autogluon / autogluon-assistantLinks
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
☆188Updated 3 weeks ago
Alternatives and similar repositories for autogluon-assistant
Users that are interested in autogluon-assistant are comparing it to the libraries listed below
Sorting:
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆169Updated 9 months ago
- Tabular In-Context Learning☆91Updated 6 months ago
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆266Updated this week
- ⚡ Easy API access to the tabular foundation model TabPFN ⚡☆193Updated this week
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆186Updated this week
- TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning☆171Updated last week
- A Living Benchmark for Machine Learning on Tabular Data☆121Updated last week
- Forecast evaluation library☆100Updated this week
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆178Updated 3 weeks ago
- ML models + benchmark for tabular data classification and regression☆268Updated last month
- Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and dis…☆260Updated last month
- Interpret text data using LLMs (scikit-learn compatible).☆170Updated 3 weeks ago
- ☆73Updated 6 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆346Updated 3 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆165Updated last year
- Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.☆219Updated 4 months ago
- Shapley Interactions and Shapley Values for Machine Learning☆612Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆421Updated 2 weeks ago
- ☆229Updated last month
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆744Updated 3 weeks ago
- Experimental library integrating LLM capabilities to support causal analyses☆244Updated last month
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆112Updated 4 months ago
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data☆303Updated 4 months ago
- New Polars implementation of the classic featurewiz MRMR algorithm. Created by Ram Seshadri. Collaborators welcome.☆42Updated 5 months ago
- Python package for conformal prediction☆518Updated 2 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆224Updated last year
- A novel approach for synthesizing tabular data using pretrained large language models☆321Updated 2 months ago
- Interpretable ML for TabPFN☆40Updated 2 months ago
- Context is Key: A Benchmark for Forecasting with Essential Textual Information☆77Updated last month
- Synthetic Data Generation for mixed-type, multivariate time series.☆115Updated this week