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GitHub / AndreiDS63 / educational_projects

Projects that I completed as part of the training

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiDS63%2Feducational_projects

Stars: 1
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 4.67 MB
Dependencies: 502

Created: over 1 year ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: over 1 year ago

Topics: data-analysis, data-science, python

Files

Readme

Dependencies

project_2_vacancies_analysis_sql/requirements.txt pypi

Babel ==2.11.0
Brotli ==1.0.9
Cython ==0.29.28
Flask ==2.2.2
Flask-Compress ==1.13
ImageHash ==4.3.1
Jinja2 ==3.1.2
Mako ==1.2.4
MarkupSafe ==2.1.1
Pillow ==9.2.0
PyMeeus ==0.5.11
PyWavelets ==1.4.1
PyYAML ==6.0
Pygments ==2.12.0
SQLAlchemy ==1.4.44
Sphinx ==5.3.0
StrEnum ==0.4.8
Werkzeug ==2.2.2
alabaster ==0.7.12
alembic ==1.8.1
asttokens ==2.0.5
attrs ==22.1.0
autopage ==0.5.1
autowoe ==1.3.2
backcall ==0.2.0
beautifulsoup4 ==4.11.1
blis ==0.7.9
catalogue ==2.0.8
catboost ==1.1.1
category-encoders ==2.5.1.post0
certifi ==2022.9.24
charset-normalizer ==2.1.1
click ==8.1.3
cliff ==4.0.0
cmaes ==0.9.0
cmd2 ==2.4.2
colorama ==0.4.5
colorlog ==6.7.0
comet-ml ==3.31.17
confection ==0.0.3
configobj ==5.0.6
convertdate ==2.4.0
cycler ==0.11.0
cymem ==2.0.7
dash ==2.6.2
dash-bootstrap-components ==1.2.1
dash-colorscales ==0.0.4
dash-core-components ==2.0.0
dash-daq ==0.5.0
dash-html-components ==2.0.0
dash-table ==5.0.0
debugpy ==1.6.2
decorator ==5.1.1
docutils ==0.17.1
dtale ==2.8.1
dulwich ==0.20.50
entrypoints ==0.4
et-xmlfile ==1.1.0
everett ==3.1.0
exceptiongroup ==1.0.4
executing ==0.9.1
flask-ngrok ==0.0.25
fonttools ==4.37.1
future ==0.18.2
gensim ==4.2.0
graphviz ==0.20.1
greenlet ==2.0.1
hijri-converter ==2.2.4
holidays ==0.17
htmlmin ==0.1.12
idna ==3.4
imagesize ==1.4.1
importlib-metadata ==4.13.0
importlib-resources ==5.10.0
iniconfig ==1.1.1
ipykernel ==6.15.1
ipython ==8.4.0
ipywidgets ==8.0.2
itsdangerous ==2.1.2
jedi ==0.18.1
joblib ==1.1.1
json2html ==1.3.0
jsonschema ==4.17.0
jupyter-client ==7.3.4
jupyter-core ==4.11.1
jupyterlab-widgets ==3.0.3
kaleido ==0.2.1
kiwisolver ==1.4.4
korean-lunar-calendar ==0.3.1
langcodes ==3.3.0
lightautoml ==0.3.7.3
lightgbm ==3.2.1
llvmlite ==0.39.1
lxml ==4.9.1
lz4 ==4.0.2
matplotlib ==3.5.3
matplotlib-inline ==0.1.3
missingno ==0.4.2
mpmath ==1.2.1
multimethod ==1.8
murmurhash ==1.0.9
nest-asyncio ==1.5.5
networkx ==2.8.7
nltk ==3.7
numba ==0.56.4
numpy ==1.23.1
openpyxl ==3.0.10
optuna ==3.0.3
packaging ==21.3
pandas ==1.5.1
pandas-profiling ==3.3.0
parso ==0.8.3
pathy ==0.10.0
patsy ==0.5.3
pbr ==5.11.0
pde ==1.3.0
phik ==0.12.2
pickleshare ==0.7.5
plotly ==5.10.0
pluggy ==1.0.0
poetry-core ==1.3.2
preshed ==3.0.8
prettytable ==3.5.0
prompt-toolkit ==3.0.30
psutil ==5.9.1
psycopg2 ==2.9.5
pure-eval ==0.2.2
py-pde ==0.23.0
pydantic ==1.9.2
pyparsing ==3.0.9
pyperclip ==1.8.2
pyreadline3 ==3.4.1
pyrsistent ==0.19.2
pytest ==7.2.0
python-dateutil ==2.8.2
pytz ==2022.2.1
pywin32 ==304
pyzmq ==23.2.0
regex ==2022.10.31
requests ==2.28.1
requests-toolbelt ==0.10.1
scikit-learn ==1.1.2
scipy ==1.8.1
seaborn ==0.11.2
semantic-version ==2.10.0
sentry-sdk ==1.10.1
six ==1.16.0
smart-open ==5.2.1
snowballstemmer ==2.2.0
soupsieve ==2.3.2.post1
spacy ==3.4.3
spacy-legacy ==3.0.10
spacy-loggers ==1.0.3
sphinx-rtd-theme ==1.1.1
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
squarify ==0.4.3
srsly ==2.4.5
stack-data ==0.3.0
statsmodels ==0.13.2
stevedore ==4.1.1
strsimpy ==0.2.1
sweetviz ==2.1.4
sympy ==1.11.1
tangled-up-in-unicode ==0.2.0
tenacity ==8.0.1
thinc ==8.1.5
threadpoolctl ==3.1.0
tomli ==2.0.1
torch ==1.8.1
torchvision ==0.9.1
tornado ==6.2
tqdm ==4.64.1
traitlets ==5.3.0
typer ==0.7.0
typing_extensions ==4.4.0
urllib3 ==1.26.12
visions ==0.7.5
wasabi ==0.10.1
wcwidth ==0.2.5
websocket-client ==1.3.3
widgetsnbextension ==4.0.3
wordcloud ==1.8.2.2
wrapt ==1.14.1
wurlitzer ==3.0.2
xarray ==2022.10.0
xlrd ==2.0.1
zipp ==3.9.0

project_3_booking_ratings_predict/requirements.txt pypi

Babel ==2.11.0
Brotli ==1.0.9
Cython ==0.29.28
Flask ==2.2.2
Flask-Compress ==1.13
ImageHash ==4.3.1
Jinja2 ==3.1.2
Mako ==1.2.4
MarkupSafe ==2.1.1
Pillow ==9.2.0
PyMeeus ==0.5.11
PyWavelets ==1.4.1
PyYAML ==6.0
Pygments ==2.12.0
SQLAlchemy ==1.4.44
Sphinx ==5.3.0
StrEnum ==0.4.8
Werkzeug ==2.2.2
alabaster ==0.7.12
alembic ==1.8.1
asttokens ==2.0.5
attrs ==22.1.0
autopage ==0.5.1
autowoe ==1.3.2
backcall ==0.2.0
beautifulsoup4 ==4.11.1
blis ==0.7.9
catalogue ==2.0.8
catboost ==1.1.1
category-encoders ==2.5.1.post0
certifi ==2022.9.24
charset-normalizer ==2.1.1
click ==8.1.3
cliff ==4.0.0
cmaes ==0.9.0
cmd2 ==2.4.2
colorama ==0.4.5
colorlog ==6.7.0
comet-ml ==3.31.17
confection ==0.0.3
configobj ==5.0.6
convertdate ==2.4.0
cycler ==0.11.0
cymem ==2.0.7
dash ==2.6.2
dash-bootstrap-components ==1.2.1
dash-colorscales ==0.0.4
dash-core-components ==2.0.0
dash-daq ==0.5.0
dash-html-components ==2.0.0
dash-table ==5.0.0
debugpy ==1.6.2
decorator ==5.1.1
docutils ==0.17.1
dtale ==2.8.1
dulwich ==0.20.50
entrypoints ==0.4
et-xmlfile ==1.1.0
everett ==3.1.0
exceptiongroup ==1.0.4
executing ==0.9.1
flask-ngrok ==0.0.25
fonttools ==4.37.1
future ==0.18.2
gensim ==4.2.0
graphviz ==0.20.1
greenlet ==2.0.1
hijri-converter ==2.2.4
holidays ==0.17
htmlmin ==0.1.12
idna ==3.4
imagesize ==1.4.1
importlib-metadata ==4.13.0
importlib-resources ==5.10.0
iniconfig ==1.1.1
ipykernel ==6.15.1
ipython ==8.4.0
ipywidgets ==8.0.2
itsdangerous ==2.1.2
jedi ==0.18.1
joblib ==1.1.1
json2html ==1.3.0
jsonschema ==4.17.0
jupyter-client ==7.3.4
jupyter-core ==4.11.1
jupyterlab-widgets ==3.0.3
kaleido ==0.2.1
kiwisolver ==1.4.4
korean-lunar-calendar ==0.3.1
langcodes ==3.3.0
lightautoml ==0.3.7.3
lightgbm ==3.2.1
llvmlite ==0.39.1
lxml ==4.9.1
lz4 ==4.0.2
matplotlib ==3.5.3
matplotlib-inline ==0.1.3
missingno ==0.4.2
mpmath ==1.2.1
multimethod ==1.8
murmurhash ==1.0.9
nest-asyncio ==1.5.5
networkx ==2.8.7
nltk ==3.7
numba ==0.56.4
numpy ==1.23.1
openpyxl ==3.0.10
optuna ==3.0.3
packaging ==21.3
pandas ==1.5.1
pandas-profiling ==3.3.0
parso ==0.8.3
pathy ==0.10.0
patsy ==0.5.3
pbr ==5.11.0
pde ==1.3.0
phik ==0.12.2
pickleshare ==0.7.5
plotly ==5.10.0
pluggy ==1.0.0
poetry-core ==1.3.2
preshed ==3.0.8
prettytable ==3.5.0
prompt-toolkit ==3.0.30
psutil ==5.9.1
psycopg2 ==2.9.5
pure-eval ==0.2.2
py-pde ==0.23.0
pydantic ==1.9.2
pyparsing ==3.0.9
pyperclip ==1.8.2
pyreadline3 ==3.4.1
pyrsistent ==0.19.2
pytest ==7.2.0
python-dateutil ==2.8.2
pytz ==2022.2.1
pywin32 ==304
pyzmq ==23.2.0
regex ==2022.10.31
requests ==2.28.1
requests-toolbelt ==0.10.1
scikit-learn ==1.1.2
scipy ==1.8.1
seaborn ==0.11.2
semantic-version ==2.10.0
sentry-sdk ==1.10.1
six ==1.16.0
smart-open ==5.2.1
snowballstemmer ==2.2.0
soupsieve ==2.3.2.post1
spacy ==3.4.3
spacy-legacy ==3.0.10
spacy-loggers ==1.0.3
sphinx-rtd-theme ==1.1.1
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
squarify ==0.4.3
srsly ==2.4.5
stack-data ==0.3.0
statsmodels ==0.13.2
stevedore ==4.1.1
strsimpy ==0.2.1
sweetviz ==2.1.4
sympy ==1.11.1
tangled-up-in-unicode ==0.2.0
tenacity ==8.0.1
thinc ==8.1.5
threadpoolctl ==3.1.0
tomli ==2.0.1
torch ==1.8.1
torchvision ==0.9.1
tornado ==6.2
tqdm ==4.64.1
traitlets ==5.3.0
typer ==0.7.0
typing_extensions ==4.4.0
urllib3 ==1.26.12
visions ==0.7.5
wasabi ==0.10.1
wcwidth ==0.2.5
websocket-client ==1.3.3
widgetsnbextension ==4.0.3
wordcloud ==1.8.2.2
wrapt ==1.14.1
wurlitzer ==3.0.2
xarray ==2022.10.0
xlrd ==2.0.1
zipp ==3.9.0

project_4.0_audi_price_predict/requirements.txt pypi

Cython ==0.29.28
Pillow ==9.3.0
Pygments ==2.13.0
asttokens ==2.2.1
backcall ==0.2.0
category-encoders ==2.5.1.post0
click ==8.1.3
colorama ==0.4.6
comm ==0.1.2
contourpy ==1.0.6
cycler ==0.11.0
debugpy ==1.6.4
decorator ==5.1.1
entrypoints ==0.4
executing ==1.2.0
fonttools ==4.38.0
gensim ==4.2.0
ipykernel ==6.19.2
ipython ==8.7.0
jedi ==0.18.2
joblib ==1.2.0
jupyter_client ==7.4.8
jupyter_core ==5.1.0
kiwisolver ==1.4.4
lxml ==4.9.2
matplotlib ==3.6.2
matplotlib-inline ==0.1.6
nest-asyncio ==1.5.6
nltk ==3.8
numpy ==1.23.5
packaging ==22.0
pandas ==1.5.2
parso ==0.8.3
patsy ==0.5.3
pickleshare ==0.7.5
platformdirs ==2.6.0
prompt-toolkit ==3.0.36
psutil ==5.9.4
pure-eval ==0.2.2
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytz ==2022.7
pywin32 ==305
pyzmq ==24.0.1
regex ==2022.10.31
scikit-learn ==1.2.0
scipy ==1.9.3
seaborn ==0.12.1
six ==1.16.0
smart-open ==6.3.0
stack-data ==0.6.2
statsmodels ==0.13.5
threadpoolctl ==3.1.0
tornado ==6.2
tqdm ==4.64.1
traitlets ==5.7.1
wcwidth ==0.2.5
wordcloud ==1.8.2.2
xlrd ==2.0.1

project_4.1_medical_cost_predict/requirements.txt pypi

Cython ==0.29.28
Pillow ==9.3.0
Pygments ==2.13.0
asttokens ==2.2.1
backcall ==0.2.0
category-encoders ==2.5.1.post0
click ==8.1.3
colorama ==0.4.6
comm ==0.1.2
contourpy ==1.0.6
cycler ==0.11.0
debugpy ==1.6.4
decorator ==5.1.1
entrypoints ==0.4
executing ==1.2.0
fonttools ==4.38.0
gensim ==4.2.0
ipykernel ==6.19.2
ipython ==8.7.0
jedi ==0.18.2
joblib ==1.2.0
jupyter_client ==7.4.8
jupyter_core ==5.1.0
kiwisolver ==1.4.4
lxml ==4.9.2
matplotlib ==3.6.2
matplotlib-inline ==0.1.6
nest-asyncio ==1.5.6
nltk ==3.8
numpy ==1.23.5
packaging ==22.0
pandas ==1.5.2
parso ==0.8.3
patsy ==0.5.3
pickleshare ==0.7.5
platformdirs ==2.6.0
prompt-toolkit ==3.0.36
psutil ==5.9.4
pure-eval ==0.2.2
pyparsing ==3.0.9
python-dateutil ==2.8.2
pytz ==2022.7
pywin32 ==305
pyzmq ==24.0.1
regex ==2022.10.31
scikit-learn ==1.2.0
scipy ==1.9.3
seaborn ==0.12.1
six ==1.16.0
smart-open ==6.3.0
stack-data ==0.6.2
statsmodels ==0.13.5
threadpoolctl ==3.1.0
tornado ==6.2
tqdm ==4.64.1
traitlets ==5.7.1
wcwidth ==0.2.5
wordcloud ==1.8.2.2
xlrd ==2.0.1