Discover and read the best of Twitter Threads about #LightGBM

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@nixtlainc started last year as a side project

Today we reached 1 million downloads🎉

Our goal is to shake the time series industry and make state-of-the-art algorithms available for everyone 🔥

This is how we got there

🧵1/11

#reinventforecasting
@nixtlainc's ecosystem consists (now) of 5 #python libraries

Focus: speed, scalability, and accuracy 🚀

Some features:
* @scikit_learn syntax
* Native support for #spark, @raydistributed, and @dask_dev
* Models! Eg #arima, #LightGBM, #NeuralNetworks, #transformers 🤖

2/11 Image
We are really proud of the open-source adoption

Repos from Amazon, Mozilla, and DataBricks use us as dependencies 🏄‍♂️

We have contributions from people working at H20, Microsoft, Google, Facebook, SalesForce, Oracle, Shopify, AT&T, Blueyonder, Stanford, MIT and UCL 🙏

3/11
Read 12 tweets
Connaissez-vous #pyCaret ?

Si ce n'est pas le cas, je vous conseille vivement d'y jeter un oeil

Cette bibliothèque vous permet de tester facilement les performances des principaux algorithmes de Machine Learning

illustration >
Test sur la classification du dataset IRIS Image
on obtient ces résultats : Image
Read 4 tweets

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