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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 ;)
Python programs, usually short, of considerable difficulty, to perfect particular skills.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
A High-Quality Real Time Upscaler for Anime Video
Kubernetes community content
Image restoration with neural networks but without learning.
Code samples used on cloud.google.com
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Portfolio and risk analytics in Python
Efficient Image Captioning code in Torch, runs on GPU
A python library for decision tree visualization and model interpretation.
Simple chat program that communicates using inaudible sounds
Metric depth estimation from a single image
Home for Elasticsearch examples available to everyone. It's a great way to get started.
IPython Parallel: Interactive Parallel Computing in Python
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the came…
🪼 a python library for doing approximate and phonetic matching of strings.
A collection of miscellaneous thoughts that aren't on my blog.
A Python Library for Self Organizing Map (SOM)
General fine tuning for Stable Diffusion
Scientific Python Geometric Algorithms Library
Tutorial and introduction into programming with Python for the humanities and social sciences
A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.
Repository for PyCon 2016 workshop Natural Language Processing in 10 Lines of Code
Tacotron2 Training Notebook for FakeYou.com