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marathon
Inspiration
Want to predict your marathon record?
What it does
It predicts the marathon record based on the previous marathon record.
How I built it
We first analyzed big data from the previous marathons (almost 80,000 cases) using python and TensorFlow. If you choose the runner, the machine-learning analyzes up to 30km. Then, it predicts 35, 40, 42.195km records by using linear regression and comparing it with the actual data. Also, we've used multi-variable regression to solve the problem. It that way, it predicts the marathon record by inserting sex, age, pace information.
Challenges I ran into
UI part
Accomplishments that I'm proud of
Finished on time
What I learned
Machine learning
What's next for marathon
Built With
- machine-learning
- pandas
- python
- tensorflow
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