Multimodal-Toolkit
DPL
| Multimodal-Toolkit | DPL | |
|---|---|---|
| 2 | 1 | |
| 553 | 11 | |
| 1.8% | - | |
| 7.6 | 5.6 | |
| about 2 months ago | 6 months 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?
-
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
DPL
What are some alternatives?
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
prompttools - Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
transformers - ð€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
SDGym - Benchmarking synthetic data generation methods.
autogluon - Fast and Accurate ML in 3 Lines of Code
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Transformers4Rec - Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
tapnet - Tracking Any Point (TAP)
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the ð¥PyTorch ecosystem. â Star to support our work!
autogluon - AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data [Moved to: https://github.com/autogluon/autogluon]
multimodal - TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
AgileRL - Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.