Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / urmipandya123 / Road_Severity_Classification
Stars: 0
Forks: 0
Open issues: 0
License: None
Language: Jupyter Notebook
Size: 1.85 MB
Dependencies parsed at:
401
Created at: about 1 year ago
Updated at: about 1 year ago
Pushed at: about 1 year ago
Last synced at: about 2 months ago
Topics: data-science, extratreesregressor, feature-engineering, hyperparameter-tuning, hypothesis-testing, jupyter-notebook, machine-learning, optuna, python, road-safety, sckit-learn, sklearn, smote-sampling, xgboost-model
Files
Loading...
Readme
Loading...
Dependencies
requirements.txt
pypi
- Babel ==2.12.1
- CacheControl ==0.12.11
- Cython ==0.29.34
- Flask ==2.2.4
- GDAL ==3.3.2
- Jinja2 ==3.1.2
- LunarCalendar ==0.0.9
- Markdown ==3.4.3
- MarkupSafe ==2.1.2
- Pillow ==8.4.0
- PyDrive ==1.3.1
- PyGObject ==3.36.0
- PyMeeus ==0.5.12
- PyOpenGL ==3.1.6
- PySocks ==1.7.1
- PyWavelets ==1.4.1
- PyYAML ==6.0
- Pygments ==2.14.0
- SQLAlchemy ==2.0.10
- Send2Trash ==1.8.0
- Sphinx ==3.5.4
- Werkzeug ==2.3.0
- absl-py ==1.4.0
- alabaster ==0.7.13
- albumentations ==1.2.1
- altair ==4.2.2
- anyio ==3.6.2
- appdirs ==1.4.4
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- arviz ==0.15.1
- astropy ==5.2.2
- astunparse ==1.6.3
- attrs ==23.1.0
- audioread ==3.0.0
- autograd ==1.5
- backcall ==0.2.0
- beautifulsoup4 ==4.11.2
- bleach ==6.0.0
- blis ==0.7.9
- blosc2 ==2.0.0
- bokeh ==2.4.3
- branca ==0.6.0
- cached-property ==1.5.2
- cachetools ==5.3.0
- catalogue ==2.0.8
- certifi ==2022.12.7
- cffi ==1.15.1
- chardet ==4.0.0
- charset-normalizer ==2.0.12
- chex ==0.1.7
- click ==8.1.3
- cloudpickle ==2.2.1
- cmake ==3.25.2
- cmdstanpy ==1.1.0
- colorcet ==3.0.1
- colorlover ==0.3.0
- community ==1.0.0b1
- confection ==0.0.4
- cons ==0.4.5
- contextlib2 ==0.6.0.post1
- contourpy ==1.0.7
- convertdate ==2.4.0
- cryptography ==40.0.2
- cufflinks ==0.17.3
- cvxopt ==1.3.0
- cvxpy ==1.3.1
- cycler ==0.11.0
- cymem ==2.0.7
- dask ==2022.12.1
- datascience ==0.17.6
- db-dtypes ==1.1.1
- dbus-python ==1.2.16
- debugpy ==1.6.6
- decorator ==4.4.2
- defusedxml ==0.7.1
- distributed ==2022.12.1
- dlib ==19.24.1
- dm-tree ==0.1.8
- docutils ==0.16
- dopamine-rl ==4.0.6
- duckdb ==0.7.1
- earthengine-api ==0.1.350
- easydict ==1.10
- ecos ==2.0.12
- editdistance ==0.6.2
- entrypoints ==0.4
- ephem ==4.1.4
- et-xmlfile ==1.1.0
- etils ==1.2.0
- etuples ==0.3.8
- exceptiongroup ==1.1.1
- fastai ==2.7.12
- fastcore ==1.5.29
- fastdownload ==0.0.7
- fastjsonschema ==2.16.3
- fastprogress ==1.0.3
- fastrlock ==0.8.1
- filelock ==3.12.0
- firebase-admin ==5.3.0
- flatbuffers ==23.3.3
- flax ==0.6.9
- folium ==0.14.0
- fonttools ==4.39.3
- frozendict ==2.3.7
- fsspec ==2023.4.0
- future ==0.18.3
- gast ==0.4.0
- gdown ==4.6.6
- gensim ==4.3.1
- geographiclib ==2.0
- geopy ==2.3.0
- gin-config ==0.5.0
- glob2 ==0.7
- google ==2.0.3
- google-api-core ==2.11.0
- google-api-python-client ==2.84.0
- google-auth ==2.17.3
- google-auth-httplib2 ==0.1.0
- google-auth-oauthlib ==1.0.0
- google-cloud-bigquery ==3.9.0
- google-cloud-bigquery-storage ==2.19.1
- google-cloud-core ==2.3.2
- google-cloud-datastore ==2.15.1
- google-cloud-firestore ==2.11.0
- google-cloud-language ==2.9.1
- google-cloud-storage ==2.8.0
- google-cloud-translate ==3.11.1
- google-crc32c ==1.5.0
- google-pasta ==0.2.0
- google-resumable-media ==2.5.0
- googleapis-common-protos ==1.59.0
- googledrivedownloader ==0.4
- graphviz ==0.20.1
- greenlet ==2.0.2
- grpcio ==1.54.0
- grpcio-status ==1.48.2
- gspread ==3.4.2
- gspread-dataframe ==3.0.8
- gym ==0.25.2
- gym-notices ==0.0.8
- h5netcdf ==1.1.0
- h5py ==3.8.0
- hijri-converter ==2.3.1
- holidays ==0.23
- holoviews ==1.15.4
- html5lib ==1.1
- httpimport ==1.3.0
- httplib2 ==0.21.0
- humanize ==4.6.0
- hyperopt ==0.2.7
- idna ==3.4
- imageio ==2.25.1
- imageio-ffmpeg ==0.4.8
- imagesize ==1.4.1
- imbalanced-learn ==0.10.1
- imgaug ==0.4.0
- importlib-metadata ==6.6.0
- importlib-resources ==5.12.0
- imutils ==0.5.4
- inflect ==6.0.4
- iniconfig ==2.0.0
- intel-openmp ==2023.1.0
- ipykernel ==5.5.6
- ipython ==7.34.0
- ipython-genutils ==0.2.0
- ipython-sql ==0.4.1
- ipywidgets ==7.7.1
- itsdangerous ==2.1.2
- jax ==0.4.8
- jieba ==0.42.1
- joblib ==1.2.0
- jsonpickle ==3.0.1
- jsonschema ==4.3.3
- jupyter-client ==6.1.12
- jupyter-console ==6.1.0
- jupyter-server ==1.24.0
- jupyter_core ==5.3.0
- jupyterlab-pygments ==0.2.2
- jupyterlab-widgets ==3.0.7
- kaggle ==1.5.13
- keras ==2.12.0
- keras-vis ==0.4.1
- kiwisolver ==1.4.4
- korean-lunar-calendar ==0.3.1
- langcodes ==3.3.0
- lazy_loader ==0.2
- libclang ==16.0.0
- librosa ==0.10.0.post2
- lightgbm ==3.3.5
- lit ==16.0.2
- llvmlite ==0.39.1
- locket ==1.0.0
- logical-unification ==0.4.5
- lxml ==4.9.2
- markdown-it-py ==2.2.0
- matplotlib ==3.7.1
- matplotlib-inline ==0.1.6
- matplotlib-venn ==0.11.9
- mdurl ==0.1.2
- miniKanren ==1.0.3
- missingno ==0.5.2
- mistune ==0.8.4
- mizani ==0.8.1
- mkl ==2019.0
- ml-dtypes ==0.1.0
- mlxtend ==0.14.0
- more-itertools ==9.1.0
- moviepy ==1.0.3
- mpmath ==1.3.0
- msgpack ==1.0.5
- multipledispatch ==0.6.0
- multitasking ==0.0.11
- murmurhash ==1.0.9
- music21 ==8.1.0
- natsort ==8.3.1
- nbclient ==0.7.4
- nbconvert ==6.5.4
- nbformat ==5.8.0
- nest-asyncio ==1.5.6
- networkx ==3.1
- nibabel ==3.0.2
- nltk ==3.8.1
- notebook ==6.4.8
- numba ==0.56.4
- numexpr ==2.8.4
- numpy ==1.22.4
- oauth2client ==4.1.3
- oauthlib ==3.2.2
- opencv-contrib-python ==4.7.0.72
- opencv-python ==4.7.0.72
- opencv-python-headless ==4.7.0.72
- openpyxl ==3.0.10
- opt-einsum ==3.3.0
- optax ==0.1.5
- orbax-checkpoint ==0.2.1
- osqp ==0.6.2.post8
- packaging ==23.1
- palettable ==3.3.3
- pandas ==1.5.3
- pandas-datareader ==0.10.0
- pandas-gbq ==0.17.9
- pandocfilters ==1.5.0
- panel ==0.14.4
- param ==1.13.0
- parso ==0.8.3
- partd ==1.4.0
- pathlib ==1.0.1
- pathy ==0.10.1
- patsy ==0.5.3
- pep517 ==0.13.0
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pip-tools ==6.6.2
- platformdirs ==3.3.0
- plotly ==5.13.1
- plotnine ==0.10.1
- pluggy ==1.0.0
- polars ==0.17.3
- pooch ==1.6.0
- portpicker ==1.3.9
- prefetch-generator ==1.0.3
- preshed ==3.0.8
- prettytable ==0.7.2
- proglog ==0.1.10
- progressbar2 ==4.2.0
- prometheus-client ==0.16.0
- promise ==2.3
- prompt-toolkit ==3.0.38
- prophet ==1.1.2
- proto-plus ==1.22.2
- protobuf ==3.20.3
- psutil ==5.9.5
- psycopg2 ==2.9.6
- ptyprocess ==0.7.0
- py-cpuinfo ==9.0.0
- py4j ==0.10.9.7
- pyarrow ==9.0.0
- pyasn1 ==0.5.0
- pyasn1-modules ==0.3.0
- pycocotools ==2.0.6
- pycparser ==2.21
- pyct ==0.5.0
- pydantic ==1.10.7
- pydata-google-auth ==1.7.0
- pydot ==1.4.2
- pydot-ng ==2.0.0
- pydotplus ==2.0.2
- pyerfa ==2.0.0.3
- pygame ==2.3.0
- pymc ==5.1.2
- pymystem3 ==0.2.0
- pyparsing ==3.0.9
- pyrsistent ==0.19.3
- pytensor ==2.10.1
- pytest ==7.2.2
- python-apt ==0.0.0
- python-dateutil ==2.8.2
- python-louvain ==0.16
- python-slugify ==8.0.1
- python-utils ==3.5.2
- pytz ==2022.7.1
- pytz-deprecation-shim ==0.1.0.post0
- pyviz-comms ==2.2.1
- pyzmq ==23.2.1
- qdldl ==0.1.7
- qudida ==0.0.4
- regex ==2022.10.31
- requests ==2.27.1
- requests-oauthlib ==1.3.1
- requests-unixsocket ==0.2.0
- rich ==13.3.4
- rpy2 ==3.5.5
- rsa ==4.9
- scikit-image ==0.19.3
- scikit-learn ==1.2.2
- scipy ==1.10.1
- scs ==3.2.3
- seaborn ==0.12.2
- shapely ==2.0.1
- six ==1.16.0
- sklearn-pandas ==2.2.0
- smart-open ==6.3.0
- sniffio ==1.3.0
- snowballstemmer ==2.2.0
- sortedcontainers ==2.4.0
- soundfile ==0.12.1
- soupsieve ==2.4.1
- soxr ==0.3.5
- spacy ==3.5.2
- spacy-legacy ==3.0.12
- spacy-loggers ==1.0.4
- sphinxcontrib-applehelp ==1.0.4
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.1
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.5
- sqlparse ==0.4.4
- srsly ==2.4.6
- statsmodels ==0.13.5
- sympy ==1.11.1
- tables ==3.8.0
- tabulate ==0.8.10
- tblib ==1.7.0
- tenacity ==8.2.2
- tensorboard ==2.12.2
- tensorboard-data-server ==0.7.0
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.12.0
- tensorflow-datasets ==4.8.3
- tensorflow-estimator ==2.12.0
- tensorflow-gcs-config ==2.12.0
- tensorflow-hub ==0.13.0
- tensorflow-io-gcs-filesystem ==0.32.0
- tensorflow-metadata ==1.13.1
- tensorflow-probability ==0.19.0
- tensorstore ==0.1.36
- termcolor ==2.3.0
- terminado ==0.17.1
- text-unidecode ==1.3
- textblob ==0.17.1
- tf-slim ==1.1.0
- thinc ==8.1.9
- threadpoolctl ==3.1.0
- tifffile ==2023.4.12
- tinycss2 ==1.2.1
- toml ==0.10.2
- tomli ==2.0.1
- toolz ==0.12.0
- torchdata ==0.6.0
- torchsummary ==1.5.1
- torchtext ==0.15.1
- tornado ==6.2
- tqdm ==4.65.0
- traitlets ==5.7.1
- triton ==2.0.0
- tweepy ==4.13.0
- typer ==0.7.0
- typing_extensions ==4.5.0
- tzdata ==2023.3
- tzlocal ==4.3
- uritemplate ==4.1.1
- urllib3 ==1.26.15
- vega-datasets ==0.9.0
- wasabi ==1.1.1
- wcwidth ==0.2.6
- webcolors ==1.13
- webencodings ==0.5.1
- websocket-client ==1.5.1
- widgetsnbextension ==3.6.4
- wordcloud ==1.8.2.2
- wrapt ==1.14.1
- xarray ==2022.12.0
- xarray-einstats ==0.5.1
- xgboost ==1.7.5
- xlrd ==2.0.1
- yellowbrick ==1.5
- yfinance ==0.2.18
- zict ==3.0.0
- zipp ==3.15.0