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GitHub / coderpendent / research-sandbox

A collection of research, scripts, and POCs

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coderpendent%2Fresearch-sandbox

Stars: 0
Forks: 2
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 30.1 MB
Dependencies: 717

Created: over 2 years ago
Updated: over 2 years ago
Last pushed: 5 months ago
Last synced: 5 months ago

Files

Readme

Dependencies

Drift Detection/requirements.txt pypi

Pillow ==7.0.0
Theano ==1.0.5
arviz ==0.9.0
cachetools ==4.1.1
cftime ==1.2.1
cycler ==0.10.0
dill ==0.3.3
fastprogress ==1.0.0
filelock ==3.0.12
joblib ==0.16.0
kiwisolver ==1.2.0
matplotlib ==3.4.2
netCDF4 ==1.5.4
numpy ==1.19.5
packaging ==20.4
pandas ==1.3.4
patsy ==0.5.1
pymc3 ==3.9.3
pyparsing ==2.4.7
python-dateutil ==2.8.1
pytz ==2019.3
scikit-learn ==0.23.2
scipy ==1.4.1
six ==1.15.0
threadpoolctl ==2.1.0
typing-extensions ==3.7.4.3
xarray ==0.16.0

Semantic Search/requirements.txt pypi

Flask ==2.0.3
GitPython ==3.1.27
Jinja2 ==3.0.3
Keras-Preprocessing ==1.1.2
Mako ==1.1.6
Markdown ==3.3.6
MarkupSafe ==2.1.0
Pillow ==9.0.1
PyYAML ==6.0
SQLAlchemy ==1.4.32
Werkzeug ==2.0.3
absl-py ==1.0.0
alembic ==1.4.1
astunparse ==1.6.3
azure-ai-formrecognizer ==3.2.0b2
azure-common ==1.1.28
azure-core ==1.23.0
azure-storage-blob ==12.9.0
cachetools ==5.0.0
certifi ==2021.10.8
cffi ==1.15.0
charset-normalizer ==2.0.12
click ==8.0.4
cloudpickle ==2.0.0
cryptography ==36.0.1
databricks-cli ==0.16.4
dill ==0.3.4
docker ==5.0.3
docopt ==0.6.2
elastic-apm ==6.8.0
elasticsearch ==7.10.0
entrypoints ==0.4
farm-haystack ==1.2.0
filelock ==3.6.0
flatbuffers ==2.0
gast ==0.5.3
gitdb ==4.0.9
google-auth ==2.6.0
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
greenlet ==1.1.2
grpcio ==1.44.0
gunicorn ==20.1.0
h5py ==3.6.0
huggingface-hub ==0.4.0
idna ==3.3
importlib-metadata ==4.11.2
inflect ==5.4.0
isodate ==0.6.1
itsdangerous ==2.1.0
joblib ==1.1.0
keras ==2.8.0
langdetect ==1.0.9
libclang ==13.0.0
lxml ==4.8.0
mlflow ==1.13.1
mmh3 ==3.0.0
more-itertools ==8.12.0
msrest ==0.6.21
networkx ==2.7.1
nltk ==3.7
num2words ==0.5.10
numpy ==1.22.3
oauthlib ==3.2.0
opt-einsum ==3.3.0
packaging ==21.3
pandas ==1.4.1
prometheus-client ==0.13.1
prometheus-flask-exporter ==0.19.0
protobuf ==3.19.4
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycparser ==2.21
pydantic ==1.9.0
pyparsing ==3.0.7
python-dateutil ==2.8.2
python-docx ==0.8.11
python-editor ==1.0.4
pytz ==2021.3
quantulum3 ==0.7.10
querystring-parser ==1.2.4
regex ==2022.3.2
requests ==2.27.1
requests-oauthlib ==1.3.1
rsa ==4.8
sacremoses ==0.0.47
scikit-learn ==1.0.2
scipy ==1.8.0
sentence-transformers ==2.2.0
sentencepiece ==0.1.96
seqeval ==1.2.2
six ==1.16.0
smmap ==5.0.0
sqlparse ==0.4.2
tabulate ==0.8.9
tensorboard ==2.8.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.8.0
tensorflow-io-gcs-filesystem ==0.24.0
termcolor ==1.1.0
tf-estimator-nightly ==2.8.0.dev2021122109
threadpoolctl ==3.1.0
tika ==1.24
tokenizers ==0.10.3
torch ==1.10.2
torchvision ==0.11.3
tqdm ==4.63.0
transformers ==4.13.0
typing-extensions ==4.1.1
urllib3 ==1.26.8
websocket-client ==1.3.1
wrapt ==1.13.3
xgboost ==1.5.2
zipp ==3.7.0

Rancher/hello-world/Dockerfile docker

alpine latest build

Rancher/hello-world-nginx/Dockerfile docker

nginx alpine build

Rancher/hello-world-nginx-k8s/Dockerfile docker

nginx alpine build

Bayesian/VREED and Bayes/requirements.txt pypi

imageio ==2.9.0
keras ==2.9.0
matplotlib ==3.4.2
numpy ==1.22.1
pandas ==1.3.4
scipy ==1.7.3
seaborn ==0.11.2

Summarization/aspect_based/requirements.txt pypi

Automat ==20.2.0
Bottleneck ==1.3.5
Brlapi ==0.7.0
Brotli ==1.0.9
Cython ==0.29.21
Deprecated ==1.2.10
Django ==3.1.1
Fiona ==1.8.18
Flask ==1.1.2
Flask-Compress ==1.5.0
Flask-Cors ==3.0.9
Flask-Login ==0.5.0
Flask-WTF ==0.14.3
HeapDict ==1.0.1
Janome ==0.4.1
Jinja2 ==2.11.2
Keras-Preprocessing ==1.1.2
LunarCalendar ==0.0.9
Mako ==1.1.0
Markdown ==3.2.2
MarkupSafe ==1.1.0
Pillow ==7.0.0
Protego ==0.1.16
PyGObject ==3.36.0
PyHamcrest ==2.0.2
PyJWT ==1.7.1
PyMeeus ==0.3.7
PyNaCl ==1.3.0
PyQt5 ==5.15.2
PyQt5-sip ==12.8.1
PySocks ==1.7.1
PyWavelets ==1.1.1
PyYAML ==5.4.1
Pygments ==2.13.0
QtPy ==1.9.0
SQLAlchemy ==1.4.31
SecretStorage ==2.3.1
Send2Trash ==1.5.0
Shapely ==1.7.1
SoundFile ==0.10.3.post1
Theano-PyMC ==1.1.2
Unidecode ==1.1.1
WTForms ==2.3.3
Werkzeug ==1.0.1
Whoosh ==2.7.4
Wikipedia-API ==0.5.4
XlsxWriter ==1.3.4
absl-py ==1.0.0
aeppl ==0.0.31
aesara ==2.7.3
aiohttp ==3.8.1
aiosignal ==1.2.0
anyio ==3.5.0
appdirs ==1.4.4
apturl ==0.5.2
argon2-cffi ==20.1.0
arviz ==0.12.1
asgiref ==3.5.0
asttokens ==2.0.8
astunparse ==1.6.3
async-generator ==1.10
async-timeout ==4.0.2
atari-py ==0.2.9
attrs ==20.2.0
audioread ==2.1.9
backcall ==0.2.0
bcrypt ==3.1.7
beautifulsoup4 ==4.9.1
bert-for-tf2 ==0.14.7
black ==20.8b1
bleach ==3.2.1
blinker ==1.4
blis ==0.7.8
boto ==2.49.0
boto3 ==1.15.1
botocore ==1.18.1
bpemb ==0.3.2
branca ==0.4.2
cachetools ==4.2.4
catalogue ==2.0.8
catboost ==0.24.1
category-encoders ==1.3.0
cchardet ==2.1.7
certifi ==2020.6.20
cffi ==1.14.2
cftime ==1.2.1
chardet ==3.0.4
charset-normalizer ==2.0.11
click ==7.1.2
click-plugins ==1.1.1
cligj ==0.7.1
cloudpickle ==1.3.0
cma ==3.0.3
cmake ==3.18.2.post1
cmdstanpy ==0.9.5
colorama ==0.4.3
coloredlogs ==15.0.1
command-not-found ==0.3
confection ==0.0.2
conllu ==4.5.2
cons ==0.4.5
constantly ==15.1.0
convertdate ==2.2.2
cornac ==1.14.2
coverage ==5.3
croniter ==0.3.37
cryptography ==2.8
cssselect ==1.1.0
cupshelpers ==1.0
curl ==0.0.1
cx-Oracle ==8.3.0
cycler ==0.10.0
cymem ==2.0.3
dash ==1.16.1
dash-bootstrap-components ==0.11.3
dash-core-components ==1.12.1
dash-html-components ==1.1.1
dash-renderer ==1.8.1
dash-table ==4.10.1
dask ==2022.5.2
dataclasses ==0.6
datasets ==2.2.2
dbus-python ==1.2.16
decorator ==4.4.2
defer ==1.0.6
defusedxml ==0.6.0
deprecat ==2.1.1
dill ==0.3.3
distlib ==0.3.1
distributed ==2021.1.1
distro ==1.4.0
distro-info ===0.23ubuntu1
dj-database-url ==0.5.0
django-crispy-forms ==1.14.0
django-plotly-dash ==1.4.2
docker ==4.4.1
dpd-components ==0.1.0
duplicity ==0.8.12.0
emoji ==1.7.0
entrypoints ==0.3
ephem ==3.7.7.1
etuples ==0.3.5
exceptiongroup ==1.0.0rc8
executing ==1.1.0
faiss-cpu ==1.7.2
fastapi ==0.70.0
fasteners ==0.14.1
fastprogress ==1.0.0
fbprophet ==0.7.1
filelock ==3.0.12
flair ==0.11.3
flatbuffers ==1.12
folium ==0.12.0
frozenlist ==1.3.0
fsspec ==2022.5.0
ftfy ==5.8
funcy ==1.15
future ==0.18.2
gast ==0.3.3
gdown ==4.4.0
gensim ==3.8.3
geographiclib ==1.50
geopandas ==0.8.1
geopy ==2.1.0
glimpy ==0.1.0
gluonnlp ==0.6.0
google-auth ==1.21.2
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
graphviz ==0.20.1
greenlet ==1.1.2
grpcio ==1.32.0
gunicorn ==20.0.4
gym ==0.17.2
h11 ==0.9.0
h5py ==2.10.0
hmmlearn ==0.2.4
holidays ==0.10.3
httplib2 ==0.14.0
httptools ==0.1.1
huggingface-hub ==0.9.1
humanfriendly ==10.0
hyperlink ==20.0.1
hyperopt ==0.2.7
hypothesis ==6.52.3
icecream ==2.1.3
idna ==2.8
imageio ==2.9.0
imageio-ffmpeg ==0.4.2
importlib-resources ==5.1.0
incremental ==17.5.0
inflect ==5.0.2
iniconfig ==1.0.1
intel-openmp ==2020.0.133
ipykernel ==5.3.4
ipython ==7.18.1
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
itemadapter ==0.1.0
itsdangerous ==1.1.0
jedi ==0.17.2
jieba ==0.42.1
jmespath ==0.10.0
joblib ==0.16.0
jsonpatch ==1.28
jsonpointer ==2.0
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==6.1.7
jupyter-console ==6.2.0
jupyter-core ==4.6.3
jupyterlab-pygments ==0.1.1
kaggle ==1.5.12
keras ==2.9.0
keras-bert ==0.86.0
keras-embed-sim ==0.8.0
keras-layer-normalization ==0.14.0
keras-multi-head ==0.27.0
keras-pos-embd ==0.11.0
keras-position-wise-feed-forward ==0.6.0
keras-self-attention ==0.46.0
keras-transformer ==0.38.0
keyring ==18.0.1
kiwisolver ==1.2.0
konoha ==4.6.2
korean-lunar-calendar ==0.2.1
langcodes ==3.3.0
langdetect ==1.0.8
language-selector ==0.1
launchpadlib ==1.10.13
lazr.restfulclient ==0.14.2
lazr.uri ==1.0.3
lexrank ==0.1.0
libclang ==14.0.1
librosa ==0.8.0
lightfm ==1.16
lightgbm ==3.3.2
limits ==1.6
linecache2 ==1.0.0
llvmlite ==0.35.0
locket ==1.0.0
lockfile ==0.12.2
logical-unification ==0.4.5
louis ==3.12.0
lxml ==4.5.2
macaroonbakery ==1.3.1
marshmallow ==3.10.0
marshmallow-oneofschema ==2.1.0
matplotlib ==3.4.2
memory-profiler ==0.60.0
mido ==1.2.9
miniKanren ==1.0.3
mistune ==0.8.4
mkl ==2019.0
mock ==4.0.2
monotonic ==1.5
more-itertools ==8.5.0
mpld3 ==0.3
mpmath ==1.2.1
msgpack ==1.0.2
mtcnn ==0.1.0
multidict ==6.0.2
multipledispatch ==0.6.0
multiprocess ==0.70.11.1
munch ==2.5.0
murmurhash ==1.0.2
music21 ==6.5.0
mxnet ==1.9.1
mypy-extensions ==0.4.3
natsort ==7.1.1
nbclient ==0.5.0
nbconvert ==6.0.4
nbformat ==5.0.7
nest-asyncio ==1.4.0
netCDF4 ==1.5.4
netifaces ==0.10.4
networkx ==2.8.6
nlp ==0.4.0
nltk ==3.5
notebook ==6.1.4
numba ==0.52.0
numexpr ==2.7.1
numpy ==1.22.1
oauthlib ==3.1.0
olefile ==0.46
onnx ==1.11.0
onnxruntime ==1.11.1
opencv-contrib-python ==4.4.0.42
opencv-python ==4.4.0.46
opt-einsum ==3.3.0
optimum ==1.4.0
overrides ==3.0.0
packaging ==21.3
pandas ==1.3.4
pandas-datareader ==0.9.0
pandera ==0.11.0
pandocfilters ==1.4.2
paramiko ==2.6.0
params-flow ==0.8.2
parso ==0.7.1
partd ==1.2.0
path ==16.5.0
path.py ==12.5.0
pathspec ==0.8.0
pathy ==0.6.2
patsy ==0.5.1
pbr ==5.4.5
pendulum ==2.1.2
pexpect ==4.6.0
pickleshare ==0.7.5
pipenv ==2020.8.13
plac ==1.1.3
platformdirs ==2.5.2
plotly ==4.10.0
pluggy ==0.13.1
pooch ==1.3.0
powerlaw ==1.5
pptree ==3.1
prefect ==0.14.5
preshed ==3.0.2
pretty-midi ==0.2.9
prometheus-client ==0.11.0
prometheus-fastapi-instrumentator ==5.7.1
prompt-toolkit ==3.0.7
protobuf ==3.13.0
psutil ==5.8.0
psycopg2-binary ==2.8.6
ptyprocess ==0.6.0
py ==1.9.0
py-params ==0.9.7
py4j ==0.10.9
pyDeprecate ==0.3.2
pyLDAvis ==2.1.2
pyOpenSSL ==19.1.0
pyRFC3339 ==1.1
pyarrow ==8.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycairo ==1.16.2
pycparser ==2.20
pycups ==1.9.73
pydantic ==1.9.0
pygame ==1.9.6
pyglet ==1.5.0
pymacaroons ==0.13.0
pymc ==4.0.1
pyparsing ==2.4.7
pypianoroll ==1.0.3
pyproj ==3.0.0.post1
pyrsistent ==0.17.3
pyspark ==3.0.1
pystan ==2.19.1.1
pytesseract ==0.3.6
pytest ==6.2.5
pytest-cov ==2.10.1
pytextrank ==3.2.4
python-apt ==2.0.0
python-box ==5.2.0
python-dateutil ==2.8.1
python-debian ===0.1.36ubuntu1
python-igraph ==0.8.2
python-multipart ==0.0.5
python-slugify ==4.0.1
pytorch-lightning ==1.7.4
pytz ==2019.3
pytzdata ==2020.1
pyxattr ==0.6.1
pyxdg ==0.26
pyzmq ==19.0.2
qtconsole ==4.7.7
recommenders ==1.1.1
redis ==3.5.3
regex ==2020.7.14
reportlab ==3.5.34
requests ==2.26.0
requests-oauthlib ==1.3.0
requests-unixsocket ==0.2.0
resampy ==0.2.2
responses ==0.18.0
retrying ==1.3.3
rouge ==1.0.1
rsa ==4.6
ruamel.yaml ==0.17.17
ruamel.yaml.clib ==0.2.6
ruptures ==1.1.2
s3transfer ==0.3.3
sacremoses ==0.0.43
scikit-image ==0.17.2
scikit-learn ==0.24.2
scikit-surprise ==1.1.1
scipy ==1.9.1
screen-resolution-extra ==0.0.0
seaborn ==0.11.2
segtok ==1.5.10
semver ==2.13.0
sentencepiece ==0.1.95
seqeval ==0.0.19
setuptools-git ==1.2
simplejson ==3.16.0
six ==1.15.0
slack-bolt ==1.14.1
slack-sdk ==3.17.2
slowapi ==0.1.5
smart-open ==5.2.1
sniffio ==1.2.0
sortedcontainers ==2.2.2
sounddevice ==0.4.1
soupsieve ==2.0.1
spacy ==3.4.1
spacy-legacy ==3.0.10
spacy-loggers ==1.0.3
spacy-lookups-data ==0.3.2
sqlitedict ==1.7.0
sqlparse ==0.3.1
srsly ==2.4.4
ssh-import-id ==5.10
starlette ==0.16.0
statsmodels ==0.12.0
sympy ==1.10.1
syntok ==1.3.3
systemd-python ==234
tabulate ==0.8.7
tblib ==1.7.0
tensorboard ==2.9.1
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.7.0
tensorflow ==2.9.2
tensorflow-addons ==0.11.2
tensorflow-estimator ==2.9.0
tensorflow-io-gcs-filesystem ==0.26.0
termcolor ==1.1.0
terminado ==0.9.1
testpath ==0.4.4
testresources ==2.0.0
text-unidecode ==1.3
textblob ==0.15.3
texttable ==1.6.3
thinc ==8.1.2
threadpoolctl ==2.1.0
tifffile ==2020.9.3
tokenizers ==0.12.1
toml ==0.10.1
toolz ==0.11.1
torch ==1.11.0
torch-geometric ==2.1.0.post1
torch-scatter ==2.0.9
torch-sparse ==0.6.15
torchfile ==0.1.0
torchmetrics ==0.9.3
torchvision ==0.7.0
tornado ==6.0.4
tqdm ==4.64.0
traceback2 ==1.4.0
traitlets ==5.0.4
transformers ==4.22.1
typed-ast ==1.4.1
typeguard ==2.10.0
typer ==0.4.2
typing ==3.6.6
typing-inspect ==0.7.1
typing_extensions ==4.3.0
ubuntu-advantage-tools ==27.10
ubuntu-drivers-common ==0.0.0
ufw ==0.36
umap-learn ==0.4.6
unattended-upgrades ==0.1
unittest2 ==1.1.0
uritools ==4.0.0
urlextract ==1.6.0
urllib3 ==1.25.11
usb-creator ==0.3.7
usps-api ==0.5
uvicorn ==0.15.0
uvloop ==0.14.0
virtualenv ==20.0.31
virtualenv-clone ==0.5.4
visdom ==0.1.8.9
w3lib ==1.22.0
wadllib ==1.3.3
wasabi ==0.10.1
wcwidth ==0.2.5
webcolors ==1.11.1
webencodings ==0.5.1
websocket-client ==0.57.0
websockets ==8.1
widgetsnbextension ==3.5.1
wrapt ==1.12.1
xarray ==0.21.1
xarray-einstats ==0.3.0
xgboost ==1.2.0
xkit ==0.0.0
xlrd ==1.2.0
xlutils ==2.0.0
xlwt ==1.3.0
xmltodict ==0.12.0
xxhash ==3.0.0
yarl ==1.7.2
youtube-dl ==2020.3.24
zict ==2.0.0
zope.interface ==5.1.0

gRPC/requirements.txt pypi

grpcio ==1.51.1
grpcio-tools ==1.51.1

Summarization/environment.yml conda

Beyond Boolean/Queryable Docs/Dockerfile docker

python 3.8-slim-buster build

GCP and System Design/vertexai_adclicks_notebook/Dockerfile docker

python 3.10-slim build

LLM API Wrapper/Dockerfile docker

python 3.9-slim build

Beyond Boolean/Queryable Docs/requirements.txt pypi

farm-haystack ==1.16.1
fastapi ==0.95.1
fastapi-pagination ==0.12.3
spacy ==3.5.2
uvicorn ==0.22.0

GCP and System Design/vertexai_adclicks_notebook/endpoint_deployment/src_dir/requirements.txt pypi

fastapi *
google-cloud-aiplatform >=1.16.0
google-cloud-storage >=1.26.0,<2.0.0dev
joblib *
numpy *
pandas *
scikit-learn *
uvicorn ==0.17.6

GCP and System Design/vertexai_adclicks_notebook/requirements.txt pypi

gcsfs ==0.6.2
google-cloud-storage ==1.30.0
pandas *
scikit-learn *

GCP and System Design/wishlist_event_driven_pubsub/requirements.txt pypi

google-cloud-datastore ==2.13.1

LLM API Wrapper/requirements.txt pypi

fastapi ==0.96.0
openai ==0.27.8
passlib ==1.7.4
pre-commit ==3.3.2
pytest ==7.3.1
python-jose ==3.3.0
slowapi ==0.1.8
sqlalchemy ==2.0.17
tiktoken ==0.4.0
uvicorn ==0.17.6

Misc/LLM Research/requirements.txt pypi

accelerate ==0.20.3
bitsandbytes ==
protobuf ==3.19.0
sentencepiece ==0.1.99
transformers ==4.29.1

Semantic Search/Pipeline with Eval/requirements.txt pypi

datasets ==2.9.0
faiss-cpu ==1.6.5
fastapi ==0.78.0
fastapi-health ==0.4.0
fastapi-pagination ==0.9.3
gensim ==4.2.0
mlflow ==2.1.1
more-itertools ==9.1.0
numpy ==1.22.4
prometheus_fastapi_instrumentator ==5.8.1
pytest ==6.2.5
redis ==4.3.4
redislite ==6.2.805324
rouge_score ==0.1.2
scipy ==1.8.0
tensorflow ==2.11.0
tensorflow-hub ==0.12.0
tensorflow-text ==2.11.0
uvicorn ==0.17.6