Skip to content

Commit

Permalink
Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
jarrycyx authored Oct 9, 2023
1 parent 9b5b520 commit 8eaa590
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,12 +7,12 @@ This repository provides our latest research on Causal Neural Network.
|--------|---------------------------------------------------------------------------|----| ----|
| CUTS | EM-Style joint causal graph learning and missing data imputation for irregular temporal data | [ICLR 2023](https://openreview.net/forum?id=UG8bQcD3Emv) <br> [Latest Version](CUTS/CUTS_ver0324_camera5.pdf) |[Code](CUTS/)
| CUTS+ | Increasing scalability of neural causal discovery on high-dimensional irregular data. | [arXiv](https://arxiv.org/abs/2305.05890) |[Code](CUTS_Plus/)
| CausalTime | A novel pipeline capable of generating realistic time-series along with a ground truth causal graph that is generalizable to different fields. [Official Website.](https://www.causaltime.cc/) | [arXiv](https://arxiv.org/abs/2310.01753) | [Code](CausalTime/)
| CausalTime Benchmark| A novel pipeline capable of generating realistic time-series along with a ground truth causal graph that is generalizable to different fields. [Official Website.](https://www.causaltime.cc/) | [arXiv](https://arxiv.org/abs/2310.01753) | [Code](CausalTime/)


## 🍺 CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery

[arXiv](https://arxiv.org/abs/2310.01753) | [Code🧑‍💻](CausalTime/)[Official Website](https://www.causaltime.cc/)
[Official Website](https://www.causaltime.cc/)[arXiv](https://arxiv.org/abs/2310.01753) | [Generation Code🧑‍💻](CausalTime/)[Dataset Download](https://www.causaltime.cc/dataset/)

<center><img src="CausalTime/figures/arch.png" width="800px"></center>

Expand Down

0 comments on commit 8eaa590

Please sign in to comment.