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GitHub / semasuka / Income-classification

Predicting if an individual make more than 50K using different features

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/semasuka%2FIncome-classification

Stars: 1
Forks: 0
Open Issues: 0

License: mit
Language: Jupyter Notebook
Repo Size: 181 MB
Dependencies: 234

Created: over 2 years ago
Updated: almost 2 years ago
Last pushed: about 2 years ago
Last synced: about 1 year ago

Topics: aws-s3, binary-classification, data-analysis, data-science, data-visualization, eda, finance-analytics, machine-learning, precision, python, random-forest-classifier, scikit-learn, streamlit

Files

Readme

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
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
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