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Adedamola committed Apr 2, 2021
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# ethereum-fraud-detection
This repository contains attempts of using MLP and SOM neural networks to detect fraud in ethereum transactions

- Activate a venv environment
- Install the requirements using `pip install -r requirements.txt`
- Run the different notebooks on Jupyter
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absl-py==0.12.0
appnope==0.1.2
argon2-cffi==20.1.0
astunparse==1.6.3
async-generator==1.10
attrs==20.3.0
backcall==0.2.0
bleach==3.3.0
cached-property==1.5.2
cachetools==4.2.1
certifi==2020.12.5
cffi==1.14.5
chardet==4.0.0
cycler==0.10.0
decorator==4.4.2
defusedxml==0.7.1
entrypoints==0.3
flatbuffers==1.12
gast==0.3.3
google-auth==1.28.0
google-auth-oauthlib==0.4.4
google-pasta==0.2.0
grpcio==1.32.0
h5py==2.10.0
idna==2.10
imbalanced-learn==0.8.0
imblearn==0.0
importlib-metadata==3.10.0
ipykernel==5.5.3
ipython==7.22.0
ipython-genutils==0.2.0
ipywidgets==7.6.3
jedi==0.18.0
Jinja2==2.11.3
joblib==1.0.1
jsonschema==3.2.0
jupyter==1.0.0
jupyter-client==6.1.12
jupyter-console==6.4.0
jupyter-core==4.7.1
jupyterlab-pygments==0.1.2
jupyterlab-widgets==1.0.0
Keras==2.4.3
Keras-Preprocessing==1.1.2
kiwisolver==1.3.1
Markdown==3.3.4
MarkupSafe==1.1.1
matplotlib==3.4.1
mistune==0.8.4
nbclient==0.5.3
nbconvert==6.0.7
nbformat==5.1.2
nest-asyncio==1.5.1
notebook==6.3.0
numpy==1.19.5
oauthlib==3.1.0
opt-einsum==3.3.0
packaging==20.9
pandas==1.2.3
pandocfilters==1.4.3
parso==0.8.2
pexpect==4.8.0
pickleshare==0.7.5
Pillow==8.1.2
prometheus-client==0.9.0
prompt-toolkit==3.0.18
protobuf==3.15.6
ptyprocess==0.7.0
pyasn1==0.4.8
pyasn1-modules==0.2.8
pycparser==2.20
Pygments==2.8.1
pyparsing==2.4.7
pyrsistent==0.17.3
python-dateutil==2.8.1
pytz==2021.1
PyYAML==5.4.1
pyzmq==22.0.3
qtconsole==5.0.3
QtPy==1.9.0
requests==2.25.1
requests-oauthlib==1.3.0
rsa==4.7.2
scikit-learn==0.24.1
scipy==1.6.2
seaborn==0.11.1
Send2Trash==1.5.0
six==1.15.0
sns==0.1
susi==1.1.2
tensorboard==2.4.1
tensorboard-plugin-wit==1.8.0
tensorflow==2.4.1
tensorflow-estimator==2.4.0
termcolor==1.1.0
terminado==0.9.4
testpath==0.4.4
threadpoolctl==2.1.0
tornado==6.1
tqdm==4.59.0
traitlets==5.0.5
typing-extensions==3.7.4.3
urllib3==1.26.4
wcwidth==0.2.5
webencodings==0.5.1
Werkzeug==1.0.1
widgetsnbextension==3.5.1
wrapt==1.12.1
zipp==3.4.1

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