2023.10.1
dataclasses ==0.8
dataclasses-json ==0.5.7
datasets ==2.14.6
debugpy ==1.8.0
decorator ==5.1.1
deepmerge ==1.1.0
defusedxml ==0.7.1
dill ==0.3.7
distributed ==2023.10.1
docker-pycreds ==0.4.0
docstring-to-markdown ==0.13
entrypoints ==0.4
et-xmlfile ==1.1.0
evaluate ==0.4.1
exceptiongroup ==1.1.3
executing ==2.0.1
faiss ==1.7.4
fastai ==2.7.13
fastcore ==1.5.29
fastdownload ==0.0.7
fastjsonschema ==2.18.1
fastprogress ==1.0.3
filelock ==3.13.1
flake8 ==6.1.0
flask ==3.0.0
flatbuffers ==23.5.26
fonttools ==4.44.0
fqdn ==1.5.1
frozenlist ==1.4.0
fsspec ==2023.6.0
future ==0.18.3
gast ==0.4.0
gdown ==4.7.1
gitdb ==4.0.11
gitpython ==3.1.40
gluonts ==0.13.7
gmpy2 ==2.1.2
google-api-core ==2.13.0
google-auth ==2.23.4
google-auth-oauthlib ==1.0.0
google-pasta ==0.2.0
googleapis-common-protos ==1.61.0
graphviz ==0.20.1
greenlet ==3.0.1
grpcio ==1.54.3
gssapi ==1.8.3
h5py ==3.10.0
hdijupyterutils ==0.21.0
huggingface-hub ==0.19.0
idna ==3.4
imagecodecs ==2023.8.12
imageio ==2.31.5
importlib-metadata ==6.8.0
importlib-resources ==6.1.1
ipykernel ==6.26.0
ipython ==8.17.2
ipywidgets ==8.1.1
isoduration ==20.11.0
isort ==5.12.0
itsdangerous ==2.1.2
jax ==0.4.19
jaxlib ==0.4.14
jedi ==0.19.1
jinja2 ==3.1.2
jmespath ==1.0.1
joblib ==1.3.2
json5 ==0.9.14
jsonpatch ==1.33
jsonpath-ng ==1.6.0
jsonpointer ==2.4
jsonschema ==4.17.3
jupyter ==1.0.0
jupyter-ai ==2.5.0
jupyter-ai-magics ==2.5.0
jupyter-client ==8.6.0
jupyter-console ==6.6.3
jupyter-core ==5.5.0
jupyter-dash ==0.4.2
jupyter-events ==0.6.3
jupyter-lsp ==2.2.0
jupyter-scheduler ==2.3.0
jupyter-server ==2.10.0
jupyter-server-proxy ==4.1.0
jupyter-server-terminals ==0.4.4
jupyterlab ==4.0.8
jupyterlab-pygments ==0.2.2
jupyterlab-server ==2.24.0
jupyterlab-widgets ==3.0.9
keras ==2.12.0
keras-preprocessing ==1.1.2
kiwisolver ==1.4.5
krb5 ==0.5.1
langchain ==0.0.318
langcodes ==3.3.0
langsmith ==0.0.60
libmambapy ==1.5.3
lightgbm ==3.3.5
lightning-utilities ==0.9.0
llvmlite ==0.41.1
locket ==1.0.0
markdown ==3.5.1
markdown-it-py ==3.0.0
markupsafe ==2.1.3
marshmallow ==3.20.1
marshmallow-enum ==1.5.1
matplotlib ==3.8.1
matplotlib-inline ==0.1.6
mccabe ==0.7.0
mdurl ==0.1.0
mistune ==3.0.2
ml-dtypes ==0.3.1
mlforecast ==0.7.3
mock ==5.1.0
model-index ==0.1.11
mpmath ==1.3.0
msgpack ==1.0.6
multidict ==6.0.4
multiprocess ==0.70.15
munkres ==1.1.4
murmurhash ==1.0.10
mypy-extensions ==1.0.0
nbclient ==0.8.0
nbconvert ==7.11.0
nbformat ==5.9.2
nest-asyncio ==1.5.8
networkx ==3.2.1
nlpaug ==1.1.11
nltk ==3.8.1
nose ==1.3.7
notebook ==7.0.6
notebook-shim ==0.2.3
nptyping ==2.4.1
numba ==0.58.1
numexpr ==2.8.7
numpy ==1.26.0
oauthlib ==3.2.2
omegaconf ==2.2.3
openai ==0.28.1
openapi-schema-pydantic ==1.2.4
openmim ==0.3.7
openpyxl ==3.1.2
opt-einsum ==3.3.0
ordered-set ==4.1.0
overrides ==7.4.0
packaging ==23.2
pandas ==2.1.2
pandas-stubs ==2.1.1.230928
pandocfilters ==1.5.0
papermill ==2.4.0
parso ==0.8.3
partd ==1.4.1
pathos ==0.3.1
pathspec ==0.11.2
pathtools ==0.1.2
pathy ==0.10.2
patsy ==0.5.3
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==9.5.0
pip ==23.3.1
pkgutil-resolve-name ==1.3.10
platformdirs ==3.5.1
plotly ==5.18.0
pluggy ==1.3.0
ply ==3.11
pox ==0.3.3
ppft ==1.7.6.7
preshed ==3.0.9
prometheus-client ==0.18.0
prompt-toolkit ==3.0.39
protobuf ==4.21.12
psutil ==5.9.5
ptyprocess ==0.7.0
pure-eval ==0.2.2
pure-sasl ==0.6.2
pyarrow ==12.0.1
pyasn1 ==0.5.0
pyasn1-modules ==0.3.0
pycodestyle ==2.11.1
pycosat ==0.6.6
pycparser ==2.21
pydantic ==1.10.13
pydocstyle ==6.3.0
pyflakes ==3.1.0
pygments ==2.16.1
pyhive ==0.7.0
pyjwt ==2.8.0
pylint ==3.0.2
pyopenssl ==23.3.0
pyparsing ==3.1.1
pyqt5 ==5.15.9
pyqt5-sip ==12.12.2
pyrsistent ==0.20.0
pysocks ==1.7.1
pyspnego ==0.9.1
pytesseract ==0.3.10
python-dateutil ==2.8.2
python-json-logger ==2.0.7
python-lsp-jsonrpc ==1.1.2
python-lsp-server ==1.9.0
python-slugify ==8.0.1
pytoolconfig ==1.2.5
pytorch-lightning ==2.0.9
pytorch-metric-learning ==1.7.3
pytz ==2023.3
pyu2f ==0.1.5
pywavelets ==1.4.1
pyyaml ==6.0.1
pyzmq ==25.1.1
qtconsole ==5.5.0
qtpy ==2.4.1
regex ==2023.10.3
requests ==2.31.0
requests-kerberos ==0.14.0
requests-oauthlib ==1.3.1
responses ==0.18.0
retrying ==1.3.3
rfc3339-validator ==0.1.4
rfc3986-validator ==0.1.1
rich ==13.6.0
rope ==1.11.0
rsa ==4.9
ruamel.yaml ==0.18.5
ruamel.yaml.clib ==0.2.7
s3transfer ==0.7.0
sacremoses ==0.0.53
safetensors ==0.3.3
sagemaker ==2.197.0
sagemaker-headless-execution-driver ==0.0.9
sagemaker-jupyterlab-emr-extension ==0.1.9
sagemaker-jupyterlab-extension ==0.1.9
sagemaker-jupyterlab-extension-common ==0.1.9
sagemaker-kernel-wrapper ==0.0.2
sagemaker-studio-analytics-extension ==0.0.21
sagemaker-studio-sparkmagic-lib ==0.1.4
sasl ==0.3.1
schema ==0.7.5
scikit-image ==0.19.3
scikit-learn ==1.3.2
scipy ==1.11.3
seaborn ==0.13.1
send2trash ==1.8.2
sentencepiece ==0.1.99
sentry-sdk ==1.34.0
seqeval ==1.2.2
setproctitle ==1.3.3
setuptools ==68.2.2
shellingham ==1.5.4
simpervisor ==1.0.0
sip ==6.7.12
six ==1.16.0
smart-open ==5.2.1
smdebug-rulesconfig ==1.0.1
smmap ==5.0.0
sniffio ==1.3.0
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
soupsieve ==2.5
spacy ==3.7.2
spacy-legacy ==3.0.12
spacy-loggers ==1.0.5
sparkmagic ==0.21.0
sqlalchemy ==1.4.49
srsly ==2.4.8
stack-data ==0.6.2
statsforecast ==1.4.0
statsmodels ==0.14.0
stringcase ==1.2.0
supervisor ==4.2.5
sympy ==1.12
tabulate ==0.9.0
tblib ==1.7.0
tenacity ==8.2.3
tensorboard ==2.12.3
tensorboard-data-server ==0.7.0
tensorflow ==2.12.1
tensorflow-estimator ==2.12.0
termcolor ==2.3.0
terminado ==0.17.1
text-unidecode ==1.3
textwrap3 ==0.9.2
thinc ==8.2.1
threadpoolctl ==3.2.0
thrift ==0.19.0
thrift-sasl ==0.4.3
tifffile ==2023.9.26
tiktoken ==0.5.1
timm ==0.9.10
tinycss2 ==1.2.1
tokenizers ==0.13.3
toml ==0.10.2
tomli ==2.0.1
tomlkit ==0.12.2
toolz ==0.12.0
torch ==2.0.0.post200
torchmetrics ==1.0.3
torchvision ==0.15.2a0
tornado ==6.3.3
tqdm ==4.66.1
traitlets ==5.13.0
transformers ==4.31.0
truststore ==0.8.0
typer ==0.9.0
types-python-dateutil ==2.8.19.14
types-pytz ==2023.3.1.1
typing-extensions ==4.5.0
typing-inspect ==0.9.0
typing-utils ==0.1.0
typish ==1.9.3
tzdata ==2023.3
ujson ==5.8.0
unicodedata2 ==15.1.0
uri-template ==1.3.0
urllib3 ==1.26.18
wandb ==0.15.12
wasabi ==1.1.2
wcwidth ==0.2.9
weasel ==0.3.4
webcolors ==1.13
webencodings ==0.5.1
websocket-client ==1.6.4
werkzeug ==3.0.1
whatthepatch ==1.0.5
wheel ==0.41.3
widgetsnbextension ==4.0.9
window-ops ==0.0.14
wrapt ==1.15.0
xgboost ==1.7.6
xxhash ==3.4.1
yapf ==0.40.1
yarl ==1.9.2
zict ==3.0.0
zipp ==3.17.0
zstandard ==0.22.0

wandb/run-20240117_134041-zz60b430/files/requirements.txt pypi

absl-py ==2.0.0
accelerate ==0.21.0
aiobotocore ==2.7.0
aiohttp ==3.8.6
aioitertools ==0.11.0
aiosignal ==1.3.1
aiosqlite ==0.19.0
altair ==5.1.2
amazon-codewhisperer-jupyterlab-ext ==2.0.1
amazon-sagemaker-jupyter-scheduler ==3.0.4
ansi2html ==0.0.0
ansiwrap ==0.8.4
antlr4-python3-runtime ==4.9.3
anyio ==3.7.1
appdirs ==1.4.4
archspec ==0.2.2
argon2-cffi ==23.1.0
argon2-cffi-bindings ==21.2.0
arrow ==1.3.0
astroid ==3.0.1
asttokens ==2.4.1
astunparse ==1.6.3
async-lru ==2.0.4
async-timeout ==4.0.3
attrs ==23.1.0
autogluon ==0.8.2
autogluon.common ==0.8.2
autogluon.core ==0.8.2
autogluon.features ==0.8.2
autogluon.multimodal ==0.8.2
autogluon.tabular ==0.8.2
autogluon.timeseries ==0.8.2
autopep8 ==2.0.4
autovizwidget ==0.21.0
aws-embedded-metrics ==3.2.0
aws-glue-sessions ==1.0.2
babel ==2.13.1
backports.functools-lru-cache ==1.6.5
beautifulsoup4 ==4.12.2
binaryornot ==0.4.4
black ==23.10.1
bleach ==6.1.0
blinker ==1.7.0
blis ==0.7.10
boltons ==23.0.0
boto3 ==1.28.64
botocore ==1.31.64
brotli ==1.0.9
cached-property ==1.5.2
cachetools ==5.3.2
catalogue ==2.0.10
catboost ==1.2.2
certifi ==2023.7.22
cffi ==1.16.0
chardet ==5.2.0
charset-normalizer ==3.3.2
click ==8.1.7
cloudpathlib ==0.16.0
cloudpickle ==2.2.1
colorama ==0.4.6
comm ==0.1.4
conda ==23.10.0
conda-libmamba-solver ==23.11.0
conda-package-handling ==2.2.0
conda-package-streaming ==0.9.0
confection ==0.1.3
contextlib2 ==21.6.0
contourpy ==1.2.0
cookiecutter ==2.4.0
croniter ==1.4.1
cryptography ==41.0.5
cycler ==0.12.1
cymem ==2.0.8
cytoolz ==0.12.2
dash ==2.14.1
dask ==2023.10.1
dataclasses ==0.8
dataclasses-json ==0.5.7
datasets ==2.14.6
debugpy ==1.8.0
decorator ==5.1.1
deepmerge ==1.1.0
defusedxml ==0.7.1
dill ==0.3.7
distributed ==2023.10.1
docker-pycreds ==0.4.0
docstring-to-markdown ==0.13
entrypoints ==0.4
et-xmlfile ==1.1.0
evaluate ==0.4.1
exceptiongroup ==1.1.3
executing ==2.0.1
faiss ==1.7.4
fastai ==2.7.13
fastcore ==1.5.29
fastdownload ==0.0.7
fastjsonschema ==2.18.1
fastprogress ==1.0.3
filelock ==3.13.1
flake8 ==6.1.0
flask ==3.0.0
flatbuffers ==23.5.26
fonttools ==4.44.0
fqdn ==1.5.1
frozenlist ==1.4.0
fsspec ==2023.6.0
future ==0.18.3
gast ==0.4.0
gdown ==4.7.1
gitdb ==4.0.11
gitpython ==3.1.40
gluonts ==0.13.7
gmpy2 ==2.1.2
google-api-core ==2.13.0
google-auth ==2.23.4
google-auth-oauthlib ==1.0.0
google-pasta ==0.2.0
googleapis-common-protos ==1.61.0
graphviz ==0.20.1
greenlet ==3.0.1
grpcio ==1.54.3
gssapi ==1.8.3
h5py ==3.10.0
hdijupyterutils ==0.21.0
huggingface-hub ==0.19.0
idna ==3.4
imagecodecs ==2023.8.12
imageio ==2.31.5
importlib-metadata ==6.8.0
importlib-resources ==6.1.1
ipykernel ==6.26.0
ipython ==8.17.2
ipywidgets ==8.1.1
isoduration ==20.11.0
isort ==5.12.0
itsdangerous ==2.1.2
jax ==0.4.19
jaxlib ==0.4.14
jedi ==0.19.1
jinja2 ==3.1.2
jmespath ==1.0.1
joblib ==1.3.2
json5 ==0.9.14
jsonpatch ==1.33
jsonpath-ng ==1.6.0
jsonpointer ==2.4
jsonschema ==4.17.3
jupyter ==1.0.0
jupyter-ai ==2.5.0
jupyter-ai-magics ==2.5.0
jupyter-client ==8.6.0
jupyter-console ==6.6.3
jupyter-core ==5.5.0
jupyter-dash ==0.4.2
jupyter-events ==0.6.3
jupyter-lsp ==2.2.0
jupyter-scheduler ==2.3.0
jupyter-server ==2.10.0
jupyter-server-proxy ==4.1.0
jupyter-server-terminals ==0.4.4
jupyterlab ==4.0.8
jupyterlab-pygments ==0.2.2
jupyterlab-server ==2.24.0
jupyterlab-widgets ==3.0.9
keras ==2.12.0
keras-preprocessing ==1.1.2
kiwisolver ==1.4.5
krb5 ==0.5.1
langchain ==0.0.318
langcodes ==3.3.0
langsmith ==0.0.60
libmambapy ==1.5.3
lightgbm ==3.3.5
lightning-utilities ==0.9.0
llvmlite ==0.41.1
locket ==1.0.0
markdown ==3.5.1
markdown-it-py ==3.0.0
markupsafe ==2.1.3
marshmallow ==3.20.1
marshmallow-enum ==1.5.1
matplotlib ==3.8.1
matplotlib-inline ==0.1.6
mccabe ==0.7.0
mdurl ==0.1.0
mistune ==3.0.2
ml-dtypes ==0.3.1
mlforecast ==0.7.3
mock ==5.1.0
model-index ==0.1.11
mpmath ==1.3.0
msgpack ==1.0.6
multidict ==6.0.4
multiprocess ==0.70.15
munkres ==1.1.4
murmurhash ==1.0.10
mypy-extensions ==1.0.0
nbclient ==0.8.0
nbconvert ==7.11.0
nbformat ==5.9.2
nest-asyncio ==1.5.8
networkx ==3.2.1
nlpaug ==1.1.11
nltk ==3.8.1
nose ==1.3.7
notebook ==7.0.6
notebook-shim ==0.2.3
nptyping ==2.4.1
numba ==0.58.1
numexpr ==2.8.7
numpy ==1.26.0
oauthlib ==3.2.2
omegaconf ==2.2.3
openai ==0.28.1
openapi-schema-pydantic ==1.2.4
openmim ==0.3.7
openpyxl ==3.1.2
opt-einsum ==3.3.0
ordered-set ==4.1.0
overrides ==7.4.0
packaging ==23.2
pandas ==2.1.2
pandas-stubs ==2.1.1.230928
pandocfilters ==1.5.0
papermill ==2.4.0
parso ==0.8.3
partd ==1.4.1
pathos ==0.3.1
pathspec ==0.11.2
pathtools ==0.1.2
pathy ==0.10.2
patsy ==0.5.3
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==9.5.0
pip ==23.3.1
pkgutil-resolve-name ==1.3.10
platformdirs ==3.5.1
plotly ==5.18.0
pluggy ==1.3.0
ply ==3.11
pox ==0.3.3
ppft ==1.7.6.7
preshed ==3.0.9
prometheus-client ==0.18.0
prompt-toolkit ==3.0.39
protobuf ==4.21.12
psutil ==5.9.5
ptyprocess ==0.7.0
pure-eval ==0.2.2
pure-sasl ==0.6.2
pyarrow ==12.0.1
pyasn1 ==0.5.0
pyasn1-modules ==0.3.0
pycodestyle ==2.11.1
pycosat ==0.6.6
pycparser ==2.21
pydantic ==1.10.13
pydocstyle ==6.3.0
pyflakes ==3.1.0
pygments ==2.16.1
pyhive ==0.7.0
pyjwt ==2.8.0
pylint ==3.0.2
pyopenssl ==23.3.0
pyparsing ==3.1.1
pyqt5 ==5.15.9
pyqt5-sip ==12.12.2
pyrsistent ==0.20.0
pysocks ==1.7.1
pyspnego ==0.9.1
pytesseract ==0.3.10
python-dateutil ==2.8.2
python-json-logger ==2.0.7
python-lsp-jsonrpc ==1.1.2
python-lsp-server ==1.9.0
python-slugify ==8.0.1
pytoolconfig ==1.2.5
pytorch-lightning ==2.0.9
pytorch-metric-learning ==1.7.3
pytz ==2023.3
pyu2f ==0.1.5
pywavelets ==1.4.1
pyyaml ==6.0.1
pyzmq ==25.1.1
qtconsole ==5.5.0
qtpy ==2.4.1
regex ==2023.10.3
requests ==2.31.0
requests-kerberos ==0.14.0
requests-oauthlib ==1.3.1
responses ==0.18.0
retrying ==1.3.3
rfc3339-validator ==0.1.4
rfc3986-validator ==0.1.1
rich ==13.6.0
rope ==1.11.0
rsa ==4.9
ruamel.yaml ==0.18.5
ruamel.yaml.clib ==0.2.7
s3transfer ==0.7.0
sacremoses ==0.0.53
safetensors ==0.3.3
sagemaker ==2.197.0
sagemaker-headless-execution-driver ==0.0.9
sagemaker-jupyterlab-emr-extension ==0.1.9
sagemaker-jupyterlab-extension ==0.1.9
sagemaker-jupyterlab-extension-common ==0.1.9
sagemaker-kernel-wrapper ==0.0.2
sagemaker-studio-analytics-extension ==0.0.21
sagemaker-studio-sparkmagic-lib ==0.1.4
sasl ==0.3.1
schema ==0.7.5
scikit-image ==0.19.3
scikit-learn ==1.3.2
scipy ==1.11.3
seaborn ==0.13.1
send2trash ==1.8.2
sentencepiece ==0.1.99
sentry-sdk ==1.34.0
seqeval ==1.2.2
setproctitle ==1.3.3
setuptools ==68.2.2
shellingham ==1.5.4
simpervisor ==1.0.0
sip ==6.7.12
six ==1.16.0
smart-open ==5.2.1
smdebug-rulesconfig ==1.0.1
smmap ==5.0.0
sniffio ==1.3.0
snowballstemmer ==2.2.0
sortedcontainers ==2.4.0
soupsieve ==2.5
spacy ==3.7.2
spacy-legacy ==3.0.12
spacy-loggers ==1.0.5
sparkmagic ==0.21.0
sqlalchemy ==1.4.49
srsly ==2.4.8
stack-data ==0.6.2
statsforecast ==1.4.0
statsmodels ==0.14.0
stringcase ==1.2.0
supervisor ==4.2.5
sympy ==1.12
tabulate ==0.9.0
tblib ==1.7.0
tenacity ==8.2.3
tensorboard ==2.12.3
tensorboard-data-server ==0.7.0
tensorflow ==2.12.1
tensorflow-estimator ==2.12.0
termcolor ==2.3.0
terminado ==0.17.1
text-unidecode ==1.3
textwrap3 ==0.9.2
thinc ==8.2.1
threadpoolctl ==3.2.0
thrift ==0.19.0
thrift-sasl ==0.4.3
tifffile ==2023.9.26
tiktoken ==0.5.1
timm ==0.9.10
tinycss2 ==1.2.1
tokenizers ==0.13.3
toml ==0.10.2
tomli ==2.0.1
tomlkit ==0.12.2
toolz ==0.12.0
torch ==2.0.0.post200
torchmetrics ==1.0.3
torchvision ==0.15.2a0
tornado ==6.3.3
tqdm ==4.66.1
traitlets ==5.13.0
transformers ==4.31.0
truststore ==0.8.0
typer ==0.9.0
types-python-dateutil ==2.8.19.14
types-pytz ==2023.3.1.1
typing-extensions ==4.5.0
typing-inspect ==0.9.0
typing-utils ==0.1.0
typish ==1.9.3
tzdata ==2023.3
ujson ==5.8.0
unicodedata2 ==15.1.0
uri-template ==1.3.0
urllib3 ==1.26.18
wandb ==0.15.12
wasabi ==1.1.2
wcwidth ==0.2.9
weasel ==0.3.4
webcolors ==1.13
webencodings ==0.5.1
websocket-client ==1.6.4
werkzeug ==3.0.1
whatthepatch ==1.0.5
wheel ==0.41.3
widgetsnbextension ==4.0.9
window-ops ==0.0.14
wrapt ==1.15.0
xgboost ==1.7.6
xxhash ==3.4.1
yapf ==0.40.1
yarl ==1.9.2
zict ==3.0.0
zipp ==3.17.0
zstandard ==0.22.0