The Real Python Podcast – Episode #160: Inheriting a Large Python Code Base & Building a GUI With Kivy

OpenTeams June 16, 2023

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What are the unique challenges of a large Python code base? What techniques can you implement to simplify the management of a big project? 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: Building a GUI With Kivy, GUI, Kivy, 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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PyMC Open Source Development

In this episode of Open Source Directions, we were joined by Thomas Wiecki once again who talked about the work being done with PyMC. PyMC3 is a Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) and variational inference (VI) algorithms. Its flexibility and extensibility make it applicable to a large suite of problems.

OpenTeams September 7, 2020

Jupyter Book Open Source Development

Jupyter Book lets you build an online book using a collection of Jupyter Notebooks and Markdown files. Its output is similar to the excellent Bookdown tool, and adds extra functionality for people running a Jupyter stack.

OpenTeams March 20, 2020

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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Community Management & Growth, Measuring ROI of OSS Contributions By Enterprises

In this episode, we have an engaging and very entertaining discussion with Jono Bacon, the founder of Jono Bacon Consulting. Jono was Director of Community at notable companies such as Github, Canonical, and XPRIZE. He is one of the top (if not the top) experts in the world when it comes to building strong communities.

OpenTeams September 17, 2020

The Real Python Podcast – Episode #160: Inheriting a Large Python Code Base & Building a GUI With Kivy

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