A knowledge repo for topics concerning data science and machine-learning. Jupyter notebooks are used to run the examples. Python3 is preferred.
- Linear Regression
- Logistic Regression
- Principal component analysis
- Random Forests
- Support Vector Machine (with grid search)
- Spam filter using Bag of words model
- Tensor Flow MNIST example
- Tensor Flow Financial analysis project
- Tensor Flow Estimator API Playground
- Yelp review sentiment analysis