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Merge pull request #737 from WenjieDu/dev
Release v0.17
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.github/PULL_REQUEST_TEMPLATE.md

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<!-- 🚨Please create your PR to merge code from your branch to `dev` branch here, rather than `main`. -->
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<!-- ‼️ Please create your PR to merge code from your branch to `dev` branch here, rather than to `main`. -->
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# What does this PR do?
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Congrats! You've made it this far! You're not quite done yet though.
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Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution 😉.
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Then, please replace this with a description of the change and which issue is fixed (if applicable). Please also include relevant motivation and context. List any dependencies (if any) that are required for this change.
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Once you're done, I will review your PR shortly. I may suggest changes to make the code even better 🤝.
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Once you're done, I will review your PR shortly. I may suggest changes to improve the code 🤝
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Fixing # (issue)
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1. fixing #number_of_issue
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## Before submitting
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- [ ] This PR is made to fix a typo or improve the docs (you can dismiss the other checks if this is the case).
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- [ ] Was this discussed/approved via a GitHub issue? Please add a link to it if that's the case.
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- [ ] I have commented my code, particularly in hard-to-understand areas.
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- [ ] I have written necessary tests and already run them locally.
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- [x] This PR is made to fix a typo...
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-->
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- [ ] This PR is made to fix a typo or improve the docs (you can dismiss the other checks if this is the case);
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- [ ] Was this discussed/approved via a GitHub issue? Please add a link to it if that's the case;
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- [ ] I have commented my code, particularly in hard-to-understand areas;
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- [ ] I have written the necessary tests and already run them locally;

.github/workflows/stale.yml

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with:
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stale-issue-message: 'This issue had no activity for **14 days**. It will be closed in **1 week** unless there is some new activity. Is this issue already resolved?'
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stale-issue-label: 'stale'
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exempt-issue-labels: bug, potential bug, enhancement, new feature, new algo, good first issue, keep, refactoring, completed
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exempt-pr-labels: bug, potential bug, enhancement, new feature, new algo, keep, refactoring
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exempt-issue-labels: bug, potential bug, enhancement, new feature, new algo, good first issue, keep, refactoring, completed, docker
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exempt-pr-labels: bug, potential bug, enhancement, new feature, new algo, keep, refactoring, docker
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stale-pr-message: 'This pull request had no activity for **14 days**. It will be closed in **1 week** unless there is some new activity.'
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days-before-stale: 14

README.md

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| **Type** | **Algo** | **IMPU** | **FORE** | **CLAS** | **CLUS** | **ANOD** | **Year - Venue** |
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|:--------------|:---------------------------------------------------------------------------------------------------------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:---------------------------------------------------|
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| LLM&TSFM | <a href="https://time-series.ai"><img src="https://time-series.ai/static/figs/robot.svg" width="26px"> Time-Series.AI</a> [^36] |||||| <a href="https://time-series.ai">Join waitlist</a> |
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| Neural Net | TimeMixer++[^49] || | | | | `2025 - ICLR` |
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| Neural Net | TimeMixer++[^49] || | | | | `2025 - ICLR` |
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| LLM | Time-LLM🧑‍🔧[^45] ||| | | | `2024 - ICLR` |
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| TSFM | MOMENT[^47] ||| | | | `2024 - ICML` |
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| Neural Net | TSLANet[^51] || | | | | `2024 - ICML` |
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| Neural Net | PatchTST🧑‍🔧[^18] || | | || `2023 - ICLR` |
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| Neural Net | ETSformer🧑‍🔧[^19] || | | | | `2023 - ICLR` |
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| Neural Net | MICN🧑‍🔧[^27] || | | | | `2023 - ICLR` |
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| Neural Net | DLinear🧑‍🔧[^17] || | | | | `2023 - AAAI` |
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| Neural Net | DLinear🧑‍🔧[^17] || | | | | `2023 - AAAI` |
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| Neural Net | TiDE🧑‍🔧[^28] || | | | | `2023 - TMLR` |
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| Neural Net | CSAI[^42] || || | | `2023 - arXiv` |
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| Neural Net | SegRNN🧑‍🔧[^43] ||| | || `2023 - arXiv` |
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| Neural Net | TS2Vec[^48] | | || | | `2022 - AAAI` |
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| Neural Net | SCINet🧑‍🔧[^30] || | | | | `2022 - NeurIPS` |
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| Neural Net | SCINet🧑‍🔧[^30] || | | | | `2022 - NeurIPS` |
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| Neural Net | Nonstationary Tr.🧑‍🔧[^25] || | | | | `2022 - NeurIPS` |
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| Neural Net | FiLM🧑‍🔧[^22] || | | | | `2022 - NeurIPS` |
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| Neural Net | RevIN_SCINet🧑‍🔧[^31] || | | | | `2022 - ICLR` |
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| Neural Net | CRLI[^6] | | | || | `2021 - AAAI` |
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| Probabilistic | BTTF[^8] | || | | | `2021 - TPAMI` |
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| Neural Net | StemGNN🧑‍🔧[^33] || | | | | `2020 - NeurIPS` |
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| Neural Net | Reformer🧑‍🔧[^32] || | | | | `2020 - ICLR` |
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| Neural Net | Reformer🧑‍🔧[^32] || | | | | `2020 - ICLR` |
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| Neural Net | GP-VAE[^11] || | | | | `2020 - AISTATS` |
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| Neural Net | VaDER[^7] | | | || | `2019 - GigaSci.` |
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| Neural Net | M-RNN[^9] || | | | | `2019 - TBME` |

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