README.md

Red-y-Set-Go: A Menstrual Cycle Tracking Website

Describe your project. Give a short description of what the general idea your team has.

* Neural Network - LSTM

- Tracks which period of the menstrual cycle the user is in: menstruation, the follicular phase, ovulation or the luteal phase - Charts trends and predicts when the user is likely to get their next period

* Machine Learning - Predictive - based on the phases

- Hydration, Exercise - Recommending a Skincare routine for the user

What is the purpose of your product? What problem are you trying to solve? Who is your target audience or consumer?

The problem: Women often get multiple pieces of advice about how to deal with their menstrual cycle, such as what to eat, whether or not they should exercise, etc Target audience: People who menstruate - INCLUSIVE LANGUAGE!! We also wanted to learn more about Neural Networks and Machine Learning, so we used this to learn more.

What are the primary features you want to implement? This should be the barebones of your product, and serve the baseline functionalities.

- Should have a calendar showing the next predicted dates for menstruation. - Should allow the user to see what phase they are currently in - Allow users to input their age, height, weight. Focus on: period flow, state of mind, cramps. - Allow users to take short notes - Should give an exercise tab that displays how long to exercise and what kinds of exercises to avoid/focus on - Recommended amount of water to drink

Give a brief description of the technology stack your team will use. (Ex: what back-end, front-end, database, frameworks, etc.)

- Frontend: DJANGO, JS - SQL, Python - Tensorflow, PyTorch, NumPy, Pandas, MatPlotLib/seaborn, HuggingFace

What are additional features your team may want to implement later on? What potential does your idea or project have?

- Integrate it with fitbit to track data automatically and reduce the required manual input - Improve the LSTM Model using more data - Recommending a skincare routines to avoid flare up, and possible supplements to take