Alternatives and similar repositories for CAAFE

Users that are interested in CAAFE are comparing it to the libraries listed below

• microsoft / ticl
  Tabular In-Context Learning
  ☆74Updated 3 months ago
• Sungwon-Han / FeatLLM
  ☆35Updated last year
• clinicalml / TabLLM
  ☆310Updated last year
• naszilla / tabzilla
  Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"
  ☆162Updated last year
• autogluon / tabrepo
  A Living Benchmark for Machine Learning on Tabular Data
  ☆86Updated this week
• csinva / imodelsX
  Interpret text data using LLMs (scikit-learn compatible).
  ☆166Updated 2 weeks ago
• ZhangTP1996 / TapTap
  ☆66Updated 2 years ago
• autogluon / autogluon-assistant
  Multi-Agent System for End-to-end Multimodal ML Automation
  ☆135Updated last week
• SuDIS-ZJU / awesome-tabular-data-augmentation
  ☆53Updated 2 months ago
• guosyjlu / DS-Agent
  Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24
  ☆188Updated 6 months ago
• PriorLabs / tabpfn-extensions
  Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗
  ☆142Updated this week
• tanfiona / LLM-on-Tabular-Data-Prediction-Table-Understanding-Data-Generation
  Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".
  ☆159Updated 8 months ago
• LAMDA-Tabular / Tabular-Survey
  Awesome Tabular Deep Learning for "Representation Learning for Tabular Data: A Comprehensive Survey"
  ☆34Updated last month
• datamllab / ltsm
  Understanding Different Design Choices in Training Large Time Series Models
  ☆95Updated 2 months ago
• WhatAShot / ExcelFormer
  The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.
  ☆62Updated last year
• soda-inria / tabicl
  Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
  ☆97Updated last week
• PriorLabs / tabpfn-time-series
  Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)
  ☆215Updated this week
• snap-stanford / MLAgentBench
  ☆294Updated last year
• AI-sandbox / HyperFast
  ☆70Updated 3 months ago
• LiqiangJing / DSBench
  DSBench: How Far are Data Science Agents from Becoming Data Science Experts?
  ☆55Updated 4 months ago
• multimodal-art-projection / AutoKaggle
  ☆226Updated 6 months ago
• tabularis-ai / be_great
  A novel approach for synthesizing tabular data using pretrained large language models
  ☆310Updated last month
• lanxiang1017 / Language-Modeling-on-Tabular-Data-Survey
  A collection of AWESOME language modeling techniques on tabular data applications.
  ☆31Updated 8 months ago
• wwweiwei / awesome-self-supervised-learning-for-tabular-data
  A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)
  ☆194Updated 4 months ago
• yandex-research / tabred
  (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
  ☆75Updated 3 weeks ago
• LennartPurucker / finetune_tabpfn_v2
  Code for finetuning TabPFN on one downstream tabular dataset.
  ☆61Updated last month
• yandex-research / tabular-dl-tabr
  The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
  ☆295Updated 7 months ago
• johnnyhwu / Awesome-LLM-Tabular
  Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data
  ☆398Updated 6 months ago
• BingzhaoZhu / XTab
  ☆38Updated 2 years ago
• py-why / pywhyllm
  Experimental library integrating LLM capabilities to support causal analyses
  ☆216Updated 2 weeks ago