#machinelearning #elixir #datascience #ai
How to build a machine learning project in elixir.
https://dev.to/erlangsolutions/how-to-build-a-machine-learning-project-in-elixir-5b39
How to build a machine learning project in elixir.
https://dev.to/erlangsolutions/how-to-build-a-machine-learning-project-in-elixir-5b39
DEV Community
How to build a machine learning project in Elixir.
Machine learning is a tool that gives businesses a competitive edge by reducing operating costs and increasing sales. In this project, we show you how to complete an ecommerce machine learning project in Elixir.
#elixir #ai
Nx Tip of the Week #9 – Window Functions
https://seanmoriarity.com/2022/01/17/nx-tip-of-the-week-9-window-operations/
Nx Tip of the Week #9 – Window Functions
https://seanmoriarity.com/2022/01/17/nx-tip-of-the-week-9-window-operations/
Sean Moriarity
Nx Tip of the Week #9 – Window Functions
With the release of Nx 0.1.0, I thought I should continue these posts. My time is a limited so these will be a little more brief than before. Each week I’ll highlight a small aspect of the Nx…
#elixir #ai
Nx Tip of the Week #10 – Using Nx.select
https://seanmoriarity.com/2022/01/24/nx-tip-of-the-week-10-using-nx-select/
Nx Tip of the Week #10 – Using Nx.select
https://seanmoriarity.com/2022/01/24/nx-tip-of-the-week-10-using-nx-select/
Sean Moriarity
Nx Tip of the Week #10 – Using Nx.select
Nx’s API can seem a little more restrictive due to some of it’s static shape requirements. For example, boolean indexing is not currently supported because it would be impossible to kno…
#elixir #ai
Nx Tip of the Week #11 – While Loops
https://seanmoriarity.com/2022/01/31/nx-tip-of-the-week-11-while-loops/
Nx Tip of the Week #11 – While Loops
https://seanmoriarity.com/2022/01/31/nx-tip-of-the-week-11-while-loops/
Sean Moriarity
Nx Tip of the Week #11 – While Loops
Some numeric algorithms require sequential operations. In TOTW #9, we talked about one operation you can use to avoid while-loops in specific situations. Unfortunately, you won’t always be ab…
#elixir #ai
Nx Tip of the Week #12 – Nx.to_heatmap
https://seanmoriarity.com/2022/02/07/nx-tip-of-the-week-12-nx-to_heatmap/
Nx Tip of the Week #12 – Nx.to_heatmap
https://seanmoriarity.com/2022/02/07/nx-tip-of-the-week-12-nx-to_heatmap/
Sean Moriarity
Nx Tip of the Week #12 – Nx.to_heatmap
Sometimes you want to quickly visualize the contents of a tensor. For example, when working with the MNIST dataset, you might want to make sure you’ve sliced it up correctly. A quick way to v…
#elixir #ai
Nx Tip of the Week #13 – Hooks
https://seanmoriarity.com/2022/02/14/nx-tip-of-the-week-13-hooks/
Nx Tip of the Week #13 – Hooks
https://seanmoriarity.com/2022/02/14/nx-tip-of-the-week-13-hooks/
Sean Moriarity
Nx Tip of the Week #13 – Hooks
Part of the restrictiveness of defn is the inability to debug in the same way you would debug a normal Elixir function. I’m personally a big fan of plain old IO.inspect debugging. Because of …
#elixir #ai
Nx Tip of the Week #14 – Slicing and Indexing
https://seanmoriarity.com/2022/02/21/nx-tip-of-the-week-14-slicing-and-indexing/
Nx Tip of the Week #14 – Slicing and Indexing
https://seanmoriarity.com/2022/02/21/nx-tip-of-the-week-14-slicing-and-indexing/
Sean Moriarity
Nx Tip of the Week #14 – Slicing and Indexing
Often times you want to slice and index into specific parts of a tensor. Nx offers a few different slicing and indexing routines which allow you to accomplish most of what you would want to do. Sli…
#elixir #ai
JIT/GPU accelerated deep learning for Elixir with Axon v0.1
https://seanmoriarity.com/2022/06/16/jit-gpu-accelerated-deep-learning-for-elixir-with-axon-v0-1/
JIT/GPU accelerated deep learning for Elixir with Axon v0.1
https://seanmoriarity.com/2022/06/16/jit-gpu-accelerated-deep-learning-for-elixir-with-axon-v0-1/
Sean Moriarity
JIT/GPU accelerated deep learning for Elixir with Axon v0.1
I am excited to announce the official v0.1.0 release of Axon and AxonOnnx. A lot has changed (and improved) since the initial public announcement of Axon. In this post I will explore Axon and its i…
#elixir #ai
Streaming GPT-3 Responses with Elixir and LiveView
https://seanmoriarity.com/2023/02/16/streaming-gpt-3-responses-with-elixir-and-liveview/
Streaming GPT-3 Responses with Elixir and LiveView
https://seanmoriarity.com/2023/02/16/streaming-gpt-3-responses-with-elixir-and-liveview/
Sean Moriarity
Streaming GPT-3 Responses with Elixir and LiveView
I’ve updated this post to use the ChatGPT API. You can find the updated version here: I was recently messing around with the GPT-3 API and wanted to recreate the streaming generation effect t…