Multimodal-Toolkit
autogluon
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 |
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Multimodal-Toolkit
- [D]Are there any good solutions for multimodal classification? Libraries, AutoML tool?
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Classification problem with text and numerical features
A quick and dirty way of trying this is using this framework:https://github.com/georgian-io/Multimodal-Toolkit
autogluon
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AIM Weekly for 04Nov2024
π Composed Image Retrieval π Intro to Multimodal LLama 3.2 π οΈ Multi Agent Concierge π» RAG with Langchain Granite, Milvus π«Ά Download content β Transformer Replacement? π€ vLLM for runing models π Amphion π Autogluon π Notebook LLama like Google's Notebook LLM π«Ά Monocle2ai for tracing GenAI app code LFA&D Project π€ Bee Agent Framework β LLama RFP Response βΆοΈ GenAI Script π½ Simular AI Agent S π¦Ύ DrawDB with AI β¨ Ollama with LLama 3.2 Vision!!!! Preview π Powerful RAG Checker π SQL Generator π» Role of LLMs π Document Extraction πΆοΈ Open Source Vector DB Reddit π The Practical Guide to Self Hosting LLM π¦Ύ Stagehand Controller πΆοΈ Understanding HNSWLIB π Best practices in RAG π» Enigma Agent π Langchain, Ollama, Phi3 for Function Calling π Compass Judger π Princeton NLP SimPO π Princeton NLP ProLong π Princeton NLP HELMET π§ Ollama Cheatsheet π Princeton NLP CopyCat π Princeton NLP Shp πΆοΈ Can LLM Solve Hard Github Issues π Enabling Large Language Models to Generate Text with Citations π Princeton NLP CharXiv π Awesome AI Agents List π¦Ύ Nomicβs Matryoshka text embedding model
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5 Open Source Python Projects You Should Know About in 2024
Where to check it out: https://github.com/autogluon/autogluon
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pip install remyxai - easiest way to create custom vision models
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
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[D] Where is AutoML for NNs?
https://github.com/awslabs/autogluon works well for image/text/tabular data
- k-fold bagging in Autogluon - Tabular
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What will the data science job market be like in 5 years?
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?
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the π₯PyTorch ecosystem. β 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