ZackAkil / optimising-basketball
Using Keras, TensorFlow.js and image processing to analyse my basketball skillz.
☆29Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for optimising-basketball
- A python tool to visualise game animations☆79Updated 5 years ago
- Judging basketball shots and analyzing shooting pose with machine learning☆109Updated last year
- Computer vision based technologies implemented using tensorflow from ground up☆16Updated 3 years ago
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated 11 months ago
- Visualizations to better understand NBA shooting tendencies and efficiency and classification models to predict shot outcomes☆38Updated 6 years ago
- Easily make interactive plots of player-tracking data☆11Updated 3 years ago
- Short, offhand analyses of the NBA☆41Updated 5 years ago
- Interactive exploration of NBA roster turnover☆14Updated 2 months ago
- "Building a Recommender System from Scratch" Workshop Material for PyDataDC 2018☆23Updated 5 years ago
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆22Updated 4 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆34Updated 4 years ago
- Deep learning based player tracking for sports analysis .☆60Updated 5 years ago
- Data collection, processing, visualization, modeling, and ideation in the space of sports analytics☆33Updated 3 years ago
- Jupyter notebook tutorials for football analytics☆9Updated 3 years ago
- Comparing Polars to Pandas and a small introduction☆43Updated 3 years ago
- A collection of soccer analytics research☆16Updated 2 years ago
- ☆25Updated 2 years ago
- A python package that is a wrapper for Plotly to generate football tracking and event data plots☆10Updated 3 years ago
- A model to analyse the performance of soccer players☆12Updated 4 years ago
- ☆38Updated 3 years ago
- ☆11Updated last year
- Data Scientist code test☆19Updated 4 years ago
- A detailed guide to feature engineering for machine learning in Python☆24Updated 4 years ago
- ☆96Updated 2 years ago
- Repository for the MLSA18 Football Pass Prediction Challenge.☆15Updated 6 years ago
- Repository which contains various scripts and work with various basketball statistics☆152Updated 9 months ago
- ☆74Updated 3 years ago
- ☆292Updated 2 years ago
- Offside Detection in Football using Computer Vision algorithm☆34Updated 7 years ago
- SpaceJam: a Dataset for Basketball Action Recognition☆165Updated 3 years ago