Discover and read the best of Twitter Threads about #XGBoost

Most recents (6)

I continue to be impressed by the ease of doing machine learning with Pycaret.

This is especially great for #R people that want to learn #Python.

Let me explain...

#DataScience #Rstats Image
As many of you know, my primary data science toolkit is #R. ❤️

I've been doing data science in production at @bizScienc and developing open-source R software for over 10 years.

- Modeltime (+4 ecosystem pkgs)
- Timetk
- Tidyquant
- CorrelationFunnel
But, I interact with team members and interface with clients...

and their language of choice is often Python.

It's refreshing that I can quickly switch to Python when needed, and not need to write 5000 lines of #ScikitLearn code to do basic machine learning.
Read 5 tweets
BREAKING NEWS: #ChatGPT Breaks #Python VS #R Barriers For #DataScience Teams Everywhere...

And Data Scientists everywhere are in shock.

Here's the LIVE story as it's unfolding.🧵

#rstats #pydata
It's NOT #R VS #Python ANYMORE!

Let me explain with an example that was MIND BLOWING to me.

Here's the background:
I'm an R guy.

I use R for research.

It's quick to make analysis.

And now I'm super good with it.
Read 25 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
1. Salut les copains

Aujourd'hui on va parler d'un modèle tellement important dans le Machine Learning - Les arbres binaires !

On va voir comment ils sont construits et on va voir également une interprétation géométrique

#datascience #ia #MachineLearning
2. Pour commencer, les arbres binaires sont vieux comme le Machine Learning

C'est un type de modèle qui a constamment évolué, et qui est à la base de modèles phare du moment

Comme les #RandomForest, les #GradientBoosting comme #AdaBoost, #CatBoost, #XGBoost, ...
3. Promis, on verra chacun de ces modèles dans le détail dans des messages dédiés
Read 37 tweets
Kaggle Notebooks: Hidden Gems - Vol. 31

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:
kaggle.com/general/202145

#KaggleHiddenGems
"Adversarial Rainforest" by @tunguz:

A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.

kaggle.com/tunguz/adversa…
"EDA Google SunRoof w/ Beautiful Choropleths & Maps" by Bukun:

This exploratory analysis presents a variety of visualisations, including maps, to describe and characterise a #geospatial solar panel dataset.

kaggle.com/ambarish/eda-g…
Read 4 tweets
Jensen Huang, @nvidia CEO just kicked off #GTC2020 with a keynote that covered several groundbreaking announcements and partnerships. The future of #AI and #Nvidia is incredibly exciting. Here's a thread of the (many) key takeaways. Let's get started!🧵👇
The main focus this time was on #AI & high performance computing in the data center & on the edge. This #GTC2020 Nvidia is releasing 80 new and updated SDKs. CUDA, Nvidia's toolkit for GPU powered applications, has been downloaded 20M times, 6M in 2020 alone. Image
#Omniverse, Nvidia's platform for simulation & collaboration is now in open beta. Using Omniverse teams can simultaneously work in Blender, Maya, Unreal etc and view the results rendered in real time in a common interface. Image
Read 29 tweets

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