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https://github.com/blakeziegler/nfl-ai

Sports AI featuring Deep Learning Neural Networks from Scratch
https://github.com/blakeziegler/nfl-ai

artificial-intelligence calculus deep-neural-networks linear-algebra neural-network numpy predictive-modeling sports statistics

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Sports AI featuring Deep Learning Neural Networks from Scratch

Host: GitHub
URL: https://github.com/blakeziegler/nfl-ai
Owner: blakeziegler
License: mit
Created: 2024-10-29T19:01:32.000Z (18 days ago)
Default Branch: main
Last Pushed: 2024-10-31T18:14:01.000Z (16 days ago)
Last Synced: 2024-10-31T19:17:43.407Z (16 days ago)
Topics: artificial-intelligence, calculus, deep-neural-networks, linear-algebra, neural-network, numpy, predictive-modeling, sports, statistics
Language: Python
Homepage:
Size: 107 MB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 3
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

# NFL-AI

### High Level Workflow
![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXcLU08nA7xFEh2n-G2vPRhgB7C-RNrSskxoLcIsmzaxXvvpyi97RkeW8JKXiHvtuUsrKfw0YGRd32pfzIEnstnyN1ctUw3dLtdvALLhKkQZOGvNVYQXQJa4HXm-2MkWmFJgWL4fSIbptZzcJpLHfzo1CLmU?key=AxnRBYyBp3KqZx20flgOOynW)

### Data
**Historic NFL Data** *(https://www.kaggle.com/datasets/tobycrabtree/nfl-scores-and-betting-data)*

Kaggle dataset comprised of the majority of NFL football games dating back to 1966 with 25 unique features for each game.

### Line Generation Neural Network