Python Automl

Open-source Python projects categorized as Automl

Top 23 Python Automl Projects

  1. Ray

    Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    Project mention: Ask HN: What Open Source Projects Need Help? | news.ycombinator.com | 2024-11-16

    I'm guessing this comment is some kind of "if you know, you know." Likely starting from https://docs.ray.io/en/latest/cluster/vms/user-guides/launch... and then trawling through one of these I guess https://github.com/ray-project/ray/issues?q=is%3Aissue+prem+...

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. best-of-ml-python

    πŸ† A ranked list of awesome machine learning Python libraries. Updated weekly.

    Project mention: A ranked list of machine learning Python libraries. Updated weekly | news.ycombinator.com | 2025-01-31
  4. autokeras

    AutoML library for deep learning

  5. autogluon

    Fast and Accurate ML in 3 Lines of Code

    Project mention: AIM Weekly for 04Nov2024 | dev.to | 2024-11-04

    🌐 Composed Image Retrieval πŸ“Ž Intro to Multimodal LLama 3.2 πŸ› οΈ Multi Agent Concierge πŸ’» RAG with Langchain Granite, Milvus 🫢 Download content βœ… Transformer Replacement? πŸ€– vLLM for runing models 🌐 Amphion πŸ“ Autogluon πŸš™ Notebook LLama like Google's Notebook LLM 🫢 Monocle2ai for tracing GenAI app code LFA&D Project πŸ€– Bee Agent Framework βœ… LLama RFP Response ▢️ GenAI Script πŸ‘½ Simular AI Agent S 🦾 DrawDB with AI ✨ Ollama with LLama 3.2 Vision!!!! Preview πŸš• Powerful RAG Checker πŸ“Š SQL Generator πŸ’» Role of LLMs 🐍 Document Extraction πŸ•ΆοΈ Open Source Vector DB Reddit πŸ” The Practical Guide to Self Hosting LLM 🦾 Stagehand Controller πŸ•ΆοΈ Understanding HNSWLIB 🐍 Best practices in RAG πŸ’» Enigma Agent πŸ“ Langchain, Ollama, Phi3 for Function Calling πŸ”‹ Compass Judger πŸ“ Princeton NLP SimPO πŸ” Princeton NLP ProLong πŸ”‹ Princeton NLP HELMET 🧐 Ollama Cheatsheet πŸš• Princeton NLP CopyCat πŸ“Š Princeton NLP Shp πŸ•ΆοΈ Can LLM Solve Hard Github Issues πŸ“ Enabling Large Language Models to Generate Text with Citations πŸ”‹ Princeton NLP CharXiv πŸ“Š Awesome AI Agents List 🦾 Nomic’s Matryoshka text embedding model

  6. auto-sklearn

    Automated Machine Learning with scikit-learn

  7. featuretools

    An open source python library for automated feature engineering

  8. zenml

    ZenML πŸ™: The bridge between ML and Ops. https://zenml.io.

    Project mention: Accelerating ML Development with DevPods and ModelKits | dev.to | 2025-01-28

    Seamless integration: Works with OCI-compliant registries (e.g., Docker Hub and Jozu Hub) and integrates with popular tools like HuggingFace, ZenML, and Git.

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  10. statsforecast

    Lightning ⚑️ fast forecasting with statistical and econometric models.

    Project mention: This Week In Python | dev.to | 2025-03-21

    statsforecast – Forecasting with statistical and econometric models

  11. Merlion

    Merlion: A Machine Learning Framework for Time Series Intelligence

    Project mention: Merlion: A Machine Learning Framework for Time Series Intelligence | news.ycombinator.com | 2025-02-28
  12. AutoRAG

    AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

    Project mention: AIM Weekly 28 Oct 2024 | dev.to | 2024-10-28

    πŸ“Ž AutoRAG with Milvus πŸ› οΈ ADO 🫢 Self Hosting LLM 🌐 Noema Declarative AI πŸ“ New NIM Blueprint for building AI Virtual Assistant πŸš™ Zilliz Integrations 🫢 Using Milvus for Semantic Search πŸ€– Contextual Retrieval πŸ“Ž Meta: Quantized Light Weight Models πŸš™ https://arxiv.org/pdf/2407.01219 βœ… Cool Icons πŸ™Œ IBM Watson AI Milvus Bot πŸ“Ž The Hacker's Browser πŸ› οΈ Small and Mighty H2O Model πŸ“ Zilliz Cloud vs Qdrant πŸ’« Gravatino and Agents πŸ› οΈ OSS Summit Europe 2024 Report ▢️ RAG Strategi πŸ€– MS AI Data Visualizations 🌐 Graph RAG πŸ‘½ South Bay Meetup 15 Oct 2024 🦾 Influx and Milvus πŸ‘½ Multimodal Pipelines ✨ Constrained Sampling from LLM πŸš• BAML: Cheaper, Fast and More Accurate Function Calling πŸ“Š Infinite World Generation with outlines txt πŸ’» Ollama Client Swift πŸ” Atomic Agents πŸ•ΆοΈ PYMUPDF4LLM πŸš• Milvus for AI Agents πŸ“Š Fine Tuning LLAMA 3 with ORPO 🦾 Run NVIDIA Models πŸ’» LLM Training Meta Lingua ✨ 1 Bit LLM - MS BitNet πŸ’» Intro πŸ•ΆοΈ Mastering Chunk πŸ“Š Storm Stanford Tool 🐍 DAMO NLP SG CaRing πŸ” LLM Reasoners

  13. mljar-supervised

    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

    Project mention: Show HN: Supertree – interactive visualization of decision trees in Python | news.ycombinator.com | 2024-08-27

    We would like to keep package sustainable. Earlier, we've created package for AutoML which is MIT license (https://github.com/mljar/mljar-supervised), and it is very hard to monetise it, and you need to have funds to keep package maintained and work on it.

    Regarding purchasing, we just don't have time create landing page with buy button :) we will add it soon. The package cost will be 499 USD/yearly. We already have few finance companies interested.

  14. lazypredict

    Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

  15. igel

    a delightful machine learning tool that allows you to train, test, and use models without writing code

  16. keras-tuner

    A Hyperparameter Tuning Library for Keras

  17. PySR

    High-Performance Symbolic Regression in Python and Julia

    Project mention: Genetically synthesized supergain broadband wire-bundle antenna | news.ycombinator.com | 2024-07-31

    For those who're only distantly aware of the kind of problem this solves (like me), the wikipedia link further elaborates:

    https://en.wikipedia.org/wiki/Symbolic_regression

    and turns out there's a Python package

    https://github.com/MilesCranmer/PySR

    I've needed something like this at least once (but IIRC no more than twice ;) ), so I'm glad to know what to look for next time, thanks for the rabbit hole!

  18. Auto-PyTorch

    Automatic architecture search and hyperparameter optimization for PyTorch

  19. sparseml

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

  20. EasyRec

    A framework for large scale recommendation algorithms.

  21. AutoViz

    Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

  22. katib

    Automated Machine Learning on Kubernetes

    Project mention: Kubeflow deployment and main function usage plans | dev.to | 2024-08-29

    AutoML is a popular area in machine learning, mainly used for model optimization and hyperparameter tuning. Here, Katib, a Kubernetes-based AutoML project, is used. For more details, visit Katib on GitHub.

  23. AutoDL-Projects

    Automated deep learning algorithms implemented in PyTorch.

  24. tods

    TODS: An Automated Time-series Outlier Detection System

  25. MLBox

    MLBox is a powerful Automated Machine Learning python library.

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Python Automl related posts

  • Building automated machine learning with type inference

    1 project | news.ycombinator.com | 10 Oct 2024
  • Show HN: Supertree – interactive visualization of decision trees in Python

    4 projects | news.ycombinator.com | 27 Aug 2024
  • Show HN: ai() to run any ML and answer with Python type

    1 project | news.ycombinator.com | 10 Apr 2024
  • Fine-tuning a Mistral Language Model with Anyscale

    2 projects | dev.to | 1 Feb 2024
  • MindsDB Docker Extension: Build ML powered apps at a much faster pace

    3 projects | dev.to | 1 Jan 2024
  • Using Large Language Models for Hyperparameter Optimization, Zhang et al. 2023 [GPT-4 is quite good at finding the optimal hyperparameters for machine learning tasks]

    2 projects | /r/mlscaling | 10 Dec 2023
  • [Project] AMLTK: A framework for building your own AutoML (AutoSklearn authors)

    2 projects | /r/MachineLearning | 9 Dec 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 19 May 2025
    SaaSHub helps you find the best software and product alternatives Learn more β†’

Index

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

# Project Stars
1 Ray 37,068
2 best-of-ml-python 20,054
3 autokeras 9,235
4 autogluon 8,841
5 auto-sklearn 7,832
6 featuretools 7,445
7 zenml 4,581
8 statsforecast 4,356
9 Merlion 4,286
10 AutoRAG 3,927
11 mljar-supervised 3,154
12 lazypredict 3,139
13 igel 3,112
14 keras-tuner 2,881
15 PySR 2,796
16 Auto-PyTorch 2,437
17 sparseml 2,135
18 EasyRec 1,999
19 AutoViz 1,805
20 katib 1,577
21 AutoDL-Projects 1,577
22 tods 1,537
23 MLBox 1,514

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