initial upload (#1)

* initial commit

* read logging level from env

* fix comment

* update setup.cfg

* update environment yml

* rename train to run

* relocate modules

* add init file

* update readme

.github/workflows/ci.yml

@@ -0,0 +1,85 @@
+name: CI
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        operating-system: [ubuntu-latest]
+        python-version: [3.8, 3.9]
+      fail-fast: false
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Restore Ubuntu cache
+        uses: actions/cache@v1
+        if: matrix.operating-system == 'ubuntu-latest'
+        with:
+          path: ~/.cache/pip
+          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
+          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
+
+      - name: Restore MacOS cache
+        uses: actions/cache@v1
+        if: matrix.operating-system == 'macos-latest'
+        with:
+          path: ~/Library/Caches/pip
+          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
+          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
+
+      - name: Restore Windows cache
+        uses: actions/cache@v1
+        if: matrix.operating-system == 'windows-latest'
+        with:
+          path: ~\AppData\Local\pip\Cache
+          key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py')}}
+          restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}-
+
+      - name: Update pip
+        run: python -m pip install --upgrade pip
+
+      - name: Install PyTorch on Linux and Windows
+        if: >
+          matrix.operating-system == 'ubuntu-latest' ||
+          matrix.operating-system == 'windows-latest'
+        run: >
+          pip install torch==1.10.0+cpu
+          -f https://download.pytorch.org/whl/torch_stable.html
+
+      - name: Install PyTorch on MacOS
+        if: matrix.operating-system == 'macos-latest'
+        run: pip install torch==1.10.0
+
+      - name: Install requirements
+        run: >
+          pip install -r requirements.txt
+
+      - name: Lint with flake8, black and isort
+        run: |
+          pip install "black==21.7b0" "flake8==3.9.2" "isort==5.9.2"
+          # stop the build if there are Python syntax errors or undefined names
+          flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+          black . --check --config pyproject.toml
+          isort -c .
+          # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
+      - name: Test prepare_data and train
+        run: |
+          # prepare_data
+          python prepare_data.py tests/test_config.yaml
+          # train
+          python run.py tests/test_config.yaml

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# other
+.idea/
+.vscode
+*.pt
+data/
+mt5_qg_tokenizer/
+runs/
+*tokenizer/
+wandb
+.neptune

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 obss
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.