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GitHub / dishangPatel / ITS_FRAUD_ML_FALL_TERM_2022_PROJECT
Given real world online transaction data...with attributes like which card was used and what amount of transaction was. We are suppose to classify if transaction made was fraudulent or not.
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 771 KB
Dependencies:
1,244
Created: over 1 year ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
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Dependencies
- Boruta ==0.3
- CVXcanon ==0.1.2
- Cython ==0.29.32
- Delorean ==1.0.0
- Fiona ==1.8.22
- Flask ==2.2.2
- Geohash ==1.0
- HeapDict ==1.0.1
- Janome ==0.4.2
- Jinja2 ==3.1.2
- Keras-Preprocessing ==1.1.2
- Levenshtein ==0.20.7
- LunarCalendar ==0.0.9
- Mako ==1.2.3
- MarkupSafe ==2.1.1
- PuLP ==2.6.0
- PyArabic ==0.6.15
- PyAstronomy ==0.18.0
- PyMeeus ==0.5.11
- PyPrind ==2.11.3
- PyUpSet ==0.1.1.post7
- Pympler ==1.0.1
- QtPy ==2.1.0
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- SecretStorage ==3.3.2
- SimpleITK ==2.2.0
- TPOT ==0.11.7
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- Wand ==0.6.10
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- Wordbatch ==1.4.9
- absl-py ==0.15.0
- accelerate ==0.12.0
- access ==1.1.8
- affine ==2.3.1
- aiobotocore ==2.4.0
- aioitertools ==0.11.0
- albumentations ==1.3.0
- alembic ==1.8.1
- allennlp ==2.10.0
- altair ==4.2.0
- annoy ==1.17.1
- ansiwrap ==0.8.4
- apache-beam ==2.40.0
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- conda ==22.9.0
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- accelerate ==0.12.0
- access ==1.1.8
- affine ==2.3.1
- aiobotocore ==2.4.0
- aioitertools ==0.11.0
- albumentations ==1.3.0
- alembic ==1.8.1
- allennlp ==2.10.0
- altair ==4.2.0
- annoy ==1.17.1
- ansiwrap ==0.8.4
- apache-beam ==2.40.0
- aplus ==0.11.0
- arviz ==0.12.1
- astroid ==2.12.11
- astropy ==4.3.1
- astunparse ==1.6.3
- asynctest ==0.13.0
- atpublic ==2.3
- audioread ==3.0.0
- autocfg ==0.0.8
- autopage ==0.5.1
- autopep8 ==1.6.0
- aws-requests-auth ==0.4.3
- backports.zoneinfo ==0.2.1
- base58 ==2.1.1
- bayesian-optimization ==1.2.0
- bayespy ==0.5.24
- bidict ==0.22.0
- binaryornot ==0.4.4
- biopython ==1.79
- blake3 ==0.2.1
- blinker ==1.4
- blis ==0.7.9
- bokeh ==2.4.3
- boto3 ==1.24.93
- botocore ==1.27.93
- bqplot ==0.12.36
- branca ==0.5.0
- brewer2mpl ==1.4.1
- brotlipy ==0.7.0
- cached-path ==1.1.6
- cached-property ==1.5.2
- cachetools ==4.2.4
- catalogue ==2.0.8
- catalyst ==22.4
- catboost ==1.1
- category-encoders ==2.5.1.post0
- certifi ==2022.9.24
- cesium ==0.10.1
- cftime ==1.6.2
- chex ==0.1.5
- clang ==5.0
- cleverhans ==4.0.0
- click ==8.0.4
- click-plugins ==1.1.1
- cliff ==3.10.1
- cligj ==0.7.2
- cloud-tpu-client ==0.10
- cloud-tpu-profiler ==2.4.0
- cmaes ==0.8.2
- cmd2 ==2.4.2
- cmdstanpy ==1.0.7
- cmudict ==1.0.2
- colorcet ==3.0.1
- colorlog ==6.7.0
- colorlover ==0.3.0
- commonmark ==0.9.1
- conda ==22.9.0
- confection ==0.0.3
- configparser ==5.3.0
- contextily ==1.2.0
- contextlib2 ==21.6.0
- convertdate ==2.4.0
- crcmod ==1.7
- cufflinks ==0.17.3
- cymem ==2.0.7
- cysignals ==1.11.2
- cytoolz ==0.12.0
- daal ==2021.6.0
- daal4py ==2021.6.3
- dask ==2022.2.0
- datasets ==2.1.0
- datashader ==0.14.2
- datashape ==0.5.2
- datatable ==1.0.0
- datatile ==1.0.3
- deap ==1.3.3
- deprecat ==2.1.1
- deprecation ==2.1.0
- descartes ==1.1.0
- dill ==0.3.5.1
- dipy ==1.5.0
- distlib ==0.3.4
- distributed ==2022.2.0
- dlib ==19.24.0
- dm-tree ==0.1.7
- docker-pycreds ==0.4.0
- docopt ==0.6.2
- docutils ==0.19
- earthengine-api ==0.1.327
- easydict ==1.10
- easyocr ==1.6.2
- ecos ==2.0.10
- eli5 ==0.13.0
- emoji ==2.1.0
- ephem ==4.1.3
- esda ==2.4.3
- essentia ==2.1b6.dev858
- et-xmlfile ==1.1.0
- etils ==0.8.0
- fairscale ==0.4.6
- fastai ==2.7.9
- fastapi ==0.85.1
- fastavro ==1.5.2
- fastcore ==1.5.27
- fastdownload ==0.0.7
- fasteners ==0.17.3
- fastprogress ==1.0.3
- fasttext ==0.9.2
- fbpca ==1.0
- feather-format ==0.4.1
- featuretools ==1.11.1
- filelock ==3.7.1
- fitter ==1.5.1
- flake8 ==4.0.1
- flashtext ==2.7
- flatbuffers ==1.12
- flax ==0.6.1
- folium ==0.13.0
- frozendict ==2.3.4
- fsspec ==2022.8.2
- funcy ==1.17
- fury ==0.8.0
- future ==0.18.2
- fuzzywuzzy ==0.18.0
- gast ==0.4.0
- gatspy ==0.3
- gensim ==4.0.1
- geographiclib ==1.52
- geojson ==2.5.0
- geopandas ==0.10.2
- geoplot ==0.5.1
- geopy ==2.2.0
- geoviews ==1.9.5
- giddy ==2.3.3
- gluoncv ==0.10.5.post0
- gluonnlp ==0.10.0
- google-api-core ==1.33.2
- google-api-python-client ==1.12.11
- google-apitools ==0.5.31
- google-auth ==1.35.0
- google-auth-oauthlib ==0.4.6
- google-cloud-appengine-logging ==1.1.2
- google-cloud-audit-log ==0.2.2
- google-cloud-automl ==1.0.1
- google-cloud-bigquery ==2.2.0
- google-cloud-bigtable ==2.10.1
- google-cloud-core ==1.7.3
- google-cloud-dataproc ==4.0.3
- google-cloud-datastore ==2.7.1
- google-cloud-dlp ==3.7.1
- google-cloud-firestore ==2.5.3
- google-cloud-kms ==2.11.2
- google-cloud-language ==2.4.3
- google-cloud-logging ==3.1.2
- google-cloud-monitoring ==2.9.2
- google-cloud-pubsub ==2.13.0
- google-cloud-pubsublite ==1.4.2
- google-cloud-recommendations-ai ==0.2.0
- google-cloud-resource-manager ==1.5.1
- google-cloud-scheduler ==2.6.4
- google-cloud-spanner ==3.15.1
- google-cloud-speech ==2.14.1
- google-cloud-storage ==1.44.0
- google-cloud-tasks ==2.9.1
- google-cloud-translate ==3.7.4
- google-cloud-videointelligence ==2.7.1
- google-cloud-vision ==2.7.3
- google-pasta ==0.2.0
- google-resumable-media ==1.3.3
- gplearn ==0.4.2
- gpxpy ==1.5.0
- graphviz ==0.8.4
- grpc-google-iam-v1 ==0.12.4
- grpcio ==1.43.0
- grpcio-status ==1.47.0
- gviz-api ==1.10.0
- gym ==0.26.2
- gym-notices ==0.0.8
- h11 ==0.14.0
- h2o ==3.38.0.1
- h5py ==3.7.0
- haversine ==2.7.0
- hdfs ==2.7.0
- hep-ml ==0.7.1
- hijri-converter ==2.2.4
- hmmlearn ==0.2.8
- holidays ==0.16
- holoviews ==1.15.1
- hpsklearn ==0.1.0
- html5lib ==1.1
- htmlmin ==0.1.12
- httplib2shim ==0.0.3
- httptools ==0.5.0
- huggingface-hub ==0.10.1
- humanize ==4.4.0
- hunspell ==0.5.5
- husl ==4.0.3
- hydra-slayer ==0.4.0
- hyperopt ==0.2.7
- hypertools ==0.8.0
- ibis-framework ==2.1.1
- igraph ==0.10.2
- imagecodecs ==2021.11.20
- imageio ==2.19.3
- imbalanced-learn ==0.9.0
- imgaug ==0.4.0
- importlib-metadata ==4.13.0
- inequality ==1.0.0
- iniconfig ==1.1.1
- ipydatawidgets ==4.3.2
- ipyleaflet ==0.17.1
- ipympl ==0.7.0
- ipython-genutils ==0.2.0
- ipyvolume ==0.5.2
- ipyvue ==1.8.0
- ipyvuetify ==1.8.4
- ipywebrtc ==0.6.0
- ipywidgets ==7.7.1
- iso3166 ==2.1.1
- isort ==5.10.1
- isoweek ==1.3.3
- itsdangerous ==2.1.2
- jax ==0.3.23
- jaxlib ==0.3.22
- jeepney ==0.8.0
- jieba ==0.42.1
- jmespath ==1.0.1
- jsonlines ==1.2.0
- jsonnet ==0.18.0
- jupyter ==1.0.0
- jupyter-console ==6.4.4
- jupyter-http-over-ws ==0.0.8
- jupyter-lsp ==1.5.1
- jupyterlab-lsp ==3.10.2
- jupyterlab-widgets ==1.1.1
- kaggle ==1.5.12
- kaggle-environments ==1.10.0
- keras ==2.6.0
- keras-tuner ==1.1.2
- keyring ==23.6.0
- keyrings.google-artifactregistry-auth ==1.0.0
- kmapper ==2.0.1
- kmodes ==0.12.2
- korean-lunar-calendar ==0.3.1
- kornia ==0.5.8
- kt-legacy ==1.0.4
- langcodes ==3.3.0
- langid ==1.1.6
- lazy-object-proxy ==1.7.1
- leven ==1.0.4
- libpysal ==4.6.2
- librosa ==0.9.2
- lightfm ==1.16
- lightgbm ==3.3.2
- lime ==0.2.0.1
- line-profiler ==3.5.1
- llvmlite ==0.38.1
- lmdb ==1.3.0
- lml ==0.1.0
- locket ==1.0.0
- lxml ==4.9.1
- mapclassify ==2.4.3
- marisa-trie ==0.7.7
- markovify ==0.9.4
- matplotlib ==3.5.3
- matplotlib-venn ==0.11.7
- mccabe ==0.6.1
- memory-profiler ==0.60.0
- mercantile ==1.2.1
- mgwr ==2.1.2
- missingno ==0.4.2
- mizani ==0.7.3
- mlcrate ==0.2.0
- mlens ==0.2.3
- mlxtend ==0.21.0
- mmh3 ==3.0.0
- mne ==1.2.0
- mnist ==0.2.2
- mock ==4.0.3
- momepy ==0.5.4
- more-itertools ==9.0.0
- mpld3 ==0.5.8
- mpmath ==1.2.1
- msgpack ==1.0.4
- msgpack-numpy ==0.4.8
- multipledispatch ==0.6.0
- multiprocess ==0.70.13
- munch ==2.5.0
- munkres ==1.1.4
- murmurhash ==1.0.9
- mxnet ==1.9.1
- netCDF4 ==1.6.1
- nibabel ==4.0.2
- nilearn ==0.9.2
- ninja ==1.10.2.4
- nltk ==3.7
- nnabla ==1.31.0
- nose ==1.3.7
- numexpr ==2.8.3
- numpy ==1.21.6
- oauth2client ==4.1.3
- odfpy ==1.4.1
- olefile ==0.46
- onnx ==1.12.0
- opencv-contrib-python ==4.5.4.60
- opencv-python ==4.5.4.60
- opencv-python-headless ==4.5.4.60
- openpyxl ==3.0.10
- openslide-python ==1.2.0
- opt-einsum ==3.3.0
- optax ==0.1.3
- optuna ==3.0.3
- orderedmultidict ==1.0.1
- orjson ==3.7.5
- ortools ==9.4.1874
- osmnx ==1.1.1
- overrides ==6.1.0
- palettable ==3.3.0
- pandarallel ==1.6.3
- pandas ==1.3.5
- pandas-datareader ==0.10.0
- pandas-summary ==0.2.0
- pandasql ==0.7.3
- panel ==0.14.0
- param ==1.12.2
- parsy ==1.4.0
- partd ==1.3.0
- path ==16.5.0
- path.py ==12.5.0
- pathos ==0.2.9
- pathtools ==0.1.2
- pathy ==0.6.2
- pbr ==5.10.0
- pdf2image ==1.16.0
- plotly ==5.10.0
- plotly-express ==0.4.1
- plotnine ==0.8.0
- pluggy ==1.0.0
- pointpats ==2.2.0
- polyglot ==16.7.4
- pooch ==1.6.0
- portalocker ==2.6.0
- pox ==0.3.1
- ppca ==0.0.4
- ppft ==1.7.6.5
- preprocessing ==0.1.13
- preshed ==3.0.8
- progressbar2 ==4.1.1
- promise ==2.3
- pronouncing ==0.2.0
- prophet ==1.1.1
- proto-plus ==1.20.6
- protobuf ==3.19.4
- pudb ==2022.1.2
- py ==1.11.0
- py-lz4framed ==0.14.0
- py-stringmatching ==0.4.2
- py-stringsimjoin ==0.3.2
- py4j ==0.10.9.7
- pyDeprecate ==0.3.2
- pyLDAvis ==3.2.2
- pyPdf ==1.13
- pyaml ==21.10.1
- pyarrow ==8.0.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.7
- pybind11 ==2.10.0
- pyclipper ==1.3.0.post3
- pycodestyle ==2.8.0
- pycosat ==0.6.3
- pycountry ==22.3.5
- pycrypto ==2.6.1
- pyct ==0.4.8
- pydantic ==1.8.2
- pydash ==5.1.1
- pydegensac ==0.1.2
- pydicom ==2.3.0
- pydocstyle ==6.1.1
- pydot ==1.4.2
- pydub ==0.25.1
- pyemd ==0.5.1
- pyerfa ==2.0.0.1
- pyexcel-io ==0.6.6
- pyexcel-ods ==0.6.0
- pyfasttext ==0.4.6
- pyflakes ==2.4.0
- pygeos ==0.13
- pykalman ==0.9.5
- pylint ==2.15.4
- pymc3 ==3.11.5
- pymongo ==3.12.3
- pynndescent ==0.5.7
- pyocr ==0.8.3
- pyperclip ==1.8.2
- pysal ==2.6.0
- pytesseract ==0.3.10
- pytest ==7.1.3
- python-Levenshtein ==0.20.7
- python-bidi ==0.4.2
- python-dotenv ==0.21.0
- python-igraph ==0.10.2
- python-louvain ==0.16
- python-lsp-jsonrpc ==1.0.0
- python-lsp-server ==1.5.0
- python-utils ==3.3.3
- pythreejs ==2.4.1
- pytoolconfig ==1.2.2
- pytorch-ignite ==0.4.10
- pytorch-lightning ==1.7.7
- pytz-deprecation-shim ==0.1.0.post0
- pyviz-comms ==2.2.1
- qgrid ==1.3.1
- qtconsole ==5.3.1
- quantecon ==0.5.3
- quantities ==0.13.0
- qudida ==0.0.4
- quilt3 ==5.0.0
- randomgen ==1.23.1
- rapidfuzz ==2.11.1
- rasterio ==1.2.10
- rasterstats ==0.17.0
- ray ==2.0.0
- regex ==2021.11.10
- requests-futures ==1.0.0
- resampy ==0.4.2
- responses ==0.18.0
- retrying ==1.3.3
- rgf-python ==3.12.0
- rich ==12.1.0
- rope ==1.3.0
- rvlib ==0.0.6
- s2sphere ==0.2.5
- s3fs ==2022.8.2
- s3transfer ==0.6.0
- sacremoses ==0.0.53
- scattertext ==0.1.7
- scikit-image ==0.19.3
- scikit-learn-intelex ==2021.6.3
- scikit-multilearn ==0.2.0
- scikit-optimize ==0.9.0
- scikit-plot ==0.3.7
- scikit-surprise ==1.1.1
- segregation ==2.3.1
- semver ==2.13.0
- sentencepiece ==0.1.97
- sentry-sdk ==1.9.10
- setproctitle ==1.3.2
- setuptools-git ==1.2
- shap ==0.41.0
- shortuuid ==1.0.9
- simplejson ==3.17.6
- six ==1.15.0
- sklearn ==0.0
- sklearn-pandas ==2.2.0
- slicer ==0.0.7
- smart-open ==5.2.1
- smhasher ==0.150.1
- snowballstemmer ==2.2.0
- snuggs ==1.4.7
- sortedcontainers ==2.4.0
- soundfile ==0.11.0
- spacy ==3.3.1
- spacy-legacy ==3.0.10
- spacy-loggers ==1.0.3
- spaghetti ==1.6.5
- spectral ==0.23.1
- spglm ==1.0.8
- sphinx-rtd-theme ==0.2.4
- spint ==1.0.7
- splot ==1.1.5.post1
- spopt ==0.4.1
- spreg ==1.2.4
- spvcm ==0.3.0
- squarify ==0.4.3
- srsly ==2.4.5
- starlette ==0.20.4
- stemming ==1.0.1
- stevedore ==3.5.1
- stop-words ==2018.7.23
- stopit ==1.1.2
- stumpy ==1.11.1
- sympy ==1.10.1
- tables ==3.7.0
- tabulate ==0.9.0
- tbb ==2021.7.0
- tblib ==1.7.0
- tensorboard ==2.10.1
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-profile ==2.4.0
- tensorboard-plugin-wit ==1.8.1
- tensorboardX ==2.5.1
- tensorflow-addons ==0.14.0
- tensorflow-cloud ==0.1.14
- tensorflow-datasets ==4.3.0
- tensorflow-decision-forests ==0.2.0
- tensorflow-estimator ==2.6.0
- tensorflow-gcs-config ==2.6.0
- tensorflow-hub ==0.12.0
- tensorflow-io ==0.21.0
- tensorflow-metadata ==1.9.0
- tensorflow-probability ==0.14.1
- tensorflow-serving-api ==2.9.0
- tensorflow-transform ==1.9.0
- tensorpack ==0.11
- termcolor ==1.1.0
- text-unidecode ==1.3
- textblob ==0.17.1
- texttable ==1.6.4
- textwrap3 ==0.9.2
- tfx-bsl ==1.9.0
- thinc ==8.0.17
- tifffile ==2021.11.2
- tobler ==0.9.0
- tokenizers ==0.12.1
- tomlkit ==0.11.5
- toolz ==0.11.2
- torch ==1.11.0
- torchaudio ==0.11.0
- torchmetrics ==0.10.0
- torchtext ==0.12.0
- torchvision ==0.12.0
- traceml ==1.0.3
- traittypes ==0.2.1
- transformers ==4.20.1
- trueskill ==0.4.5
- tsfresh ==0.19.0
- typeguard ==2.13.3
- typer ==0.4.2
- typing-utils ==0.1.0
- typing_extensions ==4.4.0
- tzdata ==2022.5
- tzlocal ==4.2
- umap-learn ==0.5.3
- update-checker ==0.18.0
- uritemplate ==3.0.1
- urllib3 ==1.26.12
- urwid ==2.1.2
- urwid-readline ==0.13
- uvicorn ==0.18.3
- uvloop ==0.17.0
- vaex ==4.14.0
- vaex-astro ==0.9.2
- vaex-core ==4.14.0
- vaex-hdf5 ==0.13.0
- vaex-jupyter ==0.8.0
- vaex-ml ==0.18.0
- vaex-server ==0.8.1
- vaex-viz ==0.5.4
- vecstack ==0.4.0
- virtualenv ==20.15.1
- vowpalwabbit ==9.5.0
- vtk ==9.2.2
- wandb ==0.12.21
- wasabi ==0.10.1
- watchfiles ==0.17.0
- wavio ==0.0.4
- webencodings ==0.5.1
- websockets ==10.3
- wfdb ==4.0.0
- whatthepatch ==1.0.2
- widgetsnbextension ==3.6.1
- witwidget ==1.8.0
- woodwork ==0.16.4
- wordcloud ==1.8.2.2
- wordsegment ==1.3.1
- wrapt ==1.12.1
- wslink ==1.8.4
- xarray ==0.20.2
- xarray-einstats ==0.2.2
- xgboost ==1.6.2
- xvfbwrapper ==0.2.9
- xxhash ==3.0.0
- xyzservices ==2022.9.0
- yacs ==0.1.8
- yapf ==0.32.0
- yellowbrick ==1.5
- zict ==2.2.0