Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / Kebab-kun / Dynamic-Streamlit-Data-Science-Project
This project aims to develop a machine learning model using different datasets dynamically and with minimal code repetition. It includes data preprocessing, model selection and evaluation, as well as the Streamlit web application for interactive exploration.
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: HTML
Repo Size: 16.2 MB
Dependencies:
318
Created: 3 months ago
Updated: 2 months ago
Last pushed: 2 months ago
Last synced: 29 days ago
Topics: data-analysis, data-cleaning, data-manipulation, data-science, data-visualization, hyperparameter-tuning, machine-learning, python, streamlit
Files
Loading...
Readme
Loading...
Dependencies
requirements.txt
pypi
- Automat ==22.10.0
- Babel ==2.9.1
- Brotli ==1.1.0
- CacheControl ==0.12.11
- Cython ==3.0.8
- Deprecated ==1.2.14
- Flask ==3.0.1
- GitPython ==3.1.41
- ImageHash ==4.3.1
- JLDracula ==0.1.0
- Jinja2 ==3.1.3
- Keras-Preprocessing ==1.1.2
- Markdown ==3.4.1
- MarkupSafe ==2.1.1
- Pillow ==9.0.1
- Protego ==0.3.0
- PyDispatcher ==2.0.7
- PyJWT ==2.6.0
- PySocks ==1.7.1
- PyWavelets ==1.5.0
- PyYAML ==6.0
- Pygments ==2.17.2
- QtPy ==2.0.1
- Scrapy ==2.11.0
- Send2Trash ==1.8.0
- Twisted ==22.10.0
- Werkzeug ==3.0.1
- XlsxWriter ==3.1.9
- absl-py ==1.2.0
- aiohttp ==3.7.4.post0
- altair ==5.2.0
- annotated-types ==0.6.0
- ansi2html ==1.9.1
- anyio ==3.3.4
- appdirs ==1.4.4
- argon2-cffi ==21.1.0
- astunparse ==1.6.3
- async-generator ==1.10
- async-timeout ==3.0.1
- attrs ==21.2.0
- audioread ==3.0.0
- backcall ==0.2.0
- bleach ==4.1.0
- blinker ==1.7.0
- bokeh ==3.2.2
- cachetools ==5.2.0
- category-encoders ==2.6.3
- certifi ==2021.10.8
- cffi ==1.15.0
- chardet ==4.0.0
- charset-normalizer ==2.0.7
- click ==8.1.7
- cloudpickle ==3.0.0
- colorama ==0.4.4
- constantly ==23.10.4
- contourpy ==1.1.0
- cryptography ==41.0.7
- cssselect ==1.2.0
- cvlib ==0.2.7
- cycler ==0.11.0
- dacite ==1.8.1
- dash ==2.14.2
- dash-core-components ==2.0.0
- dash-html-components ==2.0.0
- dash-table ==5.0.0
- datasets ==2.15.0
- debugpy ==1.5.1
- decorator ==5.1.0
- defusedxml ==0.7.1
- deprecation ==2.1.0
- dill ==0.3.7
- discord ==1.7.3
- discord.py ==1.7.3
- entrypoints ==0.3
- etils ==0.7.1
- exceptiongroup ==1.1.0
- filelock ==3.12.1
- firebase-admin ==6.1.0
- flatbuffers ==1.12
- fonttools ==4.29.1
- fsspec ==2023.10.0
- future ==0.18.3
- gast ==0.4.0
- gitdb ==4.0.11
- google-api-core ==2.11.0
- google-api-python-client ==2.78.0
- google-auth ==2.16.1
- google-auth-httplib2 ==0.1.0
- google-auth-oauthlib ==0.4.6
- google-cloud-core ==2.3.2
- google-cloud-firestore ==2.9.1
- google-cloud-storage ==2.7.0
- google-crc32c ==1.5.0
- google-pasta ==0.2.0
- google-resumable-media ==2.4.1
- googleapis-common-protos ==1.56.4
- grpcio ==1.51.1
- grpcio-status ==1.51.1
- h11 ==0.14.0
- h5py ==3.7.0
- htmlmin ==0.1.12
- httplib2 ==0.21.0
- huggingface-hub ==0.19.4
- hyperlink ==21.0.0
- idna ==3.3
- imageio ==2.31.1
- imbalanced-learn ==0.12.0
- importlib-metadata ==4.12.0
- importlib-resources ==5.9.0
- imutils ==0.5.4
- incremental ==22.10.0
- inflate64 ==1.0.0
- ipykernel ==6.4.2
- ipython ==7.28.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.6.5
- iso8601 ==2.0.0
- itemadapter ==0.8.0
- itemloaders ==1.1.0
- itsdangerous ==2.1.2
- jedi ==0.18.0
- jmespath ==1.0.1
- joblib ==1.3.2
- json5 ==0.9.6
- jsonschema ==4.1.2
- jupyter ==1.0.0
- jupyter-client ==7.0.6
- jupyter-console ==6.4.0
- jupyter-core ==4.9.1
- jupyter-server ==1.11.1
- jupyterlab ==3.2.1
- jupyterlab-pygments ==0.1.2
- jupyterlab-server ==2.8.2
- jupyterlab-widgets ==1.0.2
- jupyterthemes ==0.20.0
- kaggle ==1.5.12
- kaleido ==0.2.1
- keras ==2.9.0
- kiwisolver ==1.3.2
- lazypredict ==0.2.12
- lesscpy ==0.15.0
- libclang ==14.0.6
- librosa ==0.9.2
- lightgbm ==4.0.0
- llvmlite ==0.39.1
- lxml ==4.9.3
- markdown-it-py ==3.0.0
- matplotlib ==3.5.1
- matplotlib-inline ==0.1.3
- mdurl ==0.1.2
- mistune ==0.8.4
- mpmath ==1.3.0
- msgpack ==1.0.4
- multidict ==6.0.2
- multimethod ==1.11
- multiprocess ==0.70.15
- multivolumefile ==0.2.3
- mysql-connector-python ==8.2.0
- nbclassic ==0.3.4
- nbclient ==0.5.4
- nbconvert ==6.2.0
- nbformat ==5.1.3
- nest-asyncio ==1.5.1
- networkx ==3.1
- nltk ==3.8.1
- notebook ==6.4.5
- numba ==0.56.2
- numpy ==1.23.5
- oauthlib ==3.2.0
- opencv-contrib-python ==4.5.5.62
- opt-einsum ==3.3.0
- orjson ==3.9.12
- outcome ==1.2.0
- packaging ==21.3
- pandas ==1.4.1
- pandas-profiling ==3.6.6
- pandocfilters ==1.5.0
- parsel ==1.8.1
- parso ==0.8.2
- patsy ==0.5.2
- phik ==0.12.4
- pickleshare ==0.7.5
- plotly ==5.18.0
- plotly-express ==0.4.1
- plotly-resampler ==0.9.2
- ply ==3.11
- pmdarima ==2.0.4
- pooch ==1.6.0
- portalocker ==2.8.2
- progressbar ==2.5
- prometheus-client ==0.11.0
- promise ==2.3
- prompt-toolkit ==3.0.21
- proto-plus ==1.22.2
- protobuf ==4.21.12
- psutil ==5.9.5
- psycopg2 ==2.9.2
- py7zr ==0.20.8
- pyOpenSSL ==23.3.0
- pyarrow ==14.0.1
- pyarrow-hotfix ==0.6
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pybcj ==1.0.2
- pycaret ==3.2.0
- pycparser ==2.20
- pycryptodomex ==3.19.0
- pydantic ==2.6.1
- pydantic_core ==2.16.2
- pydeck ==0.8.1b0
- pyod ==1.1.2
- pyparsing ==3.0.9
- pyppmd ==1.1.0
- pyrsistent ==0.18.0
- pyserial ==3.5
- pytesseract ==0.3.10
- python-dateutil ==2.8.2
- python-pptx ==0.6.23
- python-slugify ==5.0.2
- pytz ==2021.3
- pywin32 ==302
- pywinpty ==1.1.4
- pyzmq ==22.3.0
- pyzstd ==0.15.9
- qtconsole ==5.2.2
- queuelib ==1.6.2
- regex ==2023.10.3
- requests ==2.31.0
- requests-file ==1.5.1
- requests-oauthlib ==1.3.1
- requests-unixsocket ==0.2.0
- resampy ==0.4.2
- retrying ==1.3.4
- rich ==13.7.0
- rouge-score ==0.1.2
- rsa ==4.9
- sacrebleu ==2.4.0
- safetensors ==0.4.1
- schemdraw ==0.15
- scikit-base ==0.5.2
- scikit-learn ==1.0.2
- scikit-plot ==0.3.7
- scipy ==1.10.1
- seaborn ==0.11.2
- selenium ==4.8.2
- sentencepiece ==0.1.99
- serial ==0.0.97
- service-identity ==23.1.0
- six ==1.16.0
- sklearn ==0.0
- sktime ==0.21.1
- smmap ==5.0.1
- sniffio ==1.2.0
- sortedcontainers ==2.4.0
- soundfile ==0.11.0
- statsmodels ==0.13.2
- streamlit ==1.29.0
- streamlit-pandas-profiling ==0.1.3
- sympy ==1.12
- tabulate ==0.9.0
- tangled-up-in-unicode ==0.2.0
- tbats ==1.1.3
- tenacity ==8.2.3
- tensorboard ==2.9.1
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.9.1
- tensorflow-datasets ==4.6.0
- tensorflow-estimator ==2.9.0
- tensorflow-io-gcs-filesystem ==0.26.0
- tensorflow-metadata ==1.10.0
- termcolor ==1.1.0
- terminado ==0.12.1
- testpath ==0.5.0
- text-unidecode ==1.3
- texttable ==1.7.0
- threadpoolctl ==3.1.0
- tldextract ==5.1.1
- tokenizers ==0.15.0
- toml ==0.10.2
- toolz ==0.12.0
- torch ==2.0.1
- torchvision ==0.15.2
- tornado ==6.1
- tqdm ==4.65.0
- traitlets ==5.1.1
- transformers ==4.36.1
- trio ==0.22.0
- trio-websocket ==0.9.2
- tsdownsample ==0.1.2
- twisted-iocpsupport ==1.0.4
- typeguard ==4.1.5
- typing_extensions ==4.9.0
- tzdata ==2023.4
- tzlocal ==5.2
- ultralytics ==8.0.116
- uritemplate ==4.1.1
- urllib3 ==1.26.7
- validators ==0.22.0
- visions ==0.7.5
- w3lib ==2.1.2
- watchdog ==3.0.0
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.2.1
- whatsappening-cli ==1.3.0
- widgetsnbextension ==3.5.2
- wordcloud ==1.9.3
- wrapt ==1.14.1
- wsproto ==1.2.0
- xgboost ==1.7.6
- xxhash ==3.4.1
- xyzservices ==2023.7.0
- yarl ==1.7.2
- ydata-profiling ==4.6.4
- yellowbrick ==1.5
- zipp ==3.8.1
- zope.interface ==6.1