面向学习能力的学生群体画像建模方法研究毕业设计Python机器学习数据分析源代码

absl-py==0.9.0 ago==0.0.93 aiml==0.9.2 akshare==1.4.92 alabaster==0.7.12 appdirs==1.4.4 appnope==0.1.0 argh==0.26.2 asgiref==3.2.3 astor==0.8.0 astroid==2.4.0 attrs==21.4.0 Automat==0.8.0 autopep8==1.5.2 awscli==1.18.46 Babel==2.8.0 backcall==0.1.0 baostock==0.8.8 bcrypt==3.2.0 beautifulsoup4==4.10.0 bert==2.2.0 bert4keras==0.7.0 bleach==3.1.0 blinker==1.4 blis==0.4.1 bokeh==1.4.0 borax==3.0.0 boto==2.49.0 boto3==1.10.12 botocore==1.13.50 branca==0.5.0 bs4==0.0.1 cached-property==1.5.2 cachetools==3.1.1 catalogue==1.0.0 catboost==0.22 cattrs==1.10.0 certifi==2019.9.11 cffi==1.13.2 chardet==3.0.4 Click==7.0 cmake==3.16.3 cobble==0.1.3 colorama==0.4.3 compress-pickle==1.0.1 configparser==5.0.0 constantly==15.1.0 crypto==1.4.1 cryptography==2.8 cssselect==1.1.0 cycler==0.10.0 cymem==2.0.3 datedelta==1.3 decorator==5.1.1 defusedxml==0.6.0 Django==3.0.4 django-cors-headers==3.2.1 django-echarts==0.3.6 django-haystack==2.8.1 docker==4.4.1 docutils==0.15.2 docx==0.2.4 dotmap==1.3.13 elasticsearch==7.1.0 elasticsearch-dsl==7.1.0 emoji==0.5.4 en-core-web-sm==2.2.5 english==2020.7.0 entrypoints==0.3 erlastic==2.0.0 et-xmlfile==1.1.0 fake-useragent==0.1.11 fasttext==0.9.1 feedfinder2==0.0.4 feedparser==5.2.1 filelock==3.0.12 Flask==1.1.1 Flask-BabelEx==0.9.3 Flask-Cors==3.0.8 Flask-Login==0.4.1 Flask-Mail==0.9.1 flask-paginate==0.5.5 Flask-Principal==0.4.0 Flask-Security==3.0.0 Flask-SocketIO==4.3.0 Flask-SQLAlchemy==2.4.1 Flask-WTF==0.14.2 folium==0.12.1.post1 fonttools==4.33.3 funcsigs==1.0.2 future==0.18.2 gast==0.2.2 gensim==4.0.0 geographiclib==1.50 geopy==1.21.0 gevent==20.5.0 google-auth==1.7.0 google-auth-oauthlib==0.4.1 google-pasta==0.1.8 grapheme==0.5.0 graphviz==0.13.2 greenlet==0.4.15 grpcio==1.25.0 h5py==2.10.0 helpdev==0.6.10 hjson==3.0.1 html5lib==1.1 hyperlink==19.0.0 idna==2.8 imagesize==1.2.0 imbalanced-learn==0.8.0 imblearn==0.0 importlib-metadata==0.23 incremental==17.5.0 inflection==0.3.1 install==1.3.3 ipykernel==5.1.3 ipython==7.9.0 ipython-genutils==0.2.0 ipywidgets==7.5.1 isort==4.3.21 itsdangerous==1.1.0 jedi==0.15.1 jieba==0.42.1 jieba3k==0.35.1 Jinja2==2.10.3 jmespath==0.9.4 joblib==0.14.0 JPype1==1.2.1 jsonpath==0.82 jsonpickle==1.4.1 jsonschema==3.1.1 jupyter==1.0.0 jupyter-client==5.3.4 jupyter-console==6.0.0 jupyter-core==4.6.1 jupyter-echarts-pypkg==0.1.5 kaggle==1.5.6 Keras==2.3.1 Keras-Applications==1.0.8 Keras-Preprocessing==1.1.0 kiwisolver==1.1.0 LAC==2.0.5 langdetect==1.0.8 Lasagne==0.1 lazy-object-proxy==1.4.3 liblinear==2.11.2 lightgbm==2.3.1 lightNLP==0.4.1 livereload==2.6.1 lml==0.0.9 Logbook==1.5.3 ltp==4.1.3.post1 lxml==4.4.1 mammoth==1.4.10 Markdown==3.1.1 MarkupSafe==1.1.1 matplotlib==3.5.2 mccabe==0.6.1 minio==6.0.0 mistune==0.8.4 mkl-fft==1.0.15 mkl-random==1.1.0 mkl-service==2.3.0 mlxtend==0.17.2 mock==4.0.2 monotonic==1.5 more-itertools==5.0.0 MulticoreTSNE==0.1 multipledispatch==0.6.0 murmurhash==1.0.2 mysqlclient==1.4.6 Naked==0.1.31 nbconvert==5.6.1 nbformat==4.4.0 neotime==1.7.4 newspaper3k==0.2.8 ngender==0.1.1 nltk==3.4.5 notebook==6.0.1 numpy==1.18.1 oauthlib==3.1.0 objgraph==3.4.1 olefile==0.46 opencv-python==4.4.0.44 openpyxl==3.0.9 opt-einsum==3.1.0 packaging==20.9 paddlepaddle==1.8.4 pandas==1.0.2 pandas-datareader==0.8.1 pandocfilters==1.4.2 pansi==2020.7.3 paramiko==2.7.2 parsedatetime==2.5 parsel==1.5.2 parso==0.5.1 passlib==1.7.2 pathlib==1.0.1 pathtools==0.1.2 patsy==0.5.1 pdfkit==0.6.1 pdfminer.six==20200104 pdfplumber==0.5.21 pexpect==4.7.0 pickleshare==0.7.5 Pillow==7.1.2 plac==1.1.3 plotly==4.6.0 ply==3.11 port-for==0.3.1 preshed==3.0.2 prettytable==0.7.2 prometheus-client==0.7.1 prompt-toolkit==2.0.10 Protego==0.1.16 protobuf==3.11.4 psutil==5.7.0 ptyprocess==0.6.0 py-mini-racer==0.6.0 py2neo==2021.0.0 pyahocorasick==1.4.4 pyasn1==0.4.7 pyasn1-modules==0.2.7 pybind11==2.4.3 pycodestyle==2.6.0 pycorenlp==0.3.0 pycparser==2.19 pycryptodome==3.9.7 PyDispatcher==2.0.5 pyecharts==0.1.9.4 pyecharts-jupyter-installer==0.0.3 PyExecJS==1.5.1 pygal==2.4.0 pygame==2.1.2 Pygments==2.4.2 pygtrie==2.4.2 PyHamcrest==1.9.0 pylint==2.5.0 pymongo==3.10.1 pymusic-dl==3.0.1 PyMySQL==0.9.3 PyNaCl==1.4.0 pyOpenSSL==19.1.0 pyparsing==2.4.6 pypinyin==0.40.0 pyquery==1.4.1 pyrsistent==0.15.4 python-dateutil==2.8.0 python-docx==0.8.10 python-engineio==3.13.0 python-slugify==4.0.0 python-socketio==4.6.0 pytorch-crf==0.7.2 pytorch-pretrained-bert==0.6.1 pytz==2019.3 PyYAML==5.3 pyzmq==18.1.0 QDarkStyle==2.8.1 qtconsole==4.5.5 QtPy==1.9.0 Quandl==3.4.8 QuantLib-Python==1.16.1 queuelib==1.5.0 rarfile==4.0 readability-lxml==0.7.1 recognizers-text==1.0.2a2 recognizers-text-choice==1.0.2a2 recognizers-text-date-time==1.0.2a2 recognizers-text-number==1.0.2a2 recognizers-text-number-with-unit==1.0.2a2 recognizers-text-sequence==1.0.2a2 recognizers-text-suite==1.0.2a2 regex==2019.11.1 requests==2.22.0 requests-cache==0.9.3 requests-file==1.5.1 requests-oauthlib==1.2.0 retrying==1.3.3 revtok==0.0.3 rqalpha==4.1.4 rqrisk==0.0.12 rsa==3.4.2 rstcheck==3.3.1 s3transfer==0.2.1 sacremoses==0.0.35 scikit-learn==0.24.1 scikit-neuralnetwork==0.7 scipy==1.4.1 Scrapy==1.8.0 seaborn==0.10.0 selenium==3.141.0 Send2Trash==1.5.0 sentencepiece==0.1.83 service-identity==18.1.0 shellescape==3.8.1 simplejson==3.17.0 six==1.15.0 sklearn==0.0 smart-open==1.9.0 snowballstemmer==2.0.0 snownlp==0.12.3 some-package==0.1 sortedcontainers==2.2.2 soupsieve==1.9.5 spacy==2.2.4 speaklater==1.3 Sphinx==3.0.3 sphinx-autobuild==0.7.1 sphinxcontrib-applehelp==1.0.2 sphinxcontrib-devhelp==1.0.2 sphinxcontrib-htmlhelp==1.0.3 sphinxcontrib-jsmath==1.0.1 sphinxcontrib-qthelp==1.0.3 sphinxcontrib-serializinghtml==1.1.4 SQLAlchemy==1.3.12 sqlparse==0.3.0 srsly==1.0.2 stanfordcorenlp==3.9.1.1 stanza==1.1.1 statsmodels==0.10.2 suds==1.0.0 synonyms==3.16.0 tabulate==0.8.7 tensorboard==1.15.0 tensorboardX==1.9 tensorflow==1.15.0 tensorflow-estimator==1.15.1 termcolor==1.1.0 terminado==0.8.2 testpath==0.4.2 text-unidecode==1.3 textblob==0.15.3 Theano==1.0.4 thinc==7.4.0 threadpoolctl==2.1.0 tinysegmenter==0.3 tldextract==2.2.2 tokenizers==0.10.1 toml==0.10.0 torch==1.3.1 torchcrf==0.0.1 torchtext==0.5.0 torchvision==0.4.2 tornado==6.0.3 tqdm==4.44.1 traitlets==4.3.3 transformers==4.4.2 tushare==1.2.54 Twisted==19.10.0 typed-ast==1.4.1 typing-extensions==3.7.4.3 unicodecsv==0.14.1 Unipath==1.1 url-normalize==1.4.3 urllib3==1.25.11 uWSGI==2.0.18 w3lib==1.21.0 Wand==0.6.1 warcio==1.7.3 wasabi==0.6.0 watchdog==0.10.2 wcwidth==0.1.7 webencodings==0.5.1 websocket-client==0.57.0 Werkzeug==0.16.1 Whoosh==2.7.4 widgetsnbextension==3.5.1 wordcloud==1.6.0 wordexpansion==1.1 wrapt==1.11.2 WTForms==2.2.1 xcrun==0.4 xgboost==0.90 xlrd==1.2.0 xlutils==2.0.0 xlwt==1.3.0 xmltodict==0.12.0 zipp==0.6.0 zope.interface==4.7.1