acalejos
I’m excited to announce the initial (v0.1.0) release of Exgboost, a gradient-boosted decision tree library powered by XGBoost and Nx.
Source: GitHub - acalejos/exgboost at v0.1.0 · GitHub
Docs: https://hexdocs.pm/exgboost/Exgboost.html
Exgboost is currently based on this commit for the upcoming 2.0.0 release of XGBoost.
Exgboost provides an implementation of XGBoost that works with Nx tensors.
Xtreme Gradient Boosting (XGBoost) is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework.
Where Next?
Trending in Discussions
Other Trending Topics
Chat & Discussions>Discussions
Latest on Elixir Forum
Sponsor Spotlight
Bringing learning, work and compliance together since 1987.
Categories:
Sub Categories:
Forums
Popular Tags
- #ecto
- #liveview
- #troubleshooting
- #learning-elixir
- #deployment
- #library
- #erlang
- #testing
- #genserver
- #mix
- #absinthe
- #remote-other
- #otp
- #plug
- #how-to-question
- #macros
- #postgres
- #channels
- #elixirconf
- #exunit
- #discussion
- #code-sync
- #javascript
- #podcasts
- #onsite
- #dialyzer
- #docker
- #authentication
- #umbrella
- #full-time-contract
- #podcasts-by-brainlid
- #ecto-query
- #elixir-ls
- #blog-post
- #phoenix_html
- #iex
- #graphql
- #ai
- #genstage
- #elixirconf-us
- #websockets
- #supervisor
- #advent-of-code
- #distillery
- #processes
- #api
- #forms
- #metaprogramming
- #security
- #hex
Our Sponsors
Build Elixir applications with speed and confidence.
Supporting innovation across the BEAM ecosystem.
We build reliable cloud platforms for business-critical systems.
Catch errors, track performance, monitor hosts and more.
Error tracking, logs, uptime, and Just Enough APM. Built for developers.
Develop your skills with books, videos, and courses.
Bringing learning, work and compliance together since 1987.
Enabling companies to succeed by building software people love.
The team behind Membrane, Popcorn, LiveDebugger. Available for hire.
Courses that'll move you from confusion to "Aha, now I get it!"
First 2 of 2 Posts
acalejos
I’m happy to announce a new release of EXGBoost featuring plotting with
EXGBoost.plot_tree/2andEXGBoost.Plotting.Thanks to some nice upgrade with ExDoc, there are also new features such as full-text search and Livebook support in the docs.
I’ve included a set of pre-defined styles for the plotting module, which you can see in the docs.
I’ve also release a livebook as a blog post with all of the plots rendered. You can check it out at Plotting XGBoost Trees in Elixir
Since EXGBoost supports loading trained models across different APIs, you can even train using the Python API and then plot using this Elixir API if you prefer.
Let me know what you think!
TLDR:
acalejos
Just released v0.5.1, which adds support for backends other than
Nx.BinaryBackend