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GitHub / karimcossentini / Second-Place-Urban-Air-Pollution-Challenge-Hackathon
Stars: 2
Forks: 0
Open Issues: 29
License: None
Language: Jupyter Notebook
Repo Size: 71.3 KB
Dependencies:
370
Created: about 4 years ago
Updated: almost 3 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
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Dependencies
cfg/requirements.txt
pypi
- Babel ==2.8.0
- Bottleneck ==1.3.2
- CacheControl ==0.12.6
- Cython ==0.29.16
- Django ==3.0.5
- Flask ==1.1.1
- GDAL ==2.2.2
- HeapDict ==1.0.1
- Jinja2 ==2.11.1
- Keras ==2.2.5
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- LunarCalendar ==0.0.9
- Markdown ==3.2.1
- MarkupSafe ==1.1.1
- Pillow ==7.0.0
- PyDrive ==1.3.1
- PyMeeus ==0.3.7
- PyOpenGL ==3.1.5
- PySocks ==1.7.1
- PyWavelets ==1.1.1
- PyYAML ==3.13
- Pygments ==2.1.3
- QtPy ==1.9.0
- SQLAlchemy ==1.3.15
- Send2Trash ==1.5.0
- Shapely ==1.7.0
- Sphinx ==1.8.5
- Theano ==1.0.4
- Werkzeug ==1.0.1
- absl-py ==0.9.0
- alabaster ==0.7.12
- albumentations ==0.1.12
- altair ==4.0.1
- asgiref ==3.2.7
- astor ==0.8.1
- astropy ==4.0.1
- astunparse ==1.6.3
- atari-py ==0.2.6
- atomicwrites ==1.3.0
- attrs ==19.3.0
- audioread ==2.1.8
- autograd ==1.3
- backcall ==0.1.0
- beautifulsoup4 ==4.6.3
- bleach ==3.1.4
- blis ==0.4.1
- bokeh ==1.4.0
- boto3 ==1.12.33
- botocore ==1.15.33
- branca ==0.4.0
- bs4 ==0.0.1
- cachetools ==3.1.1
- catalogue ==1.0.0
- catboost ==0.22
- category-encoders ==2.1.0
- certifi ==2019.11.28
- cffi ==1.14.0
- chainer ==6.5.0
- chardet ==3.0.4
- click ==7.1.1
- cloudpickle ==1.3.0
- cmake ==3.12.0
- cmdstanpy ==0.4.0
- colorlover ==0.3.0
- community ==1.0.0b1
- contextlib2 ==0.5.5
- convertdate ==2.2.0
- coverage ==3.7.1
- coveralls ==0.5
- crcmod ==1.7
- cufflinks ==0.17.3
- cvxopt ==1.2.4
- cvxpy ==1.0.28
- cycler ==0.10.0
- cymem ==2.0.3
- daft ==0.0.4
- dask ==2.12.0
- dataclasses ==0.7
- datascience ==0.10.6
- decorator ==4.4.2
- defusedxml ==0.6.0
- descartes ==1.1.0
- dill ==0.3.1.1
- distributed ==1.25.3
- dlib ==19.18.0
- docopt ==0.6.2
- docutils ==0.15.2
- dopamine-rl ==1.0.5
- earthengine-api ==0.1.217
- easydict ==1.9
- ecos ==2.0.7.post1
- editdistance ==0.5.3
- en-core-web-sm ==2.2.5
- entrypoints ==0.3
- ephem ==3.7.7.1
- et-xmlfile ==1.0.1
- fa2 ==0.3.5
- fancyimpute ==0.4.3
- fastai ==1.0.60
- fastdtw ==0.3.4
- fastprogress ==0.2.2
- fastrlock ==0.4
- fbprophet ==0.6
- feather-format ==0.4.0
- featuretools ==0.4.1
- filelock ==3.0.12
- firebase-admin ==4.0.1
- fix-yahoo-finance ==0.0.22
- folium ==0.8.3
- fsspec ==0.7.1
- future ==0.16.0
- gast ==0.3.3
- gdown ==3.6.4
- gensim ==3.6.0
- geographiclib ==1.50
- geopy ==1.17.0
- gin-config ==0.3.0
- glob2 ==0.7
- google ==2.0.3
- google-api-core ==1.16.0
- google-api-python-client ==1.7.12
- google-auth ==1.7.2
- google-auth-httplib2 ==0.0.3
- google-auth-oauthlib ==0.4.1
- google-cloud-bigquery ==1.21.0
- google-cloud-core ==1.0.3
- google-cloud-datastore ==1.8.0
- google-cloud-firestore ==1.6.2
- google-cloud-language ==1.2.0
- google-cloud-storage ==1.18.1
- google-cloud-translate ==1.5.0
- google-colab ==1.0.0
- google-pasta ==0.2.0
- google-resumable-media ==0.4.1
- googleapis-common-protos ==1.51.0
- googledrivedownloader ==0.4
- graphviz ==0.10.1
- grpcio ==1.27.2
- gspread ==3.0.1
- gspread-dataframe ==3.0.4
- gym ==0.17.1
- h5py ==2.10.0
- holidays ==0.9.12
- html5lib ==1.0.1
- httpimport ==0.5.18
- httplib2 ==0.17.0
- httplib2shim ==0.0.3
- humanize ==0.5.1
- hyperopt ==0.1.2
- ideep4py ==2.0.0.post3
- idna ==2.8
- image ==1.5.28
- imageio ==2.4.1
- imagesize ==1.2.0
- imbalanced-learn ==0.4.3
- imblearn ==0.0
- imgaug ==0.2.9
- importlib-metadata ==1.6.0
- imutils ==0.5.3
- inflect ==2.1.0
- intel-openmp ==2020.0.133
- intervaltree ==2.1.0
- ipykernel ==4.6.1
- ipython ==5.5.0
- ipython-genutils ==0.2.0
- ipython-sql ==0.3.9
- ipywidgets ==7.5.1
- itsdangerous ==1.1.0
- jax ==0.1.62
- jaxlib ==0.1.42
- jdcal ==1.4.1
- jedi ==0.16.0
- jieba ==0.42.1
- jmespath ==0.9.5
- joblib ==0.14.1
- jpeg4py ==0.1.4
- jsonschema ==2.6.0
- jupyter ==1.0.0
- jupyter-client ==5.3.4
- jupyter-console ==5.2.0
- jupyter-core ==4.6.3
- kaggle ==1.5.6
- kapre ==0.1.3.1
- keras-vis ==0.4.1
- kiwisolver ==1.1.0
- knnimpute ==0.1.0
- librosa ==0.6.3
- lightgbm ==2.2.3
- llvmlite ==0.31.0
- lmdb ==0.98
- lucid ==0.3.8
- lxml ==4.2.6
- matplotlib ==3.2.1
- matplotlib-venn ==0.11.5
- missingno ==0.4.2
- mistune ==0.8.4
- mizani ==0.6.0
- mkl ==2019.0
- mlxtend ==0.14.0
- more-itertools ==8.2.0
- moviepy ==0.2.3.5
- mpmath ==1.1.0
- msgpack ==1.0.0
- multiprocess ==0.70.9
- multitasking ==0.0.9
- murmurhash ==1.0.2
- music21 ==5.5.0
- natsort ==5.5.0
- nbconvert ==5.6.1
- nbformat ==5.0.5
- networkx ==2.4
- nibabel ==3.0.2
- nltk ==3.2.5
- notebook ==5.2.2
- np-utils ==0.5.12.1
- numba ==0.47.0
- numexpr ==2.7.1
- numpy ==1.18.2
- nvidia-ml-py3 ==7.352.0
- oauth2client ==4.1.3
- oauthlib ==3.1.0
- okgrade ==0.4.3
- opencv-contrib-python ==4.1.2.30
- opencv-python ==4.1.2.30
- openpyxl ==2.5.9
- opt-einsum ==3.2.0
- osqp ==0.6.1
- packaging ==20.3
- palettable ==3.3.0
- pandas ==1.0.3
- pandas-datareader ==0.8.1
- pandas-gbq ==0.11.0
- pandas-profiling ==1.4.1
- pandocfilters ==1.4.2
- parso ==0.6.2
- pathlib ==1.0.1
- patsy ==0.5.1
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pip-tools ==4.5.1
- plac ==1.1.3
- plotly ==4.4.1
- plotnine ==0.6.0
- pluggy ==0.7.1
- portpicker ==1.3.1
- prefetch-generator ==1.0.1
- preshed ==3.0.2
- prettytable ==0.7.2
- progressbar2 ==3.38.0
- prometheus-client ==0.7.1
- promise ==2.3
- prompt-toolkit ==1.0.18
- protobuf ==3.10.0
- psutil ==5.4.8
- psycopg2 ==2.7.6.1
- ptvsd ==5.0.0a12
- ptyprocess ==0.6.0
- py ==1.8.1
- pyarrow ==0.14.1
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycocotools ==2.0.0
- pycparser ==2.20
- pydata-google-auth ==0.3.0
- pydot ==1.3.0
- pydot-ng ==2.0.0
- pydotplus ==2.0.2
- pyemd ==0.5.1
- pyglet ==1.5.0
- pygobject ==3.26.1
- pymc3 ==3.7
- pymongo ==3.10.1
- pymystem3 ==0.2.0
- pyparsing ==2.4.6
- pyrsistent ==0.16.0
- pysndfile ==1.3.8
- pystan ==2.19.1.1
- pytest ==3.6.4
- python-apt ==1.6.5
- python-chess ==0.23.11
- python-dateutil ==2.8.1
- python-louvain ==0.13
- python-slugify ==4.0.0
- python-utils ==2.4.0
- pytz ==2018.9
- pyzmq ==17.0.0
- qtconsole ==4.7.2
- regex ==2019.12.20
- requests ==2.21.0
- requests-oauthlib ==1.3.0
- resampy ==0.2.2
- retrying ==1.3.3
- rpy2 ==3.2.7
- rsa ==4.0
- s3fs ==0.4.2
- s3transfer ==0.3.3
- scikit-image ==0.16.2
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- screen-resolution-extra ==0.0.0
- scs ==2.1.2
- seaborn ==0.10.0
- setuptools-git ==1.2
- simplegeneric ==0.8.1
- six ==1.12.0
- sklearn ==0.0
- sklearn-pandas ==1.8.0
- smart-open ==1.10.0
- snowballstemmer ==2.0.0
- sortedcontainers ==2.1.0
- spacy ==2.2.4
- sphinxcontrib-websupport ==1.2.1
- sqlparse ==0.3.1
- srsly ==1.0.2
- statsmodels ==0.10.2
- sympy ==1.1.1
- tables ==3.4.4
- tabulate ==0.8.7
- tblib ==1.6.0
- tensorboard ==2.2.0
- tensorboard-plugin-wit ==1.6.0.post2
- tensorboardcolab ==0.0.22
- tensorflow ==2.2.0rc2
- tensorflow-addons ==0.8.3
- tensorflow-datasets ==2.1.0
- tensorflow-estimator ==2.2.0rc0
- tensorflow-gcs-config ==2.1.8
- tensorflow-hub ==0.7.0
- tensorflow-metadata ==0.21.1
- tensorflow-privacy ==0.2.2
- tensorflow-probability ==0.9.0
- termcolor ==1.1.0
- terminado ==0.8.3
- testpath ==0.4.4
- text-unidecode ==1.3
- textblob ==0.15.3
- textgenrnn ==1.4.1
- thinc ==7.4.0
- toolz ==0.10.0
- torch ==1.4.0
- torchsummary ==1.5.1
- torchtext ==0.3.1
- torchvision ==0.5.0
- tornado ==4.5.3
- tqdm ==4.38.0
- traitlets ==4.3.3
- tweepy ==3.6.0
- typeguard ==2.7.1
- typing ==3.6.6
- typing-extensions ==3.6.6
- tzlocal ==1.5.1
- umap-learn ==0.3.10
- uritemplate ==3.0.1
- urllib3 ==1.24.3
- vega-datasets ==0.8.0
- wasabi ==0.6.0
- wcwidth ==0.1.9
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- wordcloud ==1.5.0
- wrapt ==1.12.1
- xarray ==0.15.1
- xgboost ==0.7.post3
- xkit ==0.0.0
- xlrd ==1.1.0
- xlwt ==1.3.0
- yellowbrick ==0.9.1
- zict ==2.0.0
- zipp ==3.1.0