cs224n课后作业

介绍

cs224n 2019年课后作业，有部分回答参考了https://codechina.csdn.net/mirrors/Luvata/CS224N-2019?utm_source=csdn_github_accelerator 课程网址：https://web.stanford.edu/class/archive/cs/cs224n/cs224n.1194/

软件架构

软件架构说明 Python 3.7.9 所安装的包说明 absl-py 0.11.0 pypi_0 pypi aiohttp 3.7.4 py37h2bbff1b_1 defaults argon2-cffi 20.1.0 py37h2bbff1b_1 defaults astor 0.8.1 pypi_0 pypi astunparse 1.6.3 pypi_0 pypi async-timeout 3.0.1 py37haa95532_0 defaults async_generator 1.10 py37h28b3542_0 defaults attrs 20.3.0 pyhd3eb1b0_0 defaults autopep8 1.5.6 pypi_0 pypi backcall 0.2.0 pyhd3eb1b0_0 defaults blas 1.0 mkl defaults bleach 3.3.0 pyhd3eb1b0_0 defaults boto3 1.17.9 pypi_0 pypi botocore 1.20.9 pypi_0 pypi bottle 0.12.19 pypi_0 pypi brotlipy 0.7.0 py37h2bbff1b_1003 defaults ca-certificates 2021.5.30 h5b45459_0 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge cachetools 4.2.0 pypi_0 pypi certifi 2021.5.30 py37h03978a9_0 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge cffi 1.14.5 py37hcd4344a_0 defaults chardet 4.0.0 pypi_0 pypi click 8.0.1 pyhd3eb1b0_0 defaults colorama 0.4.4 pyhd3eb1b0_0 defaults common 0.1.2 pypi_0 pypi coverage 5.5 py37h2bbff1b_2 defaults cryptography 3.4.7 py37h71e12ea_0 defaults cudatoolkit 10.2.89 h74a9793_1 defaults cycler 0.10.0 py37_0 defaults cython 0.29.14 pypi_0 pypi data 0.4 pypi_0 pypi decorator 4.4.2 pyhd3eb1b0_0 defaults defusedxml 0.7.1 pyhd3eb1b0_0 defaults display 1.0.0 pypi_0 pypi dual 0.0.10 pypi_0 pypi dynamo3 0.4.10 pypi_0 pypi entrypoints 0.3 py37_0 defaults et-xmlfile 1.1.0 pypi_0 pypi flatbuffers 1.12 pypi_0 pypi flywheel 0.5.4 pypi_0 pypi freetype 2.10.4 hd328e21_0 defaults funcsigs 1.0.2 pypi_0 pypi gast 0.3.3 pypi_0 pypi gensim 3.0.0 pypi_0 pypi google-api-core 1.25.1 pyhd3eb1b0_0 defaults google-auth 1.24.0 pypi_0 pypi google-auth-oauthlib 0.4.2 pypi_0 pypi google-cloud-core 1.7.1 pyhd3eb1b0_0 defaults google-cloud-storage 1.40.0 pyhd3eb1b0_0 defaults google-crc32c 1.1.2 py37h2bbff1b_0 defaults google-pasta 0.2.0 pypi_0 pypi google-resumable-media 1.3.1 pyhd3eb1b0_1 defaults googleapis-common-protos 1.53.0 py37h2eaa2aa_0 defaults grpcio 1.32.0 pypi_0 pypi h5py 2.10.0 pypi_0 pypi icc_rt 2019.0.0 h0cc432a_1 anaconda icu 58.2 ha925a31_3 defaults idna 2.10 pyhd3eb1b0_0 defaults importlib-metadata 3.4.0 pypi_0 pypi importlib_metadata 2.0.0 1 defaults intel-openmp 2020.2 254 defaults ipykernel 5.5.0 pypi_0 pypi ipython 7.21.0 py37hd4e2768_0 defaults ipython_genutils 0.2.0 pyhd3eb1b0_1 defaults ipywidgets 7.6.3 pyhd3deb0d_0 conda-forge jedi 0.18.0 pypi_0 pypi jinja2 2.11.3 pyhd3eb1b0_0 defaults jmespath 0.10.0 py_0 defaults joblib 0.17.0 py_0 anaconda jpeg 9b hb83a4c4_2 defaults jsonschema 3.2.0 py_2 defaults jupyter-client 6.1.12 pypi_0 pypi jupyter_client 6.1.7 py_0 defaults jupyter_contrib_core 0.3.3 py_2 conda-forge jupyter_contrib_nbextensions 0.5.1 pyhd8ed1ab_2 conda-forge jupyter_core 4.7.1 py37haa95532_0 defaults jupyter_highlight_selected_word 0.2.0 py37h03978a9_1002 conda-forge jupyter_latex_envs 1.4.6 pyhd8ed1ab_1002 conda-forge jupyter_nbextensions_configurator 0.4.1 py37h03978a9_2 conda-forge jupyterlab_pygments 0.1.2 py_0 defaults jupyterlab_widgets 1.0.0 pyhd3eb1b0_1 defaults keras-preprocessing 1.1.2 pypi_0 pypi kiwisolver 1.3.0 py37hd77b12b_0 defaults libcrc32c 1.1.1 ha925a31_2 defaults libiconv 1.16 he774522_0 conda-forge libpng 1.6.37 h2a8f88b_0 defaults libprotobuf 3.14.0 h23ce68f_0 defaults libsodium 1.0.18 h62dcd97_0 defaults libtiff 4.1.0 h56a325e_1 defaults libuv 1.40.0 he774522_0 defaults libxml2 2.9.10 hf5bbc77_3 conda-forge libxslt 1.1.33 h65864e5_2 conda-forge lxml 4.6.2 py37hd07aab1_1 conda-forge lz4-c 1.9.3 h2bbff1b_0 defaults m2w64-gcc-libgfortran 5.3.0 6 defaults m2w64-gcc-libs 5.3.0 7 defaults m2w64-gcc-libs-core 5.3.0 7 defaults m2w64-gmp 6.1.0 2 defaults m2w64-libwinpthread-git 5.0.0.4634.697f757 2 defaults markdown 3.3.3 pypi_0 pypi markupsafe 1.1.1 py37hfa6e2cd_1 defaults matplotlib 3.3.2 haa95532_0 defaults matplotlib-base 3.3.2 py37hba9282a_0 defaults mistune 0.8.4 py37hfa6e2cd_1001 defaults mkl 2020.2 256 defaults mkl-service 2.3.0 py37h196d8e1_0 defaults mkl_fft 1.2.0 py37h45dec08_0 defaults mkl_random 1.1.1 py37h47e9c7a_0 defaults msys2-conda-epoch 20160418 1 defaults multidict 5.1.0 py37h2bbff1b_2 defaults nb_conda 2.2.1 py37h03978a9_4 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge nb_conda_kernels 2.3.1 py37h03978a9_0 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge nbclient 0.5.3 pyhd3eb1b0_0 defaults nbconvert 6.0.7 py37_0 defaults nbformat 5.1.2 pyhd3eb1b0_1 defaults nest-asyncio 1.5.1 pyhd3eb1b0_0 defaults networkx 2.5 py_0 defaults ninja 1.10.2 py37h6d14046_0 defaults nltk 3.6.2 pyhd3eb1b0_0 defaults notebook 6.2.0 py37haa95532_0 defaults numpy 1.19.3 pypi_0 pypi numpy-base 1.19.2 py37ha3acd2a_0 defaults oauthlib 3.1.0 pypi_0 pypi olefile 0.46 py37_0 defaults opencv-python 4.5.2.52 pypi_0 pypi openpyxl 3.0.7 pypi_0 pypi openssl 1.1.1k h8ffe710_0 https://mirrors.ustc.edu.cn/anaconda/cloud/conda-forge opt-einsum 3.3.0 pypi_0 pypi packaging 20.9 pyhd3eb1b0_0 defaults paddle 1.0.2 pypi_0 pypi paddlepaddle 2.0.0 pypi_0 pypi pandas 1.2.1 py37hf11a4ad_0 defaults pandoc 2.11 h9490d1a_0 defaults pandocfilters 1.4.3 py37haa95532_1 defaults parso 0.8.1 pyhd3eb1b0_0 defaults peewee 3.14.1 pypi_0 pypi pgl 2.1 pypi_0 pypi pickleshare 0.7.5 pyhd3eb1b0_1003 defaults pillow 8.1.0 py37h4fa10fc_0 defaults pip 20.3.3 py37haa95532_0 https://repo.anaconda.com/pkgs/main prometheus_client 0.9.0 pyhd3eb1b0_0 defaults prompt-toolkit 3.0.17 pypi_0 pypi protobuf 3.14.0 pypi_0 pypi prox 0.0.17 pypi_0 pypi pyasn1 0.4.8 py_0 defaults pyasn1-modules 0.2.8 pypi_0 pypi pycodestyle 2.7.0 pypi_0 pypi pycparser 2.20 py_2 defaults pygments 2.8.1 pyhd3eb1b0_0 defaults pyopenssl 20.0.1 pyhd3eb1b0_1 defaults pyparsing 2.4.7 pyhd3eb1b0_0 defaults pyqt 5.9.2 py37h6538335_2 defaults pyrsistent 0.17.3 py37he774522_0 defaults pysocks 1.7.1 py37_1 defaults python 3.7.9 h60c2a47_0 https://repo.anaconda.com/pkgs/main python-dateutil 2.8.1 py_0 defaults python-geoip-python3 1.3 pypi_0 pypi python-levenshtein 0.12.2 py37h2bbff1b_0 defaults python_abi 3.7 1_cp37m conda-forge pytorch 1.7.1 py3.7_cuda102_cudnn7_0 pytorch pytz 2020.5 pyhd3eb1b0_0 defaults pywin32 300 pypi_0 pypi pywinpty 0.5.7 py37_0 defaults pyyaml 5.4.1 pypi_0 pypi pyzmq 22.0.3 pypi_0 pypi qt 5.9.7 vc14h73c81de_0 defaults regex 2021.7.6 py37h2bbff1b_0 defaults requests 2.25.1 pyhd3eb1b0_0 defaults requests-oauthlib 1.3.0 pypi_0 pypi rsa 4.7 pypi_0 pypi s3transfer 0.3.4 pypi_0 pypi scikit-learn 0.24.1 py37hf11a4ad_0 defaults scipy 1.6.1 py37h14eb087_0 defaults send2trash 1.5.0 pyhd3eb1b0_1 defaults setuptools 51.3.3 py37haa95532_4 https://repo.anaconda.com/pkgs/main sip 4.19.8 py37h6538335_0 defaults six 1.15.0 py37haa95532_0 defaults smart_open 5.1.0 pyhd3eb1b0_0 defaults sqlite 3.33.0 h2a8f88b_0 https://repo.anaconda.com/pkgs/main tensorboard 2.4.1 pypi_0 pypi tensorboard-plugin-wit 1.8.0 pypi_0 pypi tensorflow 2.4.1 pypi_0 pypi tensorflow-estimator 2.4.0 pypi_0 pypi termcolor 1.1.0 pypi_0 pypi terminado 0.9.2 py37haa95532_0 defaults testpath 0.4.4 pyhd3eb1b0_0 defaults threadpoolctl 2.1.0 pyh5ca1d4c_0 anaconda tight 0.1.0 pypi_0 pypi tk 8.6.10 he774522_0 defaults toml 0.10.2 pypi_0 pypi torchaudio 0.7.2 py37 pytorch torchvision 0.8.2 py37_cu102 pytorch tornado 6.1 py37h2bbff1b_0 defaults tqdm 4.56.0 pyhd3eb1b0_0 defaults traitlets 5.0.5 pyhd3eb1b0_0 defaults typing-extensions 3.7.4.3 0 defaults typing_extensions 3.7.4.3 py_0 defaults urllib3 1.26.2 pypi_0 pypi vc 14.2 h21ff451_1 https://repo.anaconda.com/pkgs/main vs2015_runtime 14.27.29016 h5e58377_2 https://repo.anaconda.com/pkgs/main wcwidth 0.2.5 py_0 defaults webencodings 0.5.1 py37_1 defaults werkzeug 1.0.1 pypi_0 pypi wheel 0.36.2 pyhd3eb1b0_0 https://repo.anaconda.com/pkgs/main widgetsnbextension 3.5.1 py37_0 defaults win_inet_pton 1.1.0 py37haa95532_0 defaults wincertstore 0.2 py37_0 https://repo.anaconda.com/pkgs/main winpty 0.4.3 4 defaults wrapt 1.12.1 pypi_0 pypi xlrd 2.0.1 pypi_0 pypi xz 5.2.5 h62dcd97_0 defaults yaml 0.2.5 he774522_0 conda-forge yarl 1.5.1 py37he774522_0 defaults zeromq 4.3.3 ha925a31_3 defaults zipp 3.4.0 pyhd3eb1b0_0 defaults zlib 1.2.11 h62dcd97_4 https://repo.anaconda.com/pkgs/main zstd 1.4.5 h04227a9_0 defaults

使用说明

1. 转载麻烦注明出处

参与贡献

1. Fork 本仓库
2. 新建 Feat_xxx 分支
3. 提交代码
4. 新建 Pull Request

特技

1. 使用 Readme_XXX.md 来支持不同的语言，例如 Readme_en.md, Readme_zh.md
2. Gitee 官方博客 blog.gitee.com
3. 你可以 https://gitee.com/explore 这个地址来了解 Gitee 上的优秀开源项目
4. GVP 全称是 Gitee 最有价值开源项目，是综合评定出的优秀开源项目
5. Gitee 官方提供的使用手册 https://gitee.com/help
6. Gitee 封面人物是一档用来展示 Gitee 会员风采的栏目 https://gitee.com/gitee-stars/