add autodl

AutoDL-Projects/.github/CODE-OF-CONDUCT.md

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+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, sex characteristics, gender identity and expression,
+level of experience, education, socio-economic status, nationality, personal
+appearance, race, religion, or sexual identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+ advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+ address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+ professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at dongxuanyi888@gmail.com. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see
+https://www.contributor-covenant.org/faq

AutoDL-Projects/.github/CONTRIBUTING.md

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+# Contributing to AutoDL-Projects
+
+:+1::tada: First off, thanks for taking the time to contribute! :tada::+1:
+
+The following is a set of guidelines for contributing to AutoDL-Projects.
+
+## Table Of Contents
+
+[How Can I Contribute?](#how-can-i-contribute)
+  * [Reporting Bugs](#reporting-bugs)
+  * [Suggesting Enhancements](#suggesting-enhancements)
+  * [Your First Code Contribution](#your-first-code-contribution)
+
+## How Can I Contribute?
+
+### Reporting Bugs
+
+This section guides you through submitting a bug report for AutoDL-Projects.
+Following these guidelines helps maintainers and the community understand your report :pencil:, reproduce the behavior :computer: :computer:, and find related reports :mag_right:.
+
+When you are creating a bug report, please include as many details as possible.
+Fill out [the required template](https://github.com/D-X-Y/AutoDL-Projects/blob/main/.github/ISSUE_TEMPLATE/bug-report.md). The information it asks for helps us resolve issues faster.
+
+> **Note:** If you find a **Closed** issue that seems like it is the same thing that you're experiencing, open a new issue and include a link to the original issue in the body of your new one.
+
+### Suggesting Enhancements
+
+Please feel free to email me (dongxuanyi888@gmail.com).
+
+### Your First Code Contribution
+
+Please feel free to open an Pull Requests.
+

AutoDL-Projects/.github/ISSUE_TEMPLATE/bug-report.md

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+---
+name: Bug Report
+about: Create a report to help us improve
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Please provide a small script to reproduce the behavior:
+```
+codes to reproduce the bug
+```
+Please let me know your OS, Python version, PyTorch version.
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.

AutoDL-Projects/.github/ISSUE_TEMPLATE/question.md

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+---
+name: Questions w.r.t. an AutoDL algorithm
+about: Ask questions about or discuss on some algorithms
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Which Algorithm**
+Please put the title of the AutoDL algorithm that you want to ask here.
+
+**Describe the Question**
+A clear and concise description of what the bug is.
+

AutoDL-Projects/.github/workflows/test-basic.yaml

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+name: Test Spaces
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        os: [ubuntu-18.04, ubuntu-20.04, macos-latest]
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Lint with Black
+        run: |
+          python -m pip install black
+          python --version
+          python -m black --version
+          echo $PWD ; ls
+          python -m black ./exps -l 88 --check --diff --verbose
+          python -m black ./tests -l 88 --check --diff --verbose
+          python -m black ./xautodl/x* -l 88 --check --diff --verbose
+          python -m black ./xautodl/spaces -l 88 --check --diff --verbose
+          python -m black ./xautodl/trade_models -l 88 --check --diff --verbose
+          python -m black ./xautodl/procedures -l 88 --check --diff --verbose
+          python -m black ./xautodl/config_utils -l 88 --check --diff --verbose
+          python -m black ./xautodl/log_utils -l 88 --check --diff --verbose
+
+      - name: Install XAutoDL from source
+        run: |
+          pip install .
+
+      - name: Test Search Space
+        run: |
+          python -m pip install pytest
+          python -m pip install torch torchvision
+          python -m pip install parameterized
+          echo $PWD
+          echo "Show what we have here:"
+          ls
+          python --version
+          python -m pytest ./tests/test_import.py -s
+          python -m pytest ./tests/test_basic_space.py -s
+        shell: bash
+
+      - name: Test Math
+        run: |
+          python -m pytest ./tests/test_math*.py -s
+        shell: bash
+
+      - name: Test Synthetic Data
+        run: |
+          python -m pytest ./tests/test_synthetic*.py -s
+        shell: bash

AutoDL-Projects/.github/workflows/test-misc.yaml

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+name: Test Xmisc
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        os: [ubuntu-18.04, ubuntu-20.04, macos-latest]
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install XAutoDL from source
+        run: |
+          pip install .
+
+      - name: Test Xmisc
+        run: |
+          python -m pip install pytest
+          python -m pip install torch torchvision
+          python -m pip install parameterized
+          echo $PWD
+          echo "Show what we have here:"
+          ls
+          python --version
+          python -m pytest ./tests/test_misc* -s
+        shell: bash

AutoDL-Projects/.github/workflows/test-super-layer_model.yaml

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+name: Test Super Model
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+
+jobs:
+  build:
+    strategy:
+      matrix:
+        os: [ubuntu-18.04, ubuntu-20.04, macos-latest]
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install XAutoDL from source
+        run: |
+          pip install .
+
+      - name: Test Super Model
+        run: |
+          python -m pip install pytest
+          python -m pip install parameterized
+          python -m pip install torch torchvision
+          python -m pytest ./tests/test_super_*.py
+        shell: bash
+
+      - name: Test TAS (NeurIPS 2019)
+        run: |
+          python -m pytest ./tests/test_tas.py
+        shell: bash