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Article List

What is FLAME?

31 January 2025

Gathering links about the FLAME architecture pattern for folks that aren't familiar with Elixir

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Chatting with an App: Boat Design - Introduction

23 January 2025

Introduction to chatting with an application. Using a boat design application, what would chatting with an application look like?

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Classifying Simple Fashion Types - Sean Moriarity

13 August 2023

Sean Moriarity's entry for Elixir State of the Art Challenge using FashionMNIST

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Elixir FashionMNIST Challenge

31 July 2023

Elixir State of the Art Challenge using FashionMNIST

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Exploring Elixir Nx Backends

06 November 2022

How do backends work for Nx? What is the impact of XLA and TorchScript backends on performance?

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Matrix multiplication on GPU - TorchScript

05 November 2022

Accelerating Nx with Torchscript

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Matrix multiplication on GPU - XLA

04 November 2022

Accelerating Nx with XLA and the GPU

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Matrix multiplication on CPU - XLA

03 November 2022

Accelerating Nx with XLA and just the CPU

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Intro to Deep Learning from the Foundations, in Elixir

31 October 2022

Developing a set of notebooks to follow the Fast.ai Deep Learning from the Foundations to Stable Diffusion Course

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Matrix multiplication from foundations

29 October 2022

CPU focus introduction to matrix multiplication for deep learning

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Sharing Axon Models on Huggingface

01 March 2022

Finding a place to share our models

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Introducing Along the Axon

19 February 2022

An Exploration of the Elixir Machine Learning Framework - Axon

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