DS4400_Project

Identifying API access behavior anomalies

Running Scripts

First run Data_preprocess.ipynb to produce the training, testing, and validation datasets to be used in the models.
Run the following model codes in any order to view models' performances:
- LinearSVC.ipynb
- LinearSVC_SGD.ipynb
- LogReg.ipynb
- LogReg_SGD.ipynb
- RidgeReg.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data		data
figures		figures
.DS_Store		.DS_Store
.git_ignore		.git_ignore
Data_preprocess.ipynb		Data_preprocess.ipynb
LinearSVC.ipynb		LinearSVC.ipynb
LinearSVC_SGD.ipynb		LinearSVC_SGD.ipynb
LogReg.ipynb		LogReg.ipynb
LogReg_SGD.ipynb		LogReg_SGD.ipynb
ProposalReport_LeWinter.pdf		ProposalReport_LeWinter.pdf
README.md		README.md
Report_LeWinter-Suryadevara.pdf		Report_LeWinter-Suryadevara.pdf
RidgeReg.ipynb		RidgeReg.ipynb