Jupyter Notebook Automl

Open-source Jupyter Notebook projects categorized as Automl
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Topics: #Python #Machine Learning #Deep Learning #Data Science #GPU
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Top 6 Jupyter Notebook Automl Projects

  • H2O

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

    Project mention: Top 10+ OpenAI Alternatives | dev.to | 2023-02-13

    H2O.ai

  • automl

    Google Brain AutoML

    Project mention: Lion, a new Optimizer from Google, provides 3-5x speedup compared to AdamW | news.ycombinator.com | 2023-02-21

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • adanet

    Fast and flexible AutoML with learning guarantees.

  • FLAML

    A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

    Project mention: Show HN: AutoML Python Package for Tabular Data with Automatic Documentation | news.ycombinator.com | 2022-09-05

  • Auto_TS

    Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.

    Project mention: Auto_TS: NEW Data - star count:558.0 | reddit.com/r/algoprojects | 2023-03-22

  • x-stable-diffusion

    Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.

    Project mention: [D] Is there an affordable way to host a diffusers Stable Diffusion model publicly on the Internet for "real-time"-inference? (CPU or Serverless GPU?) | reddit.com/r/MachineLearning | 2022-12-06

    Cheapest would be to deploy it on your own using: https://github.com/stochasticai/x-stable-diffusion. Let me if you need more help on real-time inference.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-03-22.

Jupyter Notebook Automl related posts

Index

What are some of the best open-source Automl projects in Jupyter Notebook? This list will help you:

Project Stars
1 H2O 6,190
2 automl 5,677
3 adanet 3,433
4 FLAML 2,334
5 Auto_TS 558
6 x-stable-diffusion 320

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