Initial commit

Author: delip

.gitignore

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+day_1/data/*
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# 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/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# dotenv
+.env
+
+# virtualenv
+.venv
+venv/
+ENV/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.DS_Store
+amazon_train_small.csv
+glove.6B.zip
+names_test.csv
+names_test_delip_version.csv
+names_train.csv
+snli_1.0.zip
+trump.csv
+data/
+.ipython/
+.jupyter/
+.local/

Dockerfile

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+FROM jupyter/minimal-notebook:ae885c0a6226
+
+# launchbot-specific labels
+LABEL name.launchbot.io="nlp_with_dl"
+LABEL workdir.launchbot.io="/home/jovyan"
+LABEL description.launchbot.io="Natural Language Processing with Deep Learning"
+LABEL 8888.port.launchbot.io="Jupyter Notebook"
+
+#USER root
+
+# Install requirements
+COPY requirements.txt /requirements.txt
+RUN pip install -r /requirements.txt
+
+# Install pytorch
+RUN pip install http://download.pytorch.org/whl/cpu/torch-0.4.1-cp36-cp36m-linux_x86_64.whl \
+			&& pip install torchvision
+
+RUN jupyter nbextension enable --py widgetsnbextension
+
+# Set the working directory
+WORKDIR /home/jovyan
+
+# Add files
+COPY data/trump.csv /home/jovyan/data/trump.csv
+COPY data/surnames.csv /home/jovyan/data/surnames.csv
+COPY data/glove.6B.100d.txt /home/jovyan/data/glove.6B.100d.txt
+COPY data/firstnames.csv /home/jovyan/data/firstnames.csv
+COPY data/amazon_train_small.csv /home/jovyan/data/amazon_train_small.csv
+COPY data/surnames.csv /home/jovyan/data/surnames.csv
+COPY data/zhnews.csv /home/jovyan/data/zhnews.csv
+
+COPY modelzoo/ /home/jovyan/modelzoo
+
+COPY day_1 /home/jovyan/day_1
+COPY day_2 /home/jovyan/day_2
+
+USER root
+RUN chown -R $NB_USER /home/jovyan/day_* \
+		&& chmod -R 774 /home/jovyan/day_*
+USER $NB_USER
+
+# Expose the notebook port
+EXPOSE 8888
+
+# Start the notebook server
+CMD jupyter notebook --no-browser --port 8888 --ip=* --NotebookApp.token='' --NotebookApp.disable_check_xsrf=True