MLFinalProject

Dataset

"scrubbed.csv" was a ufo sightings dataset found on kaggle

Goal

We wanted to predict the when the next UFO sighting will be in California and where in California it will take place using latitude and longitude values.

Demo

demo

Report

report

Presentation

presentation

View/Run Our Code

Importing Keras tends to crash Jupyter Notebook, so please only view/run our code from this google colab link which seemed to fix this problem

Note: you will be instructed to log into you google drive account associated with your ucdavis email & select ALL for access

Running Our UI

1. download "project_code_ui.py", "scrubbed.csv", and the folder "cb_2018_us_state_500k"
2. place these items all in the same local directory
3. open the terminal & cd into the directory with all your downloaded files
4. type this command into your terminal:

$ streamlit run project_code_ui.py

Note: takes a bit of time to load results

Example:

Input of year = 1

question 1 ~8 minutes

question 2 ~9 minutes

Input of year = 2

question 1 ~16 minutes

question 2 ~9 minutes