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A latent text-to-image diffusion model
Python Data Science Handbook: full text in Jupyter Notebooks
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Overview and tutorial of the LangChain Library
IPython Parallel: Interactive Parallel Computing in Python
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Code, Notebooks and Examples from Practical Business Python
DeepRacer workshop content. This Guidance demonstrates how software developers can use an Amazon SageMaker Notebook instance to directly train and evaluate AWS DeepRacer models with full control
Notebooks and examples on how to onboard and use various features of Amazon Personalize
An encyclopedia of jailbreaking techniques to make AI models safer.
Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
Multiple Notebooks for Web Scraping Instagram with Selenium
Source material for Data Science for Telecom Tutorial at Strata Singapore 2015
simple machine learning image classifier GUI app for beginners
big data technologies comparisons for cleaning, manipulating and generally wrangling data in purpose of analysis and machine learning.
A simple RAG application for doing question-answering on a PDF document. Uses the PyCharm documentation as the source document and langchain to build the RAG pipeline.
demos for PyBay talk: Using Randomness to make code faster
Concepts and examples on using and training LLMs
Jupyter Notebook / J Integration
train a simple neural network with only Numpy and Pandas
Uses NLP to analyze nearly 3 million restaurant reviews from the Yelp dataset
Various One-off Lectures on Python