autogluon VS imbalanced-regression

Compare autogluon vs imbalanced-regression and see what are their differences.

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autogluon imbalanced-regression
10 1
8,828 858
2.5% 0.0%
9.6 1.8
8 days ago about 3 years ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

autogluon

Posts with mentions or reviews of autogluon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-11-04.
  • AIM Weekly for 04Nov2024
    29 projects | dev.to | 4 Nov 2024
    🌐 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
  • 5 Open Source Python Projects You Should Know About in 2024
    5 projects | dev.to | 17 Sep 2024
    Where to check it out: https://github.com/autogluon/autogluon
  • pip install remyxai - easiest way to create custom vision models
    2 projects | /r/computervision | 25 Apr 2023
    This seems not very convincing. There are other popular frameworks that provide AutoML with existing datasets (eg https://github.com/autogluon/autogluon)
  • autogluon: NEW Data - star count:5070.0
    1 project | /r/algoprojects | 25 Nov 2022
    1 project | /r/algoprojects | 24 Nov 2022
    1 project | /r/algoprojects | 23 Nov 2022
    1 project | /r/algoprojects | 22 Nov 2022
  • [D] Where is AutoML for NNs?
    2 projects | /r/MachineLearning | 2 Sep 2022
    https://github.com/awslabs/autogluon works well for image/text/tabular data
  • k-fold bagging in Autogluon - Tabular
    1 project | /r/DeepLearningPapers | 5 Jun 2022
  • What will the data science job market be like in 5 years?
    1 project | /r/datascience | 14 Aug 2021
    Some AutoML is getting pretty good, AutoGluon is very solid for tabular data. That being said you still need to have your data in tabular format and deployment still requires some effort.

imbalanced-regression

Posts with mentions or reviews of imbalanced-regression. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing autogluon and imbalanced-regression you can also consider the following projects:

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

d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

healthsea - Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

auto-sklearn - Automated Machine Learning with scikit-learn

multi-domain-imbalance - [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

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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.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
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