🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Repository Index
47,133 repositories indexed
1–9 of 9 · Most stars
Python programs, usually short, of considerable difficulty, to perfect particular skills.
- python
- python-3
- programming
- practice
This repository contains demos I made with the Transformers library by HuggingFace.
- transformers
- pytorch
- bert
- vision-transformer
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Open-source demos hosted on Dash Gallery
- plotly-dash
- dash
- plotly
Collection of tools and code examples to demonstrate best practices in using Amazon EC2 Spot Instances.
Big Data essentials: Hadoop, MapReduce, Spark. Explore tutorials and demos in Jupyter notebooks—most are self-contained and live, ready to run with a click.
Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.
- stft
- hanning-window
- laplace-transform
- fft
A demonstration tutorial of using aiida-quantumespresso