Update README.md

README.md

@@ -1,3 +1,36 @@
----
-license: bsd-3-clause
----
+---
+license: bsd-3-clause
+library_name: tabicl
+pipeline_tag: tabular-classification
+tags:
+- tabular-classification
+- tabular-regression
+- tabular-foundation-model
+---
+
+# TabICLv2: A better, faster, scalable, and open tabular foundation model
+
+## Installation
+```bash
+pip install tabicl
+```
+
+The source code is available at [GitHub - soda-inria/tabicl](https://github.com/soda-inria/tabicl).
+
+## Citation
+If you use TabICL for research purposes, please cite our papers for **[TabICL](https://arxiv.org/abs/2502.05564)** and **[TabICLv2](https://arxiv.org/abs/2602.11139)**:
+```bibtex
+@inproceedings{qu2025tabicl,
+  title={Tab{ICL}: {A} Tabular Foundation Model for In-Context Learning on Large Data},
+  author={Qu, Jingang and Holzm{\"u}ller, David and Varoquaux, Ga{\"e}l and Le Morvan, Marine},
+  booktitle={International Conference on Machine Learning},
+  year={2025}
+}
+
+@article{qu2026tabiclv2,
+  title={{TabICLv2}: {A} better, faster, scalable, and open tabular foundation model},
+  author={Qu, Jingang and Holzm{\"u}ller, David and Varoquaux, Ga{\"e}l and Le Morvan, Marine},
+  journal={arXiv preprint arXiv:2602.11139},
+  year={2026}
+}
+```