The Real Python Podcast – Episode #168: Common Python Stumbling Blocks & Quirky Behaviors

OpenTeams August 11, 2023

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Have you ever encountered strange behavior when trying something new in Python? What are common quirks hiding within the language? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder’s Weekly articles and projects.

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Categories: Artificial Intelligence & Machine Learning Posts, Python

Tags: Python Stumbling Blocks, Quirky Behaviors, Real Python Podcast

Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond

Use 3D to visualize matrix multiplication expressions, attention heads with real weights, and more.

OpenTeams September 25, 2023

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CycleGAN: Unpaired Image-to-Image Translation (Part 3)

Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 3) Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Implementing CycleGAN Training Implementing Training Callback Implementing Data Pipeline and Model Training Perform Image-to-Image Translation Summary Citation Information CycleGAN:…
The post CycleGAN: Unpaired Image-to-Image Translation (Part 3) appeared first on PyImageSearch.

OpenTeams June 5, 2023

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Distilling knowledge from Neural Networks to build smaller and faster models

This article discusses GPT-2 and BERT models, as well using knowledge distillation to create highly accurate models with fewer parameters than their teachers

OpenTeams November 11, 2019

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NLP Datasets: How good is your deep learning model?

With the rapid advance in NLP models we have outpaced out ability to measure just how good they are at human level language tasks. We need better NLP datasets now more than ever to both evaluate how good these models are and to be able to tweak them for out own business domains.

OpenTeams June 10, 2020

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The Future of The Xarray-Spatial Project Project

In this episode, we were joined by Pablo Fuentes and Brendan Collins, who told us about the future of the Xarray-Spatial project. Xarray-Spatial implements common raster analysis functions using Numba and provides an easy-to-install, easy-to-extend codebase for raster analysis.

OpenTeams November 30, 2020

The Real Python Podcast – Episode #168: Common Python Stumbling Blocks & Quirky Behaviors

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