myNBA-Backend is a web api that provides statistical analysis on the NBA using various machine learning models. Data retreieved from nba_api
- sklearn
- nba_api
- numpy
- flask
Generates labels based on Sklearn.Gaussian Mixture Modeling with kclusters clusters.
Parameters
| Name | Required | Type | Description |
|---|---|---|---|
kclusters |
required | int | Number of clusters for GMM. |
| Response
[
{"class":0,"name":"Kyle Anderson"},..,{"class":0,"name":"OG Anunoby"},
{"class":1,"name":"Domantas Sabonis"},...,{"class":1,"name":"Mason Plumlee"}
{"class":2,"name":"Eric Bledsoe"},...,{"class":2,"name":"Trae Young"},
{"class":3,"name":"Harrison Barnes"},...,{"class":3,"name":"Frank Kaminsky"}...
]
- Ryan Chang - Developer - Personal Website