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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
The "Python Machine Learning (1st edition)" book code repository and info resource
Public facing notes page
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Best Practices, code samples, and documentation for Computer Vision.
Visualizations for machine learning datasets
An adversarial example library for constructing attacks, building defenses, and benchmarking both
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Segment Anything in Medical Images
Microsoft Quantum Development Kit Samples
A python library for decision tree visualization and model interpretation.
Introduction to Deep Neural Networks with Keras and Tensorflow
A python tutorial on bayesian modeling techniques (PyMC3)
Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
Dense image captioning in Torch
Automatic 2D-to-3D Video Conversion with CNNs
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Python Helper library for Jupyter Notebooks
Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA
A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
A collection of deep learning tutorials using Tensorflow and Python
skimage-tutorials: a collection of tutorials for the scikit-image package.
Some code examples gathered during my Month of Julia.