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‎.circleci/config.yml

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# Python CircleCI 2.0 configuration file
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#
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# Check https://circleci.com/docs/2.0/language-python/ for more details
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#
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version: 2
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# -------------------------------------------------------------------------------------
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# Environments to run the jobs in
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# -------------------------------------------------------------------------------------
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cpu: &cpu
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docker:
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machine:
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image: default
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resource_class: medium
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gpu: &gpu
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environment:
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CUDA_VERSION: "10.1"
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machine:
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image: default
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resource_class: gpu.medium # Tesla M60
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# -------------------------------------------------------------------------------------
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# Re-usable commands
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# -------------------------------------------------------------------------------------
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setup_venv: &setup_venv
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- run:
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name: Activate Venv
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command: |
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python -m venv ~/venv
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echo ". ~/venv/bin/activate" >> $BASH_ENV
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. ~/venv/bin/activate
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python --version
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which python
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which pip
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install_python: &install_python
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- run:
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name: Install Python
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working_directory: ~/
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command: |
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pyenv install 3.6.1
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pyenv global 3.6.1
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install_dep: &install_dep
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- run:
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name: Install Dependencies
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command: |
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which python
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which pip
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pip install --upgrade pip
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pip install --progress-bar off -r requirements.txt
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pip list
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run_tests: &run_tests
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- run:
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name: Run Tests
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command: |
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python setup.py test -s test.suites.unittests -v
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# -------------------------------------------------------------------------------------
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# Jobs to run
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# -------------------------------------------------------------------------------------
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jobs:
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cpu_tests:
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<<: *cpu
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working_directory: ~/ClassyVision
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steps:
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- checkout
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- <<: *install_python
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- <<: *setup_venv
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# Download and cache dependencies
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- restore_cache:
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keys:
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- v2-cpu-dependencies-{{ checksum "requirements.txt" }}
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# fallback to using the latest cache if no exact match is found
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- v2-cpu-dependencies-
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- <<: *install_dep
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- save_cache:
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paths:
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- ~/venv
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key: v2-cpu-dependencies-{{ checksum "requirements.txt" }}
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- <<: *run_tests
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- run:
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name: Run classy-project tests
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command: |
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pip install .
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classy-project my-project
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pushd my-project
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./classy_train.py --device cpu --config configs/template_config.json
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popd
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rm -rf my-project
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gpu_tests:
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<<: *gpu
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working_directory: ~/ClassyVision
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steps:
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- checkout
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- run:
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name: Setup CUDA
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working_directory: ~/
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command: |
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# download and install nvidia drivers, cuda, etc
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wget -q 'https://s3.amazonaws.com/ossci-linux/nvidia_driver/NVIDIA-Linux-x86_64-430.40.run'
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sudo /bin/bash ./NVIDIA-Linux-x86_64-430.40.run -s --no-drm
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wget -q https://developer.download.nvidia.com/compute/cuda/10.1/Prod/local_installers/cuda-repo-ubuntu1404-10-1-local-10.1.243-418.87.00_1.0-1_amd64.deb
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sudo dpkg -i cuda-repo-ubuntu1404-10-1-local-10.1.243-418.87.00_1.0-1_amd64.deb
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sudo apt-key add /var/cuda-repo-10-1-local-10.1.243-418.87.00/7fa2af80.pub
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nvidia-smi
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- <<: *install_python
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- <<: *setup_venv
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# Download and cache dependencies
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- restore_cache:
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keys:
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- v1-gpu-dependencies-{{ checksum "requirements.txt" }}
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# fallback to using the latest cache if no exact match is found
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- v1-gpu-dependencies-
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- <<: *install_dep
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- run:
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name: Check CUDA Available
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command: python -c "import torch; assert torch.cuda.is_available(), 'CUDA not available'"
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- save_cache:
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paths:
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- ~/venv
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key: v1-gpu-dependencies-{{ checksum "requirements.txt" }}
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- <<: *run_tests
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# -------------------------------------------------------------------------------------
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# Workflows
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# -------------------------------------------------------------------------------------
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workflows:
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version: 2
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build_and_test:
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jobs:
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- cpu_tests
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- gpu_tests

‎.github/ISSUE_TEMPLATE/bug-report.md

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---
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name: "\U0001F41B Bug Report"
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about: Submit a bug report to help us improve Classy Vision
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---
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## 🐛 Bug
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<!-- A clear and concise description of what the bug is. -->
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## To Reproduce
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Steps to reproduce the behavior:
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1.
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1.
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1.
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<!-- If you have a code sample, error messages, stack traces, please provide it here as well -->
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## Expected behavior
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<!-- A clear and concise description of what you expected to happen. -->
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## Environment
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- What commands did you use to install Classy Vision (conda/pip/build from source)?
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- If you are building from source, which commit is it?
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- What does `classy_vision.__version__` print? (If applicable)
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Please copy and paste the output from the Pytorch
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[environment collection script](https://raw.githubusercontent.com/pytorch/pytorch/master/torch/utils/collect_env.py)
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(or fill out the checklist below manually).
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You can get the script and run it with:
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```
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wget https://raw.githubusercontent.com/pytorch/pytorch/master/torch/utils/collect_env.py
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# For security purposes, please check the contents of collect_env.py before running it.
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python collect_env.py
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```
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- PyTorch Version (e.g., 1.0):
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- OS (e.g., Linux):
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- How you installed PyTorch (`conda`, `pip`, source):
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- Build command you used (if compiling from source):
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- Python version:
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- CUDA/cuDNN version:
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- GPU models and configuration:
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- Any other relevant information:
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## Additional context
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<!-- Add any other context about the problem here. -->

‎.github/ISSUE_TEMPLATE/documentation.md

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---
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name: "\U0001F4DA Documentation"
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about: Report an issue related to Classy Vision documentation
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---
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## 📚 Documentation
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<!-- A clear and concise description of what content in the [Tutorials](https://classyvision.ai/tutorials) or the [API Reference](https://classyvision.ai/api) is an issue -->

‎.github/ISSUE_TEMPLATE/feature-request.md

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---
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name: "\U0001F680Feature Request"
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about: Submit a proposal/request for a new Classy Vision feature
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---
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## 🚀 Feature
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<!-- A clear and concise description of the feature proposal -->
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## Motivation
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<!-- Please outline the motivation for the proposal. Is your feature request related to a problem? e.g., I'm always frustrated when [...]. If this is related to another GitHub issue, please link here too -->
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## Pitch
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<!-- A clear and concise description of what you want to happen. -->
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## Alternatives
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<!-- A clear and concise description of any alternative solutions or features you've considered, if any. -->
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## Additional context
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<!-- Add any other context or screenshots about the feature request here. -->

‎.github/ISSUE_TEMPLATE/questions-help-support.md

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---
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name: "❓Questions/Help/Support"
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about: Do you need support?
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---
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## ❓ Questions and Help
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Before creating an issue, please go over our [Tutorials](https://classyvision.ai/tutorials) and [API Reference](https://classyvision.ai/api). If you cannot find the information you are looking for, please enquire in Classy Vision's `#help` [slack](https://classyvision.slack.com) channel before creating an issue.

‎.gitignore

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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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.DS_Store
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# Distribution / packaging
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.Python
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env/
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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# Jupyter Notebook
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.ipynb_checkpoints
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node_modules
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lib/core/metadata.js
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lib/core/MetadataBlog.js
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# Sphinx documentation
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sphinx/build/
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# Docusaurus
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website/translated_docs
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website/build/
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website/yarn.lock
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website/node_modules
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website/i18n/*
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## Generated for tutorials
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website/_tutorials/
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website/static/files/
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website/pages/tutorials/*
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!website/pages/tutorials/index.js
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## Generated for Sphinx
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website/pages/api/
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website/static/js/*
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!website/static/js/code_block_buttons.js
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website/static/_sphinx-sources/

‎.isort.cfg

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[settings]
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multi_line_output=3

‎CHANGELOG.md

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0.1 (December 9, 2019)
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* Initial release

‎CODE_OF_CONDUCT.md

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

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