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26 | 26 | This is a curated list of resources, including reviews, software, papers, and other resources related to amortized inference.
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27 | 27 | Feel free to explore the entries below and use the provided BibTeX information for citation purposes.
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28 | 28 | This is a community-driven project which is currently maintained by [Marvin Schmitt](https://www.marvinschmitt.com).
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29 |
| -Contributions are always welcome, see [`CONTRIBUTING.md`](https://github.com/bayesflow-org/awesome-amortized-inference/blob/main/CONTRIBUTING.md) for a contribution guide. |
| 29 | +Contributions are always welcome, see [`CONTRIBUTING.md`](https://github.com/bayesflow-org/awesome-amortized-inference/blob/main/CONTRIBUTING.md) for a contribution guide 🧡 |
30 | 30 |
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31 |
| -This awesome list currently has some overlap with the `awesome-neural-sbi` list ([Link](https://github.com/smsharma/awesome-neural-sbi)) because |
| 31 | +This list currently has some overlap with the `awesome-neural-sbi` list ([Link](https://github.com/smsharma/awesome-neural-sbi)) because |
32 | 32 | amortized inference has gained populatity in the context of simulation-based inference (SBI) with neural networks.
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33 | 33 | However, there is a trend towards broader amortized inference methods that are not necessarily simulation-based.
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34 | 34 | This list aims to cover all amortized inference methods, including but not limited to simulation-based inference.
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35 |
| -We highly recommend checking out the `awesome-neural-sbi` list for more resources on modern simulation-based inference with neural networks. |
| 35 | +We highly recommend checking out these lists for more resources on modern simulation-based inference: |
36 | 36 |
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| 37 | +- [awesome-neural-sbi](https://github.com/smsharma/awesome-neural-sbi) |
| 38 | +- [simulation-based inference website](https://simulation-based-inference.org/) |
| 39 | +- [Introduction to simulation-based inference by TransferLab](https://transferlab.ai/trainings/simulation-based-inference/) |
37 | 40 |
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38 |
| -> 🚧 **Under construction** 🚧 |
39 |
| -> This repository is a development version under construction. The list of resources is just a small set for debugging and development purposes. |
40 |
| -> For now, we focus on developing features that we think could be useful for the community (e.g., `BibTeX`-first structure). |
41 |
| -> Then, we will evaluate whether this project has the potential to be useful for the community in addition to existing lists |
42 |
| -> that are specifically designated to *simulation-based inference* and not *amortized inference* (which doesn't need to be simulation-based). |
43 |
| -> Once we figure out the direction and deem the project potentially useful for the community, we'll launch and add an extensive set of resources |
44 |
| -> -- hopefully with the help of many awesome people from the community 🧡 |
45 | 41 | """
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46 | 42 |
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47 | 43 |
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