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make release-tag: Merge branch 'master' into stable
2 parents f1c64ae + 948f097 commit 7593f16

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‎.github/workflows/docs.yml‎

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docs:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v2
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- uses: actions/checkout@v1
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- name: Python
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uses: actions/setup-python@v1
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uses: actions/setup-python@v2
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with:
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python-version: 3.8
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‎.github/workflows/tests.yml‎

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python-version: ${{ matrix.python-version }}
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- name: Install package and dependencies
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run: pip install invoke .[test]
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- name: invoke pytest
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run: invoke pytest
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- name: invoke unit
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run: invoke unit
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unit-pretrained:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: ['3.11']
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os: [ubuntu-latest, macos-latest, windows-latest]
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steps:
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- uses: actions/checkout@v1
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v2
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install package and dependencies
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run: |
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pip install invoke pytest .[pretrained]
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- name: invoke pretrained
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run: invoke pretrained
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minimum:
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python-version: ['3.8', '3.9', '3.10', '3.11']
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os: [ubuntu-latest, macos-latest, windows-latest]
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exclude:
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- os: macos-latest
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python-version: '3.7'
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- os: windows-latest
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python-version: '3.8'
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steps:
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- uses: actions/checkout@v1
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v2
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with:
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python-version: ${{ matrix.python-version }}
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- if: matrix.os == 'windows-latest' && matrix.python-version == 3.6
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name: Install dependencies - Windows with Python 3.6
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run: python -m pip install pywinpty==2.0.1
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- name: Install package and dependencies
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run: pip install invoke jupyter matplotlib .
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run: |
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pip install "mistune>=2.0.3,<3.1"
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pip install invoke jupyter matplotlib .
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- name: invoke tutorials
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run: invoke tutorials
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pretrained:
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pretrained-tutorials:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install package and dependencies
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run: pip install invoke jupyter .[pretrained]
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- name: invoke pretrained
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run: invoke pretrained
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run: |
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pip install "mistune>=2.0.3,<3.1"
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pip install invoke jupyter .[pretrained]
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- name: invoke pretrained-tutorials
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run: invoke pretrained-tutorials

‎HISTORY.md‎

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History
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=======
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## 0.7.1 – 2025-03-17
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New ``timesfm`` pipeline
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### Issues resolved
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* Add Colab link to tutorials – [Issue #620](https://github.com/signals-dev/Orion/issues/620) by @sarahmish
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* pin pytorch < 2.6 – [Issue #614](https://github.com/signals-dev/Orion/issues/614) by @sarahmish
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* Throw an error if TimesFM will not work – [Issue #610](https://github.com/signals-dev/Orion/issues/610) by @sarahmish
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* Cap ``mistune`` – [Issue #605](https://github.com/signals-dev/Orion/issues/605) by @sarahmish
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* Update github actions tutorial tests – [Issue #603](https://github.com/signals-dev/Orion/issues/603) by @sarahmish
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* Modify ``units`` pipeline ``find_anomalies`` params – [Issue #602](https://github.com/signals-dev/Orion/issues/602) by @Linh-nk
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* New pipeline using TimesFM – [Issue #589](https://github.com/signals-dev/Orion/issues/589) by @Linh-nk
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## 0.7.0 – 2024-12-18
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New ``units`` pipeline

‎Makefile‎

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.PHONY: test-unit
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test-unit: ## run tests quickly with the default Python
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invoke pytest
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invoke unit
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.PHONY: test-readme
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test-readme: ## run the readme snippets
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test-tutorials: ## run the tutorial notebooks
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invoke tutorials
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.PHONY: test-pretrained
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test-pretrained: ## run the tutorial notebooks
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invoke pretrained
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.PHONY: test-pretrained-tutorials
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test-pretrained-tutorials: ## run the tutorial notebooks
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invoke pretrained
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invoke pretrained-tutorials
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.PHONY: test
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test: test-unit test-readme test-tutorials ## test everything that needs test dependencies

‎README.md‎

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| Pipeline | Outperforms ARIMA |
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|---------------------------|--------------------|
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| AER | 11 |
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| AER | 12 |
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| TadGAN | 7 |
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| LSTM Dynamic Thresholding | 9 |
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| LSTM Autoencoder | 6 |
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| Dense Autoencoder | 8 |
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| LSTM Autoencoder | 7 |
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| Dense Autoencoder | 7 |
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| VAE | 6 |
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| AnomalyTransformer | 2 |
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| LNN | 7 |
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| Matrix Profile | 5 |
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| UniTS | 6 |
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| TimesFM | 7 |
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| [GANF](https://arxiv.org/pdf/2202.07857.pdf) | 5 |
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| [Azure](https://azure.microsoft.com/en-us/products/cognitive-services/anomaly-detector/) | 0 |
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‎benchmark/leaderboard.md‎

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| Pipeline | Outperforms ARIMA |
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|---------------------------|--------------------|
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| AER | 11 |
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| AER | 12 |
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| TadGAN | 7 |
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| LSTM Dynamic Thresholding | 9 |
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| LSTM Autoencoder | 6 |
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| Dense Autoencoder | 8 |
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| LSTM Autoencoder | 7 |
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| Dense Autoencoder | 7 |
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| VAE | 6 |
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| AnomalyTransformer | 2 |
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| LNN | 7 |
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| Matrix Profile | 5 |
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| UniTS | 6 |
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| TimesFM | 7 |
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| GANF | 5 |
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| Azure | 0 |

‎benchmark/leaderboard.xlsx‎

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