Multimodal-Toolkit VS autogluon

Compare Multimodal-Toolkit vs autogluon and see what are their differences.

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Multimodal-Toolkit autogluon
2 10
603 8,682
0.0% 2.7%
8.2 9.6
6 months ago 7 days ago
Python Python
Apache License 2.0 Apache License 2.0
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.

Multimodal-Toolkit

Posts with mentions or reviews of Multimodal-Toolkit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-31.

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.

What are some alternatives?

When comparing Multimodal-Toolkit and autogluon you can also consider the following projects:

pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the πŸ”₯PyTorch ecosystem. ⭐ Star to support our work!

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

tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch

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

multimodal - TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

auto-sklearn - Automated Machine Learning with scikit-learn

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InfluxDB high-performance time series database
Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
influxdata.com
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