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AI Basketball Analysis
🏀 AI web app and API to analyze basketball shots and shooting pose.
pose-estimation sports basketball api
NumPy Fundamentals for Data Science and Machine Learning
In-depth interactive tutorial of NumPy fundamentals for data science & machine learning. From the ndarray object to applied linear algebra. Project is 70% ...
numpy python article interactive
Matplotlib Style Configurator
Ever wondered what all those matplotlib rc parameters do? Here's a interactive plot style customizer, made with Streamlit.
matplotlib streamlit code demo
CNN Explainer
CNN Explainer uses TensorFlow.js, an in-browser GPU-accelerated deep learning library to load the pretrained model for visualization.
convolutional-neural-networks tensorflow-js interactive interpretability
VAE Explorer
A tool that can be used to explore pre-trained tensorflow VAE models and interpolate between data points. Trained on MNIST and Fashion-MNIST.
variational-autoencoders autoencoders tensorflow-js interactive
Dash DETR Detection App
A User Interface for DETR built with Dash. 100% Python.
detr object-detection end-to-end dash
Seeing Theory
A visual introduction to probability and statistics.
interactive visualization probability statistics
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