diff --git a/poetry.lock b/poetry.lock
index 0bfb8d2..5fcc7b0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6,27 +6,13 @@ optional = false
 python-versions = "*"
 version = "0.7.12"
 
-[[package]]
-category = "main"
-description = "A database migration tool for SQLAlchemy."
-name = "alembic"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.4.3"
-
-[package.dependencies]
-Mako = "*"
-SQLAlchemy = ">=1.1.0"
-python-dateutil = "*"
-python-editor = ">=0.3"
-
 [[package]]
 category = "main"
 description = "An open-source NLP research library, built on PyTorch."
 name = "allennlp"
 optional = false
 python-versions = ">=3.6.1"
-version = "1.1.0"
+version = "1.3.0"
 
 [package.dependencies]
 boto3 = ">=1.14,<2.0"
@@ -41,14 +27,15 @@ pytest = "*"
 requests = ">=2.18"
 scikit-learn = "*"
 scipy = "*"
+sentencepiece = "*"
 spacy = ">=2.1.0,<2.4"
 tensorboardX = ">=1.2"
-torch = ">=1.6.0,<1.7.0"
+torch = ">=1.6.0,<1.8.0"
 tqdm = ">=4.19"
-transformers = ">=3.0,<3.1"
+transformers = ">=4.0,<4.1"
 
 [[package]]
-category = "dev"
+category = "main"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 name = "appdirs"
 optional = false
@@ -57,12 +44,12 @@ version = "1.4.4"
 
 [[package]]
 category = "dev"
-description = "Disable App Nap on OS X 10.9"
+description = "Disable App Nap on macOS >= 10.9"
 marker = "sys_platform == \"darwin\" or platform_system == \"Darwin\""
 name = "appnope"
 optional = false
 python-versions = "*"
-version = "0.1.0"
+version = "0.1.2"
 
 [[package]]
 category = "dev"
@@ -104,11 +91,11 @@ description = "Classes Without Boilerplate"
 name = "attrs"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "20.2.0"
+version = "20.3.0"
 
 [package.extras]
-dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "sphinx-rtd-theme", "pre-commit"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
+dev = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface"]
 tests = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
 tests_no_zope = ["coverage (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
 
@@ -118,7 +105,7 @@ description = "Internationalization utilities"
 name = "babel"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.8.0"
+version = "2.9.0"
 
 [package.dependencies]
 pytz = ">=2015.7"
@@ -132,7 +119,7 @@ python-versions = "*"
 version = "0.2.0"
 
 [[package]]
-category = "dev"
+category = "main"
 description = "The uncompromising code formatter."
 name = "black"
 optional = false
@@ -172,29 +159,21 @@ description = "The Blis BLAS-like linear algebra library, as a self-contained C-
 name = "blis"
 optional = false
 python-versions = "*"
-version = "0.4.1"
+version = "0.7.4"
 
 [package.dependencies]
 numpy = ">=1.15.0"
 
-[[package]]
-category = "main"
-description = "Amazon Web Services Library"
-name = "boto"
-optional = false
-python-versions = "*"
-version = "2.49.0"
-
 [[package]]
 category = "main"
 description = "The AWS SDK for Python"
 name = "boto3"
 optional = false
 python-versions = "*"
-version = "1.15.1"
+version = "1.16.51"
 
 [package.dependencies]
-botocore = ">=1.18.1,<1.19.0"
+botocore = ">=1.19.51,<1.20.0"
 jmespath = ">=0.7.1,<1.0.0"
 s3transfer = ">=0.3.0,<0.4.0"
 
@@ -204,7 +183,7 @@ description = "Low-level, data-driven core of boto 3."
 name = "botocore"
 optional = false
 python-versions = "*"
-version = "1.18.1"
+version = "1.19.51"
 
 [package.dependencies]
 jmespath = ">=0.7.1,<1.0.0"
@@ -212,7 +191,16 @@ python-dateutil = ">=2.1,<3.0.0"
 
 [package.dependencies.urllib3]
 python = "<3.4.0 || >=3.5.0"
-version = ">=1.20,<1.26"
+version = ">=1.25.4,<1.27"
+
+[[package]]
+category = "main"
+description = "A decorator for caching properties in classes."
+marker = "python_version < \"3.8\""
+name = "cached-property"
+optional = false
+python-versions = "*"
+version = "1.5.2"
 
 [[package]]
 category = "main"
@@ -233,7 +221,7 @@ description = "Python package for providing Mozilla's CA Bundle."
 name = "certifi"
 optional = false
 python-versions = "*"
-version = "2020.6.20"
+version = "2020.12.5"
 
 [[package]]
 category = "dev"
@@ -241,7 +229,7 @@ description = "Foreign Function Interface for Python calling C code."
 name = "cffi"
 optional = false
 python-versions = "*"
-version = "1.14.3"
+version = "1.14.4"
 
 [package.dependencies]
 pycparser = "*"
@@ -259,8 +247,8 @@ category = "main"
 description = "Universal encoding detector for Python 2 and 3"
 name = "chardet"
 optional = false
-python-versions = "*"
-version = "3.0.4"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+version = "4.0.0"
 
 [[package]]
 category = "main"
@@ -270,82 +258,14 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 version = "7.1.2"
 
-[[package]]
-category = "main"
-description = "Command Line Interface Formulation Framework"
-name = "cliff"
-optional = false
-python-versions = ">=3.6"
-version = "3.4.0"
-
-[package.dependencies]
-PrettyTable = ">=0.7.2,<0.8"
-PyYAML = ">=3.12"
-cmd2 = ">=0.8.0,<0.8.3 || >0.8.3"
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
-pyparsing = ">=2.1.0"
-six = ">=1.10.0"
-stevedore = ">=2.0.1"
-
-[[package]]
-category = "main"
-description = "Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3."
-name = "cmaes"
-optional = false
-python-versions = ">=3.6"
-version = "0.7.0"
-
-[package.dependencies]
-numpy = "*"
-
-[package.extras]
-benchmark = ["kurobako", "cma", "optuna"]
-lint = ["mypy", "flake8", "black"]
-release = ["wheel", "twine"]
-visualization = ["matplotlib", "scipy"]
-
-[[package]]
-category = "main"
-description = "cmd2 - quickly build feature-rich and user-friendly interactive command line applications in Python"
-name = "cmd2"
-optional = false
-python-versions = ">=3.5"
-version = "1.3.11"
-
-[package.dependencies]
-attrs = ">=16.3.0"
-colorama = ">=0.3.7"
-pyperclip = ">=1.6"
-pyreadline = "*"
-setuptools = ">=34.4"
-wcwidth = ">=0.1.7"
-
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=1.6.0"
-
-[package.extras]
-dev = ["pytest (>=4.6)", "codecov", "pytest-cov", "pytest-mock", "flake8", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "doc8", "invoke", "twine (>=1.11)", "mock", "nox (2019.11.9)", "nox"]
-test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "mock", "gnureadline"]
-
 [[package]]
 category = "main"
 description = "Cross-platform colored terminal text."
+marker = "sys_platform == \"win32\""
 name = "colorama"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.4.3"
-
-[[package]]
-category = "main"
-description = "Log formatting with colors!"
-name = "colorlog"
-optional = false
-python-versions = "*"
-version = "4.4.0"
-
-[package.dependencies]
-colorama = "*"
+version = "0.4.4"
 
 [[package]]
 category = "main"
@@ -353,7 +273,7 @@ description = "Manage calls to calloc/free through Cython"
 name = "cymem"
 optional = false
 python-versions = "*"
-version = "2.0.3"
+version = "2.0.5"
 
 [[package]]
 category = "main"
@@ -417,7 +337,7 @@ description = "the modular source code checker: pep8 pyflakes and co"
 name = "flake8"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "3.8.3"
+version = "3.8.4"
 
 [package.dependencies]
 mccabe = ">=0.6.0,<0.7.0"
@@ -428,14 +348,6 @@ pyflakes = ">=2.2.0,<2.3.0"
 python = "<3.8"
 version = "*"
 
-[[package]]
-category = "main"
-description = "Clean single-source support for Python 3 and 2"
-name = "future"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.18.2"
-
 [[package]]
 category = "main"
 description = "Python framework for fast Vector Space Modelling"
@@ -462,12 +374,25 @@ category = "main"
 description = "Read and write HDF5 files from Python"
 name = "h5py"
 optional = false
-python-versions = "*"
-version = "2.10.0"
+python-versions = ">=3.6"
+version = "3.1.0"
 
 [package.dependencies]
-numpy = ">=1.7"
-six = "*"
+[[package.dependencies.numpy]]
+python = ">=3.7,<3.8"
+version = ">=1.14.5"
+
+[[package.dependencies.numpy]]
+python = ">=3.8,<3.9"
+version = ">=1.17.5"
+
+[[package.dependencies.numpy]]
+python = ">=3.9"
+version = ">=1.19.3"
+
+[package.dependencies.cached-property]
+python = "<3.8"
+version = "*"
 
 [[package]]
 category = "dev"
@@ -475,7 +400,7 @@ description = "File identification library for Python"
 name = "identify"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "1.5.6"
+version = "1.5.11"
 
 [package.extras]
 license = ["editdistance"]
@@ -499,17 +424,22 @@ version = "1.2.0"
 [[package]]
 category = "main"
 description = "Read metadata from Python packages"
+marker = "python_version < \"3.8\""
 name = "importlib-metadata"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-version = "1.7.0"
+python-versions = ">=3.6"
+version = "3.3.0"
 
 [package.dependencies]
 zipp = ">=0.5"
 
+[package.dependencies.typing-extensions]
+python = "<3.8"
+version = ">=3.6.4"
+
 [package.extras]
-docs = ["sphinx", "rst.linker"]
-testing = ["packaging", "pep517", "importlib-resources (>=1.3)"]
+docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
 
 [[package]]
 category = "dev"
@@ -517,7 +447,7 @@ description = "IPython Kernel for Jupyter"
 name = "ipykernel"
 optional = false
 python-versions = ">=3.5"
-version = "5.3.4"
+version = "5.4.2"
 
 [package.dependencies]
 appnope = "*"
@@ -535,7 +465,7 @@ description = "IPython: Productive Interactive Computing"
 name = "ipython"
 optional = false
 python-versions = ">=3.7"
-version = "7.18.1"
+version = "7.19.0"
 
 [package.dependencies]
 appnope = "*"
@@ -574,15 +504,15 @@ category = "dev"
 description = "An autocompletion tool for Python that can be used for text editors."
 name = "jedi"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.17.2"
+python-versions = ">=3.6"
+version = "0.18.0"
 
 [package.dependencies]
-parso = ">=0.7.0,<0.8.0"
+parso = ">=0.8.0,<0.9.0"
 
 [package.extras]
-qa = ["flake8 (3.7.9)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (>=3.9.0,<5.0.0)"]
+qa = ["flake8 (3.8.3)", "mypy (0.782)"]
+testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<6.0.0)"]
 
 [[package]]
 category = "dev"
@@ -608,11 +538,11 @@ version = "0.10.0"
 
 [[package]]
 category = "main"
-description = "Lightweight pipelining: using Python functions as pipeline jobs."
+description = "Lightweight pipelining with Python functions"
 name = "joblib"
 optional = false
 python-versions = ">=3.6"
-version = "0.16.0"
+version = "1.0.0"
 
 [[package]]
 category = "dev"
@@ -631,7 +561,7 @@ description = "Python bindings for Jsonnet - The data templating language"
 name = "jsonnet"
 optional = false
 python-versions = "*"
-version = "0.16.0"
+version = "0.17.0"
 
 [[package]]
 category = "main"
@@ -639,10 +569,12 @@ description = "Python library for serializing any arbitrary object graph into JS
 name = "jsonpickle"
 optional = false
 python-versions = ">=2.7"
-version = "1.4.1"
+version = "1.4.2"
 
 [package.dependencies]
-importlib-metadata = "*"
+[package.dependencies.importlib-metadata]
+python = "<3.8"
+version = "*"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
@@ -677,7 +609,7 @@ description = "Jupyter protocol implementation and client libraries"
 name = "jupyter-client"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.7"
+version = "6.1.11"
 
 [package.dependencies]
 jupyter-core = ">=4.6.0"
@@ -687,15 +619,16 @@ tornado = ">=4.1"
 traitlets = "*"
 
 [package.extras]
-test = ["ipykernel", "ipython", "mock", "pytest", "pytest-asyncio", "async-generator", "pytest-timeout"]
+doc = ["sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["jedi (<=0.17.2)", "ipykernel", "ipython", "mock", "pytest", "pytest-asyncio", "async-generator", "pytest-timeout"]
 
 [[package]]
 category = "dev"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 name = "jupyter-core"
 optional = false
-python-versions = "!=3.0,!=3.1,!=3.2,!=3.3,!=3.4,>=2.7"
-version = "4.6.3"
+python-versions = ">=3.6"
+version = "4.7.0"
 
 [package.dependencies]
 pywin32 = ">=1.0"
@@ -749,40 +682,7 @@ requests = "*"
 test = ["pytest", "requests"]
 
 [[package]]
-category = "main"
-description = "Deep Learning for humans"
-name = "keras"
-optional = false
-python-versions = "*"
-version = "2.4.3"
-
-[package.dependencies]
-h5py = "*"
-numpy = ">=1.9.1"
-pyyaml = "*"
-scipy = ">=0.14"
-
-[package.extras]
-tests = ["pytest", "pytest-pep8", "pytest-xdist", "flaky", "pytest-cov", "pandas", "requests", "markdown"]
-visualize = ["pydot (>=1.2.4)"]
-
-[[package]]
-category = "main"
-description = "A super-fast templating language that borrows the  best ideas from the existing templating languages."
-name = "mako"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.1.3"
-
-[package.dependencies]
-MarkupSafe = ">=0.9.2"
-
-[package.extras]
-babel = ["babel"]
-lingua = ["lingua"]
-
-[[package]]
-category = "main"
+category = "dev"
 description = "Safely add untrusted strings to HTML/XML markup."
 name = "markupsafe"
 optional = false
@@ -811,7 +711,7 @@ description = "More routines for operating on iterables, beyond itertools"
 name = "more-itertools"
 optional = false
 python-versions = ">=3.5"
-version = "8.5.0"
+version = "8.6.0"
 
 [[package]]
 category = "main"
@@ -819,10 +719,10 @@ description = "Cython bindings for MurmurHash"
 name = "murmurhash"
 optional = false
 python-versions = "*"
-version = "1.0.2"
+version = "1.0.5"
 
 [[package]]
-category = "dev"
+category = "main"
 description = "Experimental type system extensions for programs checked with the mypy typechecker."
 name = "mypy-extensions"
 optional = false
@@ -903,7 +803,7 @@ description = "Patch asyncio to allow nested event loops"
 name = "nest-asyncio"
 optional = false
 python-versions = ">=3.5"
-version = "1.4.2"
+version = "1.4.3"
 
 [[package]]
 category = "main"
@@ -941,7 +841,7 @@ description = "A web-based notebook environment for interactive computing"
 name = "notebook"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.4"
+version = "6.1.6"
 
 [package.dependencies]
 Send2Trash = "*"
@@ -960,8 +860,9 @@ tornado = ">=5.0"
 traitlets = ">=4.2.1"
 
 [package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt"]
-test = ["nose", "coverage", "requests", "nose-warnings-filters", "nbval", "nose-exclude", "selenium", "pytest", "pytest-cov", "requests-unixsocket"]
+docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme"]
+json-logging = ["json-logging"]
+test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
 
 [[package]]
 category = "main"
@@ -969,39 +870,7 @@ description = "NumPy is the fundamental package for array computing with Python.
 name = "numpy"
 optional = false
 python-versions = ">=3.6"
-version = "1.19.2"
-
-[[package]]
-category = "main"
-description = "A hyperparameter optimization framework"
-name = "optuna"
-optional = false
-python-versions = ">=3.6"
-version = "2.3.0"
-
-[package.dependencies]
-alembic = "*"
-cliff = "*"
-cmaes = ">=0.6.0"
-colorlog = "*"
-joblib = "*"
-numpy = "*"
-packaging = ">=20.0"
-scipy = "!=1.4.0"
-sqlalchemy = ">=1.1.0"
-tqdm = "*"
-
-[package.extras]
-checking = ["black", "hacking", "isort", "mypy (0.782)", "blackdoc"]
-codecov = ["codecov", "pytest-cov"]
-doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "mlflow"]
-document = ["sphinx (3.0.4)", "sphinx_rtd_theme (<0.5.0)", "sphinx-gallery", "pillow", "matplotlib", "scikit-learn"]
-example = ["catboost", "chainer", "lightgbm", "mlflow", "mpi4py", "mxnet", "nbval", "scikit-image", "scikit-learn (>=0.19.0,<0.23.0)", "xgboost", "keras", "tensorflow (>=2.0.0)", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=0.8.1)", "thop", "skorch", "stable-baselines3 (>=0.7.0)", "catalyst", "torch (1.6.0+cpu)", "torchvision (0.7.0+cpu)", "allennlp (1.0.0)", "fastai (<2)", "dask", "dask-ml"]
-experimental = ["redis"]
-integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "xgboost", "keras", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=0.8.1)", "skorch", "catalyst", "torch (1.6.0+cpu)", "torchvision (0.7.0+cpu)", "allennlp (1.0.0)", "fastai (<2)"]
-optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "redis", "scikit-learn (>=0.19.0,<0.23.0)"]
-testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "xgboost", "keras", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=0.8.1)", "skorch", "catalyst", "torch (1.6.0+cpu)", "torchvision (0.7.0+cpu)", "allennlp (1.0.0)", "fastai (<2)"]
-tests = ["fakeredis", "pytest"]
+version = "1.19.5"
 
 [[package]]
 category = "main"
@@ -1017,11 +886,10 @@ description = "Core utilities for Python packages"
 name = "packaging"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "20.4"
+version = "20.8"
 
 [package.dependencies]
 pyparsing = ">=2.0.2"
-six = "*"
 
 [[package]]
 category = "dev"
@@ -1036,27 +904,20 @@ category = "dev"
 description = "A Python Parser"
 name = "parso"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.7.1"
+python-versions = ">=3.6"
+version = "0.8.1"
 
 [package.extras]
-testing = ["docopt", "pytest (>=3.0.7)"]
+qa = ["flake8 (3.8.3)", "mypy (0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
-category = "dev"
+category = "main"
 description = "Utility library for gitignore style pattern matching of file paths."
 name = "pathspec"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.8.0"
-
-[[package]]
-category = "main"
-description = "Python Build Reasonableness"
-name = "pbr"
-optional = false
-python-versions = ">=2.6"
-version = "5.5.1"
+version = "0.8.1"
 
 [[package]]
 category = "dev"
@@ -1108,7 +969,7 @@ description = "A framework for managing and maintaining multi-language pre-commi
 name = "pre-commit"
 optional = false
 python-versions = ">=3.6.1"
-version = "2.7.1"
+version = "2.9.3"
 
 [package.dependencies]
 cfgv = ">=2.0.0"
@@ -1128,27 +989,19 @@ description = "Cython hash table that trusts the keys are pre-hashed"
 name = "preshed"
 optional = false
 python-versions = "*"
-version = "3.0.2"
+version = "3.0.5"
 
 [package.dependencies]
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=0.28.0,<1.1.0"
 
-[[package]]
-category = "main"
-description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format."
-name = "prettytable"
-optional = false
-python-versions = "*"
-version = "0.7.2"
-
 [[package]]
 category = "dev"
 description = "Python client for the Prometheus monitoring system."
 name = "prometheus-client"
 optional = false
 python-versions = "*"
-version = "0.8.0"
+version = "0.9.0"
 
 [package.extras]
 twisted = ["twisted"]
@@ -1159,7 +1012,7 @@ description = "Library for building powerful interactive command lines in Python
 name = "prompt-toolkit"
 optional = false
 python-versions = ">=3.6.1"
-version = "3.0.8"
+version = "3.0.10"
 
 [package.dependencies]
 wcwidth = "*"
@@ -1170,10 +1023,9 @@ description = "Protocol Buffers"
 name = "protobuf"
 optional = false
 python-versions = "*"
-version = "3.13.0"
+version = "3.14.0"
 
 [package.dependencies]
-setuptools = "*"
 six = ">=1.9"
 
 [[package]]
@@ -1183,7 +1035,7 @@ marker = "sys_platform != \"win32\" or os_name != \"nt\""
 name = "ptyprocess"
 optional = false
 python-versions = "*"
-version = "0.6.0"
+version = "0.7.0"
 
 [[package]]
 category = "main"
@@ -1191,7 +1043,7 @@ description = "library with cross-python path, ini-parsing, io, code, log facili
 name = "py"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.9.0"
+version = "1.10.0"
 
 [[package]]
 category = "dev"
@@ -1223,19 +1075,7 @@ description = "Pygments is a syntax highlighting package written in Python."
 name = "pygments"
 optional = false
 python-versions = ">=3.5"
-version = "2.7.2"
-
-[[package]]
-category = "main"
-description = "Pure Python MySQL Driver"
-name = "pymysql"
-optional = false
-python-versions = "*"
-version = "0.10.1"
-
-[package.extras]
-ed25519 = ["PyNaCl (>=1.4.0)"]
-rsa = ["cryptography"]
+version = "2.7.3"
 
 [[package]]
 category = "main"
@@ -1245,23 +1085,6 @@ optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 version = "2.4.7"
 
-[[package]]
-category = "main"
-description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
-name = "pyperclip"
-optional = false
-python-versions = "*"
-version = "1.8.1"
-
-[[package]]
-category = "main"
-description = "A python implmementation of GNU readline."
-marker = "sys_platform == \"win32\""
-name = "pyreadline"
-optional = false
-python-versions = "*"
-version = "2.1"
-
 [[package]]
 category = "dev"
 description = "Persistent/Functional/Immutable data structures"
@@ -1307,21 +1130,13 @@ version = "2.8.1"
 [package.dependencies]
 six = ">=1.5"
 
-[[package]]
-category = "main"
-description = "Programmatically open an editor, capture the result."
-name = "python-editor"
-optional = false
-python-versions = "*"
-version = "1.0.4"
-
 [[package]]
 category = "dev"
 description = "World timezone definitions, modern and historical"
 name = "pytz"
 optional = false
 python-versions = "*"
-version = "2020.4"
+version = "2020.5"
 
 [[package]]
 category = "dev"
@@ -1330,7 +1145,7 @@ marker = "sys_platform == \"win32\""
 name = "pywin32"
 optional = false
 python-versions = "*"
-version = "228"
+version = "300"
 
 [[package]]
 category = "dev"
@@ -1342,7 +1157,7 @@ python-versions = "*"
 version = "0.5.7"
 
 [[package]]
-category = "main"
+category = "dev"
 description = "YAML parser and emitter for Python"
 name = "pyyaml"
 optional = false
@@ -1354,8 +1169,12 @@ category = "dev"
 description = "Python bindings for 0MQ"
 name = "pyzmq"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
-version = "19.0.2"
+python-versions = ">=3.5"
+version = "20.0.0"
+
+[package.dependencies]
+cffi = "*"
+py = "*"
 
 [[package]]
 category = "main"
@@ -1363,7 +1182,7 @@ description = "Alternative regular expression module, to replace re."
 name = "regex"
 optional = false
 python-versions = "*"
-version = "2020.7.14"
+version = "2020.11.13"
 
 [[package]]
 category = "main"
@@ -1371,13 +1190,13 @@ description = "Python HTTP for Humans."
 name = "requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.24.0"
+version = "2.25.1"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<4"
+chardet = ">=3.0.2,<5"
 idna = ">=2.5,<3"
-urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
+urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
 security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
@@ -1415,7 +1234,7 @@ description = "A set of python modules for machine learning and data mining"
 name = "scikit-learn"
 optional = false
 python-versions = ">=3.6"
-version = "0.23.2"
+version = "0.24.0"
 
 [package.dependencies]
 joblib = ">=0.11"
@@ -1424,18 +1243,21 @@ scipy = ">=0.19.1"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-alldeps = ["numpy (>=1.13.3)", "scipy (>=0.19.1)"]
+benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
+examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
+tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
 
 [[package]]
 category = "main"
 description = "SciPy: Scientific Library for Python"
 name = "scipy"
 optional = false
-python-versions = ">=3.6"
-version = "1.5.2"
+python-versions = ">=3.7"
+version = "1.6.0"
 
 [package.dependencies]
-numpy = ">=1.14.5"
+numpy = ">=1.16.5"
 
 [[package]]
 category = "dev"
@@ -1451,7 +1273,7 @@ description = "SentencePiece python wrapper"
 name = "sentencepiece"
 optional = false
 python-versions = "*"
-version = "0.1.91"
+version = "0.1.94"
 
 [[package]]
 category = "main"
@@ -1459,15 +1281,11 @@ description = "Testing framework for sequence labeling"
 name = "seqeval"
 optional = false
 python-versions = "*"
-version = "0.0.18"
+version = "1.2.2"
 
 [package.dependencies]
-Keras = ">=2.2.4"
 numpy = ">=1.14.0"
-
-[package.extras]
-cpu = ["tensorflow (>=1.13.1)"]
-gpu = ["tensorflow-gpu"]
+scikit-learn = ">=0.21.3"
 
 [[package]]
 category = "main"
@@ -1482,20 +1300,17 @@ category = "main"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 name = "smart-open"
 optional = false
-python-versions = ">=3.5.*"
-version = "2.1.1"
-
-[package.dependencies]
-boto = "*"
-boto3 = "*"
-requests = "*"
+python-versions = ">=3.6.*"
+version = "4.1.0"
 
 [package.extras]
-all = ["requests", "boto", "boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core"]
-aws = ["boto", "boto3"]
+all = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests"]
 azure = ["azure-storage-blob", "azure-common", "azure-core"]
 gcp = ["google-cloud-storage"]
-test = ["mock", "moto", "pathlib2", "responses", "boto3", "google-compute-engine (2.8.12)", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
+http = ["requests"]
+s3 = ["boto3"]
+test = ["boto3", "google-cloud-storage", "azure-storage-blob", "azure-common", "azure-core", "requests", "mock", "moto (1.3.14)", "pathlib2", "responses", "boto3", "paramiko", "parameterizedtestcase", "pytest", "pytest-rerunfailures"]
+webhdfs = ["requests"]
 
 [[package]]
 category = "dev"
@@ -1511,10 +1326,10 @@ description = "Industrial-strength Natural Language Processing (NLP) in Python"
 name = "spacy"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-version = "2.3.2"
+version = "2.3.5"
 
 [package.dependencies]
-blis = ">=0.4.0,<0.5.0"
+blis = ">=0.4.0,<0.8.0"
 catalogue = ">=0.0.7,<1.1.0"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=0.28.0,<1.1.0"
@@ -1524,19 +1339,21 @@ preshed = ">=3.0.2,<3.1.0"
 requests = ">=2.13.0,<3.0.0"
 setuptools = "*"
 srsly = ">=1.0.2,<1.1.0"
-thinc = "7.4.1"
+thinc = ">=7.4.1,<7.5.0"
 tqdm = ">=4.38.0,<5.0.0"
 wasabi = ">=0.4.0,<1.1.0"
 
 [package.extras]
-cuda = ["cupy (>=5.0.0b4,<9.0.0)"]
-cuda100 = ["cupy-cuda100 (>=5.0.0b4,<9.0.0)"]
-cuda101 = ["cupy-cuda101 (>=5.0.0b4,<9.0.0)"]
-cuda102 = ["cupy-cuda102 (>=5.0.0b4,<9.0.0)"]
-cuda80 = ["cupy-cuda80 (>=5.0.0b4,<9.0.0)"]
-cuda90 = ["cupy-cuda90 (>=5.0.0b4,<9.0.0)"]
-cuda91 = ["cupy-cuda91 (>=5.0.0b4,<9.0.0)"]
-cuda92 = ["cupy-cuda92 (>=5.0.0b4,<9.0.0)"]
+cuda = ["cupy (>=5.0.0b4)"]
+cuda100 = ["cupy-cuda100 (>=5.0.0b4)"]
+cuda101 = ["cupy-cuda101 (>=5.0.0b4)"]
+cuda102 = ["cupy-cuda102 (>=5.0.0b4)"]
+cuda110 = ["cupy-cuda110 (>=5.0.0b4)"]
+cuda111 = ["cupy-cuda111 (>=5.0.0b4)"]
+cuda80 = ["cupy-cuda80 (>=5.0.0b4)"]
+cuda90 = ["cupy-cuda90 (>=5.0.0b4)"]
+cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
+cuda92 = ["cupy-cuda92 (>=5.0.0b4)"]
 ja = ["sudachipy (>=0.4.5)", "sudachidict-core (>=20200330)"]
 ko = ["natto-py (0.9.0)"]
 lookups = ["spacy-lookups-data (>=0.3.2,<0.4.0)"]
@@ -1548,7 +1365,7 @@ description = "Python documentation generator"
 name = "sphinx"
 optional = false
 python-versions = ">=3.5"
-version = "3.3.0"
+version = "3.4.3"
 
 [package.dependencies]
 Jinja2 = ">=2.3"
@@ -1571,8 +1388,8 @@ sphinxcontrib-serializinghtml = "*"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "flake8-import-order", "mypy (>=0.790)", "docutils-stubs"]
-test = ["pytest", "pytest-cov", "html5lib", "typed-ast", "cython"]
+lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.790)", "docutils-stubs"]
+test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
 
 [[package]]
 category = "dev"
@@ -1580,7 +1397,7 @@ description = "Read the Docs theme for Sphinx"
 name = "sphinx-rtd-theme"
 optional = false
 python-versions = "*"
-version = "0.5.0"
+version = "0.5.1"
 
 [package.dependencies]
 sphinx = "*"
@@ -1659,48 +1476,13 @@ version = "1.1.4"
 lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
 
-[[package]]
-category = "main"
-description = "Database Abstraction Library"
-name = "sqlalchemy"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.3.20"
-
-[package.extras]
-mssql = ["pyodbc"]
-mssql_pymssql = ["pymssql"]
-mssql_pyodbc = ["pyodbc"]
-mysql = ["mysqlclient"]
-oracle = ["cx-oracle"]
-postgresql = ["psycopg2"]
-postgresql_pg8000 = ["pg8000"]
-postgresql_psycopg2binary = ["psycopg2-binary"]
-postgresql_psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql"]
-
 [[package]]
 category = "main"
 description = "Modern high-performance serialization utilities for Python"
 name = "srsly"
 optional = false
 python-versions = "*"
-version = "1.0.2"
-
-[[package]]
-category = "main"
-description = "Manage dynamic plugins for Python applications"
-name = "stevedore"
-optional = false
-python-versions = ">=3.6"
-version = "3.2.2"
-
-[package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
-
-[package.dependencies.importlib-metadata]
-python = "<3.8"
-version = ">=1.7.0"
+version = "1.0.5"
 
 [[package]]
 category = "main"
@@ -1721,7 +1503,7 @@ description = "Tornado websocket backend for the Xterm.js Javascript terminal em
 name = "terminado"
 optional = false
 python-versions = ">=3.6"
-version = "0.9.1"
+version = "0.9.2"
 
 [package.dependencies]
 ptyprocess = "*"
@@ -1745,14 +1527,14 @@ description = "Practical Machine Learning for NLP"
 name = "thinc"
 optional = false
 python-versions = "*"
-version = "7.4.1"
+version = "7.4.5"
 
 [package.dependencies]
-blis = ">=0.4.0,<0.5.0"
+blis = ">=0.4.0,<0.8.0"
 catalogue = ">=0.0.7,<1.1.0"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=0.28.0,<1.1.0"
-numpy = ">=1.7.0"
+numpy = ">=1.15.0"
 plac = ">=0.9.6,<1.2.0"
 preshed = ">=1.0.1,<3.1.0"
 srsly = ">=0.0.6,<1.1.0"
@@ -1763,6 +1545,9 @@ wasabi = ">=0.0.9,<1.1.0"
 cuda = ["cupy (>=5.0.0b4)"]
 cuda100 = ["cupy-cuda100 (>=5.0.0b4)"]
 cuda101 = ["cupy-cuda101 (>=5.0.0b4)"]
+cuda102 = ["cupy-cuda102 (>=5.0.0b4)"]
+cuda110 = ["cupy-cuda110 (>=5.0.0b4)"]
+cuda111 = ["cupy-cuda111 (>=5.0.0b4)"]
 cuda80 = ["cupy-cuda80 (>=5.0.0b4)"]
 cuda90 = ["cupy-cuda90 (>=5.0.0b4)"]
 cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
@@ -1782,30 +1567,30 @@ description = "Fast and Customizable Tokenizers"
 name = "tokenizers"
 optional = false
 python-versions = "*"
-version = "0.8.1rc1"
+version = "0.9.4"
 
 [package.extras]
 testing = ["pytest"]
 
 [[package]]
-category = "dev"
+category = "main"
 description = "Python Library for Tom's Obvious, Minimal Language"
 name = "toml"
 optional = false
-python-versions = "*"
-version = "0.10.1"
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+version = "0.10.2"
 
 [[package]]
 category = "main"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 name = "torch"
 optional = false
-python-versions = ">=3.6.1"
-version = "1.6.0"
+python-versions = ">=3.6.2"
+version = "1.7.1"
 
 [package.dependencies]
-future = "*"
 numpy = "*"
+typing-extensions = "*"
 
 [[package]]
 category = "dev"
@@ -1813,18 +1598,19 @@ description = "Tornado is a Python web framework and asynchronous networking lib
 name = "tornado"
 optional = false
 python-versions = ">= 3.5"
-version = "6.0.4"
+version = "6.1"
 
 [[package]]
 category = "main"
 description = "Fast, Extensible Progress Meter"
 name = "tqdm"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*"
-version = "4.49.0"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+version = "4.55.1"
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "argopt", "pydoc-markdown"]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+telegram = ["requests"]
 
 [[package]]
 category = "dev"
@@ -1846,7 +1632,7 @@ description = "State-of-the-art Natural Language Processing for TensorFlow 2.0 a
 name = "transformers"
 optional = false
 python-versions = ">=3.6.0"
-version = "3.0.2"
+version = "4.0.1"
 
 [package.dependencies]
 filelock = "*"
@@ -1855,33 +1641,38 @@ packaging = "*"
 regex = "!=2019.12.17"
 requests = "*"
 sacremoses = "*"
-sentencepiece = "!=0.1.92"
-tokenizers = "0.8.1.rc1"
+tokenizers = "0.9.4"
 tqdm = ">=4.27"
 
 [package.extras]
-all = ["pydantic", "uvicorn", "fastapi", "starlette", "tensorflow", "torch"]
-dev = ["pytest", "pytest-xdist", "timeout-decorator", "psutil", "black", "isort", "flake8", "mecab-python3 (<1)", "scikit-learn", "tensorflow", "torch"]
-docs = ["recommonmark", "sphinx", "sphinx-markdown-tables", "sphinx-rtd-theme (0.4.3)", "sphinx-copybutton"]
-mecab = ["mecab-python3 (<1)"]
-quality = ["black", "isort", "flake8"]
+all = ["tensorflow (>=2.0)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jaxlib (0.1.55)", "jax (>=0.2.0)", "flax (0.2.2)", "sentencepiece (0.1.91)", "protobuf", "tokenizers (0.9.4)"]
+dev = ["tensorflow (>=2.0)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jaxlib (0.1.55)", "jax (>=0.2.0)", "flax (0.2.2)", "sentencepiece (0.1.91)", "protobuf", "tokenizers (0.9.4)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "faiss-cpu", "datasets", "cookiecutter (1.7.2)", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "recommonmark", "sphinx (3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (0.4.3)", "sphinx-copybutton", "scikit-learn"]
+docs = ["recommonmark", "sphinx (3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (0.4.3)", "sphinx-copybutton"]
+flax = ["jaxlib (0.1.55)", "jax (>=0.2.0)", "flax (0.2.2)"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)"]
+modelcreation = ["cookiecutter (1.7.2)"]
+onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+retrieval = ["faiss-cpu", "datasets"]
+sentencepiece = ["sentencepiece (0.1.91)", "protobuf"]
 serving = ["pydantic", "uvicorn", "fastapi", "starlette"]
 sklearn = ["scikit-learn"]
-testing = ["pytest", "pytest-xdist", "timeout-decorator", "psutil"]
-tf = ["tensorflow", "onnxconverter-common", "keras2onnx"]
-tf-cpu = ["tensorflow-cpu", "onnxconverter-common", "keras2onnx"]
-torch = ["torch"]
+testing = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "faiss-cpu", "datasets", "cookiecutter (1.7.2)"]
+tf = ["tensorflow (>=2.0)", "onnxconverter-common", "keras2onnx"]
+tf-cpu = ["tensorflow-cpu (>=2.0)", "onnxconverter-common", "keras2onnx"]
+tokenizers = ["tokenizers (0.9.4)"]
+torch = ["torch (>=1.0)"]
 
 [[package]]
-category = "dev"
+category = "main"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 name = "typed-ast"
 optional = false
 python-versions = "*"
-version = "1.4.1"
+version = "1.4.2"
 
 [[package]]
-category = "dev"
+category = "main"
 description = "Backported and Experimental Type Hints for Python 3.5+"
 name = "typing-extensions"
 optional = false
@@ -1894,11 +1685,11 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 name = "urllib3"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
-version = "1.25.10"
+version = "1.26.2"
 
 [package.extras]
 brotli = ["brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)", "ipaddress"]
+secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
 
 [[package]]
@@ -1907,7 +1698,7 @@ description = "Virtual Python Environment builder"
 name = "virtualenv"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-version = "20.1.0"
+version = "20.2.2"
 
 [package.dependencies]
 appdirs = ">=1.4.3,<2"
@@ -1917,7 +1708,7 @@ six = ">=1.9.0,<2"
 
 [package.dependencies.importlib-metadata]
 python = "<3.8"
-version = ">=0.12,<3"
+version = ">=0.12"
 
 [package.extras]
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=19.9.0rc1)"]
@@ -1950,17 +1741,18 @@ version = "0.5.1"
 [[package]]
 category = "main"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+marker = "python_version < \"3.8\""
 name = "zipp"
 optional = false
 python-versions = ">=3.6"
-version = "3.1.0"
+version = "3.4.0"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["jaraco.itertools", "func-timeout"]
+testing = ["pytest (>=3.5,<3.7.3 || >3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [metadata]
-content-hash = "92c224cb6afff777d7e3c5a4b33280d2fc9e71f6693b44182792a69132130645"
+content-hash = "fb59807273e05fb2a4205742450a82697b6ac363b01ac70a592bc11a708fc9bc"
 lock-version = "1.0"
 python-versions = "^3.7"
 
@@ -1969,21 +1761,17 @@ alabaster = [
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-]
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+    {file = "allennlp-1.3.0-py3-none-any.whl", hash = "sha256:d24f43b07ac68fcf0b76ecc0a0239144a132a383a1f45a7aa2fa91159eb0d5a2"},
+    {file = "allennlp-1.3.0.tar.gz", hash = "sha256:72c35c6996d3981335c10686bc2ff25e0f5b6b60617ab1dd26d5bcf74877137e"},
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@@ -2002,6 +1790,8 @@ argon2-cffi = [
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@@ -2012,12 +1802,12 @@ atomicwrites = [
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+    {file = "attrs-20.3.0.tar.gz", hash = "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"},
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+    {file = "Babel-2.9.0-py2.py3-none-any.whl", hash = "sha256:9d35c22fcc79893c3ecc85ac4a56cde1ecf3f19c540bba0922308a6c06ca6fa5"},
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@@ -2031,126 +1821,108 @@ bleach = [
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diff --git a/pyproject.toml b/pyproject.toml
index b8f605d..6f4a689 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,14 +15,13 @@ classifiers = [
 [tool.poetry.dependencies]
 python = "^3.7"
 click = "^7.1.2"
-torch = "^1.6.0"
-jsonnet = "^0.16.0"
+torch = "^1.7.1"
+jsonnet = "^0.17.0"
 gensim = "^3.8.3"
-numpy = "^1.19.2"
-allennlp = "^1.1.0"
-seqeval = "^0.0.18"
-optuna = "^2.3.0"
-pymysql = "^0.10.1"
+numpy = "^1.19.5"
+allennlp = "^1.3.0"
+seqeval = "^1.2.2"
+black = "^20.8b1"
 
 [tool.poetry.dev-dependencies]
 pytest = "^5.2"