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GitHub / semasuka / Credit-card-approval-prediction-classification
Credit risk analysis for credit card applicants
Stars: 94
Forks: 33
Open Issues: 1
License: mit
Language: Jupyter Notebook
Repo Size: 29.5 MB
Dependencies:
236
Created: over 2 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: binary-classification, card, credit-card, credit-risk-analysis, machine-learning, numpy, pandas, python, python3, scikit-learn, streamlit
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Dependencies
assets/environment.yml
conda
- abseil-cpp 20210324.2
- altair 4.2.0
- appnope 0.1.2
- argh 0.26.2
- argon2-cffi 21.3.0
- argon2-cffi-bindings 21.2.0
- arrow-cpp 6.0.1
- astor 0.8.1
- asttokens 2.0.5
- attrs 21.4.0
- aws-c-auth 0.6.8
- aws-c-cal 0.5.12
- aws-c-common 0.6.17
- aws-c-compression 0.2.14
- aws-c-event-stream 0.2.7
- aws-c-http 0.6.10
- aws-c-io 0.10.14
- aws-c-mqtt 0.7.10
- aws-c-s3 0.1.29
- aws-c-sdkutils 0.1.1
- aws-checksums 0.1.12
- aws-crt-cpp 0.17.10
- aws-sdk-cpp 1.9.160
- backcall 0.2.0
- backports 1.0
- backports.functools_lru_cache 1.6.4
- base58 2.1.1
- black 22.1.0
- bleach 4.1.0
- blinker 1.4
- boto3 1.20.46
- botocore 1.23.46
- brotli 1.0.9
- brotli-bin 1.0.9
- brotlipy 0.7.0
- bzip2 1.0.8
- c-ares 1.18.1
- ca-certificates 2021.10.8
- cachetools 5.0.0
- certifi 2021.10.8
- cffi 1.15.0
- charset-normalizer 2.0.11
- click 8.0.3
- colorama 0.4.4
- cryptography 36.0.1
- cycler 0.11.0
- dataclasses 0.8
- debugpy 1.5.1
- decorator 5.1.1
- defusedxml 0.7.1
- entrypoints 0.3
- executing 0.8.2
- flit-core 3.6.0
- fonttools 4.29.1
- freetype 2.10.4
- gflags 2.2.2
- gitdb 4.0.9
- gitpython 3.1.26
- glog 0.5.0
- grpc-cpp 1.42.0
- htmlmin 0.1.12
- idna 3.3
- imagehash 4.2.1
- imbalanced-learn 0.9.0
- importlib-metadata 4.10.1
- importlib_resources 5.4.0
- ipykernel 6.7.0
- ipython 8.0.1
- ipython_genutils 0.2.0
- ipywidgets 7.6.5
- jbig 2.1
- jedi 0.18.1
- jinja2 3.0.3
- jmespath 0.10.0
- joblib 1.0.1
- jpeg 9e
- jsonschema 4.4.0
- jupyter 1.0.0
- jupyter_client 7.1.2
- jupyter_console 6.4.0
- jupyter_core 4.9.1
- jupyterlab_pygments 0.1.2
- jupyterlab_widgets 1.0.2
- kiwisolver 1.3.2
- krb5 1.19.2
- lcms2 2.12
- lerc 3.0
- libblas 3.9.0
- libbrotlicommon 1.0.9
- libbrotlidec 1.0.9
- libbrotlienc 1.0.9
- libcblas 3.9.0
- libcurl 7.81.0
- libcxx 12.0.1
- libdeflate 1.8
- libedit 3.1.20191231
- libev 4.33
- libevent 2.1.10
- libffi 3.4.2
- libgfortran 5.0.0.dev0
- libgfortran5 11.0.1.dev0
- liblapack 3.9.0
- libllvm11 11.1.0
- libnghttp2 1.46.0
- libopenblas 0.3.18
- libpng 1.6.37
- libprotobuf 3.19.4
- libsodium 1.0.18
- libssh2 1.10.0
- libthrift 0.15.0
- libtiff 4.3.0
- libutf8proc 2.7.0
- libwebp-base 1.2.2
- libzlib 1.2.11
- llvm-openmp 12.0.1
- llvmlite 0.38.0
- lz4-c 1.9.3
- markupsafe 2.0.1
- matplotlib 3.5.1
- matplotlib-base 3.5.1
- matplotlib-inline 0.1.3
- missingno 0.4.2
- mistune 0.8.4
- multimethod 1.4
- munkres 1.1.4
- mypy_extensions 0.4.3
- nbclient 0.5.10
- nbconvert 6.4.1
- nbformat 5.1.3
- ncurses 6.3
- nest-asyncio 1.5.4
- networkx 2.6.3
- notebook 6.4.8
- numba 0.55.0
- numpy 1.21.5
- olefile 0.46
- openjpeg 2.4.0
- openssl 1.1.1l
- orc 1.7.1
- packaging 21.3
- pandas 1.4.0
- pandas-profiling 3.1.0
- pandocfilters 1.5.0
- parquet-cpp 1.5.1
- parso 0.8.3
- pathspec 0.9.0
- patsy 0.5.2
- pexpect 4.8.0
- phik 0.11.2
- pickleshare 0.7.5
- pillow 8.4.0
- pip 22.0.2
- platformdirs 2.3.0
- prometheus_client 0.13.1
- prompt-toolkit 3.0.26
- prompt_toolkit 3.0.26
- protobuf 3.19.4
- ptyprocess 0.7.0
- pure_eval 0.2.2
- pyarrow 6.0.1
- pycparser 2.21
- pydantic 1.9.0
- pydeck 0.7.1
- pygments 2.11.2
- pympler 0.9
- pyopenssl 22.0.0
- pyparsing 3.0.7
- pyrsistent 0.18.1
- pysocks 1.7.1
- python 3.10.2
- python-dateutil 2.8.2
- python-tzdata 2021.5
- python_abi 3.10
- pytz 2021.3
- pytz-deprecation-shim 0.1.0.post0
- pywavelets 1.2.0
- pyyaml 6.0
- pyzmq 22.3.0
- re2 2021.11.01
- readline 8.1
- requests 2.27.1
- s3transfer 0.5.0
- scikit-learn 1.0.2
- scikit-plot 0.3.7
- scipy 1.7.3
- seaborn 0.11.2
- seaborn-base 0.11.2
- send2trash 1.8.0
- setuptools 60.6.0
- six 1.16.0
- smmap 3.0.5
- snappy 1.1.8
- sqlite 3.37.0
- stack_data 0.1.4
- statsmodels 0.13.1
- streamlit 1.5.0
- tangled-up-in-unicode 0.1.0
- terminado 0.13.1
- testpath 0.5.0
- threadpoolctl 3.1.0
- tk 8.6.11
- toml 0.10.2
- tomli 2.0.0
- toolz 0.11.2
- tornado 6.1
- tqdm 4.62.3
- traitlets 5.1.1
- typed-ast 1.5.2
- typing-extensions 4.0.1
- typing_extensions 4.0.1
- tzdata 2021e
- tzlocal 4.1
- unicodedata2 14.0.0
- urllib3 1.26.8
- validators 0.18.2
- visions 0.7.4
- watchdog 2.1.6
- wcwidth 0.2.5
- webencodings 0.5.1
- wheel 0.37.1
- widgetsnbextension 3.5.2
- xz 5.2.5
- yaml 0.2.5
- yellowbrick 1.3.post1
- zeromq 4.3.4
- zipp 3.7.0
- zlib 1.2.11
- zstd 1.5.2
requirements.txt
pypi
- boto3 ==1.20.34
- imbalanced-learn ==0.9.0
- joblib >=0.11,<=1.0.1
- numpy ==1.22.0
- pandas ==1.3.5
- scikit-learn ==1.0.2
- streamlit >=1.8.1
- streamlit-lottie ==0.0.3