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make release-tag: Merge branch 'master' into stable
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‎.github/ISSUE_TEMPLATE.md‎

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‎.github/ISSUE_TEMPLATE/bug_report.md‎

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---
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name: Bug report
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about: Report an error that you found when using DeepEcho
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title: ''
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labels: bug, pending review
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assignees: ''
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---
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### Environment Details
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Please indicate the following details about the environment in which you found the bug:
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* DeepEcho version:
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* Python version:
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* Operating System:
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### Error Description
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<!--Replace this text with a description of what you were trying to get done.
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Tell us what happened, what went wrong, and what you expected to happen.-->
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### Steps to reproduce
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<!--Replace this text with a description of the steps that anyone can follow to
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reproduce the error. If the error happens only on a specific dataset, please
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consider attaching some example data to the issue so that others can use it
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to reproduce the error.-->
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```
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Paste the command(s) you ran and the output.
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If there was a crash, please include the traceback here.
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```

‎.github/ISSUE_TEMPLATE/feature_request.md‎

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---
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name: Feature request
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about: Request a new feature that you would like to see implemented in DeepEcho
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title: ''
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labels: new feature, pending review
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assignees: ''
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---
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### Problem Description
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<!--Replace this with a description of the problem that you think DeepEcho should be able
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to solve and is not solving already-->
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### Expected behavior
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<!--Replace this a clear and concise description of what you would expect DeepEcho with regards
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with the described problem. If possible, explain how you would like to interact with DeepEcho
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and what the outcome of this interaction would be.-->
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### Additional context
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<!--Please provide any additional context that may be relevant to the issue here. If none,
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please remove this section.-->

‎.github/ISSUE_TEMPLATE/question.md‎

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---
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name: Question
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about: Doubts about DeepEcho usage
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title: ''
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labels: question, pending review
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assignees: ''
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---
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### Environment details
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If you are already running DeepEcho, please indicate the following details about the environment in
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which you are running it:
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* DeepEcho version:
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* Python version:
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* Operating System:
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### Problem description
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<!--Replace this with a description of the problem that you are trying to solve using DeepEcho. If
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possible, describe the data that you are using, or consider attaching some example data
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that others can use to propose a working solution for your problem.-->
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### What I already tried
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<!--Replace with a description of what you already tried and what is the behavior that you observe.
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If possible, also add below the exact code that you are running.-->
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```
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Paste the command(s) you ran and the output.
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If there was a crash, please include the traceback here.
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```

‎.github/workflows/tests.yml‎

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branches: [ master ]
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jobs:
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build:
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runs-on: ubuntu-latest
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lint:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: [3.8]
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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@v1
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with:
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python-version: ${{ matrix.python-version }}
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- if: matrix.os == 'windows-latest'
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name: Install dependencies - Windows
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run: pip install 'torch>=1,<2' -f https://download.pytorch.org/whl/torch_stable.html
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- name: Install package
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run: pip install invoke .[dev]
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- name: invoke lint
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run: invoke lint
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readme:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: [3.6, 3.7, 3.8]
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os: [ubuntu-latest, macos-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@v1
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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 rundoc .
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- name: invoke readme
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run: invoke readme
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unit:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: [3.6, 3.7, 3.8]
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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@v1
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with:
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python-version: ${{ matrix.python-version }}
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- if: matrix.os == 'windows-latest'
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name: Install dependencies - Windows
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run: pip install 'torch>=1,<2' -f https://download.pytorch.org/whl/torch_stable.html
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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: Install dependencies
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run: |
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sudo apt-get install pandoc
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python -m pip install --upgrade pip
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pip install tox tox-gh-actions
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minimum:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: [3.6, 3.7, 3.8]
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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@v1
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with:
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python-version: ${{ matrix.python-version }}
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- if: matrix.os == 'windows-latest'
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name: Install dependencies - Windows
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run: pip install 'torch==1.4' -f https://download.pytorch.org/whl/torch_stable.html
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- name: Install package and dependencies
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run: pip install invoke .[test]
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- name: invoke minimum
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run: invoke minimum
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- name: Test with tox
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run: tox
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tutorials:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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python-version: [3.6, 3.7, 3.8]
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os: [ubuntu-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@v1
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with:
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python-version: ${{ matrix.python-version }}
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- if: matrix.os == 'ubuntu-latest'
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name: Install dependencies - Ubuntu
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run: sudo apt-get install graphviz
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- if: matrix.os == 'macos-latest'
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name: Install dependencies - MacOS
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run: brew install graphviz
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- if: matrix.os == 'windows-latest'
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name: Install dependencies - Windows
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run: |
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pip install 'torch>=1,<2' -f https://download.pytorch.org/whl/torch_stable.html
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choco install graphviz
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- name: Install package and dependencies
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run: pip install invoke jupyter .
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- name: invoke tutorials
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run: invoke tutorials

‎.travis.yml‎

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‎HISTORY.md‎

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# History
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## 0.2.0 - 2021-02-24
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Maintenance release to update dependencies and ensure compatibility with the rest
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of the SDV ecosystem libraries.
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## 0.1.4 - 2020-10-16
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Minor maintenance version to update dependencies and documentation, and

‎Makefile‎

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isort -c --recursive tests
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.PHONY: lint
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lint:lint-deepecho lint-tests ## Run all code style checks
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lint: ## Run all code style checks
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invoke lint
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.PHONY: fix-lint
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fix-lint: ## fix lint issues using autoflake, autopep8, and isort
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# TEST TARGETS
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.PHONY: test-unit
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test-unit: ## run tests quickly with the default Python
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python -m pytest --cov=deepecho
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.PHONY: test-pytest
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test-pytest: ## run all the tests using pytest
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invoke pytest
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.PHONY: test-readme
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test-readme: ## run the readme snippets
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rm -rf tests/readme_test && mkdir tests/readme_test
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cd tests/readme_test && rundoc run --single-session python3 -t python3 ../../README.md
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rm -rf tests/readme_test
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invoke readme
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.PHONY: test-tutorials
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test-tutorials: ## run the tutorial notebooks
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jupyter nbconvert --execute --ExecutePreprocessor.timeout=600 tutorials/*.ipynb --stdout > /dev/null
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invoke tutorials
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.PHONY: check-dependencies
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check-dependencies: ## test if there are any broken dependencies
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pip check
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.PHONY: test
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test: test-unit test-readme ## test everything that needs test dependencies
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test: test-pytest test-readme test-tutorials ## test everything that needs test dependencies
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.PHONY: test-devel
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test-devel: check-dependencies lint docs ## test everything that needs development dependencies
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test-devel: lint docs ## test everything that needs development dependencies
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.PHONY: test-all
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test-all: ## run tests on every Python version with tox

‎conda/meta.yaml‎

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{% set name = "deepecho" %}
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{% set version = "version = '0.1.4'" %}
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{% set version = "version = '0.2.0.dev1'" %}
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package:
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requirements:
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host:
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- numpy >=1.15.4,<2
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- pandas >=0.22,<1.1.5
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- pip
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- python
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- pytorch >=1,<2
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- tqdm >=4,<5
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- pytest-runner
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- python >=3.6,<3.9
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- numpy >=1.18.0,<2
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- pandas >=1.1,<1.1.5
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- pytorch >=1.4,<2
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- tqdm >=4.10,<5
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run:
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- numpy >=1.15.4,<2
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- pandas >=0.22,<1.1.5
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- python
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- pytorch >=1,<2
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- tqdm >=4,<5
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- python >=3.6,<3.9
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- numpy >=1.18.0,<2
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- pandas >=1.1,<1.1.5
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- pytorch >=1.4,<2
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- tqdm >=4.10,<5
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about:
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home: "https://github.com/sdv-dev/DeepEcho"
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license: MIT
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license_family: MIT
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license_file:
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license_file:
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summary: "Mixed-type multivariate time series modeling with generative adversarial networks."
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doc_url:
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dev_url:
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doc_url:
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dev_url:
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extra:
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recipe-maintainers:
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- sdv-dev
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- sdv-dev

‎deepecho/__init__.py‎

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__author__ = 'MIT Data To AI Lab'
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__email__ = '[email protected]'
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__version__ = '0.1.4'
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__version__ = '0.2.0.dev1'
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__path__ = __import__('pkgutil').extend_path(__path__, __name__)
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from deepecho.demo import load_demo

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