Email Datasets can be found here
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Dec 28, 2025 - Python
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enron-dataset
Here are 25 public repositories matching this topic...
A Person Of Interest identifier based on ENRON CORPUS data.
validation evaluation feature-selection kmeans person-of-interest outlier-removal fraud-detection regression-analysis enron-emails enron-dataset
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Jul 22, 2020 - Jupyter Notebook
🤖 Codes and notes from Udacity Intro to Machine Learning course.
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Apr 4, 2018 - Python
Exploratory Analysis of Enron Dataset and Classification using multiple algorithms
python machine-learning numpy scikit-learn jupyter-notebook pandas classification email-classifier enron-dataset
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Aug 10, 2024 - Jupyter Notebook
This Repo holds the projects, which I completed as part Udacity Data Analyst Nano Degree. 👨🎓🤘
python data-science data machine-learning udacity r mongodb openstreetmap machine-learning-algorithms jupyter-notebook data-visualization titanic-kaggle data-analysis udacity-nanodegree enron udacity-data-analyst-nanodegree bay-area stroop-effect wrangling enron-dataset
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Dec 31, 2018 - HTML
nlp machine-learning prediction classification nlp-machine-learning enron enron-emails enron-dataset
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Jun 23, 2018 - DIGITAL Command Language
Anomaly Detection on the Enron financial-email dataset, using specialised unsupervised machine learning algorithms: One-class SVM, Isolation Forest, LOF.
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May 12, 2021 - Jupyter Notebook
Use support vector machine to do text learning in order to classify email by authors
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Aug 13, 2024 - Python
This is the repository for my project, "Identifying Fraud from Enron Email ," for the Udacity Intro to Machine Learning Course
machine-learning udacity machine-learning-algorithms enron udacity-machine-learning-nanodegree enron-dataset enron-fraud-case udacity-intro-to-machine-learning
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Jun 19, 2018 - Python
A Spam Filter Python implementation without libraries using Naive Bayes Learning.
python data-science machine-learning naive-bayes-classifier spam-filtering enron spam-filter enron-dataset test-train-dataset
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Mar 1, 2020 - Python
A Person Of Interest Identifier Model, for the Enron Fraud Case, based on various Machine Learning Concepts.
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Nov 9, 2017 - Python
Udacity Machine Learning
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Mar 24, 2019 - DIGITAL Command Language
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Feb 21, 2021 - Jupyter Notebook
A quick Python implementation of a text generator based on a Markov process.
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Dec 19, 2020 - Python
Machine learning algorithms applied to explore Enron email dataset and figure out patterns about people involved in the scandal.
python machine-learning udacity validation evaluations svm regression feature-selection supervised-learning pca k-means unsupervised-learning decision-tree udacity-android-nanodegree udacity-machine-learning-nanodegree text-learning enron-emails enron-dataset enron-email-dataset enron-fraud-case
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Jan 26, 2019 - DIGITAL Command Language
Machine Learning Basics
text-classification regression supervised-learning pca classification outliers feature-engineering unsupervised-learning evaluation-metrics enron-dataset
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Dec 9, 2022 - Python
Contains projects needed to complete Udacity's Data Analyst Nanodegree Program
python machine-learning udacity r sql numpy sklearn pandas data-visualization data-wrangling openstreetmap-data wine-quality stroop-effect baseball-statistics data-analyst-nanodegree titanic-survival-exploration enron-dataset bikeshare-data
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Jul 10, 2019 - HTML
Data mining and network analysis of the Enron email dataset to detect anomalous communication patterns and potential fraudulent behavior. Implements graph-based anomaly detection using Python, NetworkX, and statistical outlier analysis to identify suspicious email activity.
data-mining graph-theory network-analysis fraud-detection anomaly-detection enron-dataset email-analysis
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Dec 10, 2025 - Jupyter Notebook
Email classification with classic ML and modern NLP (LSTM/BERT): training, evaluation, benchmarks, reproducible pipeline, CLI and Streamlit demo.
nlp machine-learning deep-learning text-classification scikit-learn transformers pytorch lstm reproducibility spam-detection bert f1-score roc-auc enron-dataset text-preprocessing email-classification streamlit ham-spam
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Oct 26, 2025 - Jupyter Notebook
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