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GitHub / stevenrouk / evolution-of-machine-learning
Using natural language processing techniques such as topic modeling to analyze the evolution of machine learning as a field, using ArXiv research paper descriptions as the dataset.
Stars: 1
Forks: 1
Open Issues: 11
License: None
Language: Jupyter Notebook
Repo Size: 11.7 MB
Dependencies:
261
Created: over 4 years ago
Updated: 8 months ago
Last pushed: about 1 year ago
Last synced: about 1 month ago
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Dependencies
environment.yml
conda
- appdirs 1.4.3
- appnope 0.1.0
- asn1crypto 1.0.1
- astroid 2.3.1
- attrs 19.2.0
- backcall 0.1.0
- beautifulsoup4 4.8.0
- black 19.3b0
- blas 1.0
- bleach 3.1.0
- bokeh 1.3.4
- boto 2.49.0
- boto3 1.9.234
- botocore 1.12.234
- bz2file 0.98
- ca-certificates 2019.10.16
- certifi 2019.9.11
- cffi 1.12.3
- chardet 3.0.4
- click 7.0
- cryptography 2.7
- cycler 0.10.0
- dbus 1.13.6
- decorator 4.4.0
- defusedxml 0.6.0
- docutils 0.15.2
- entrypoints 0.3
- expat 2.2.6
- flake8 3.7.8
- flask 1.1.1
- flask-wtf 0.14.2
- freetype 2.9.1
- gensim 3.8.0
- gettext 0.19.8.1
- glib 2.56.2
- icu 58.2
- idna 2.8
- imbalanced-learn 0.5.0
- intel-openmp 2019.4
- ipykernel 5.1.2
- ipython 7.8.0
- ipython_genutils 0.2.0
- ipywidgets 7.5.1
- isort 4.3.21
- itsdangerous 1.1.0
- jedi 0.15.1
- jinja2 2.10.3
- jmespath 0.9.4
- joblib 0.13.2
- jpeg 9b
- jsonschema 3.0.2
- jupyter 1.0.0
- jupyter_client 5.3.3
- jupyter_console 6.0.0
- jupyter_core 4.5.0
- kiwisolver 1.1.0
- krb5 1.16.1
- lazy-object-proxy 1.4.2
- libcxx 4.0.1
- libcxxabi 4.0.1
- libedit 3.1.20181209
- libffi 3.2.1
- libgfortran 3.0.1
- libiconv 1.15
- libpng 1.6.37
- libpq 11.2
- libsodium 1.0.16
- libtiff 4.0.10
- libxml2 2.9.9
- libxslt 1.1.33
- llvm-openmp 4.0.1
- lxml 4.4.1
- markupsafe 1.1.1
- matplotlib 3.1.1
- mccabe 0.6.1
- mistune 0.8.4
- mkl 2019.4
- mkl-service 2.3.0
- mkl_fft 1.0.14
- mkl_random 1.1.0
- nbconvert 5.6.0
- nbformat 4.4.0
- ncurses 6.1
- nltk 3.4.5
- notebook 6.0.1
- numpy 1.17.2
- numpy-base 1.17.2
- olefile 0.46
- openssl 1.1.1d
- packaging 19.2
- pandas 0.25.1
- pandoc 2.2.3.2
- pandocfilters 1.4.2
- parso 0.5.1
- pathlib 1.0.1
- pcre 8.43
- pexpect 4.7.0
- phantomjs 2.1.1
- pickleshare 0.7.5
- pillow 6.2.0
- pip 19.2.3
- prometheus_client 0.7.1
- prompt_toolkit 2.0.10
- psycopg2 2.8.3
- ptyprocess 0.6.0
- pycodestyle 2.5.0
- pycparser 2.19
- pyflakes 2.1.1
- pygments 2.4.2
- pylint 2.4.2
- pyopenssl 19.0.0
- pyparsing 2.4.2
- pyqt 5.9.2
- pyrsistent 0.15.4
- pysocks 1.7.1
- python 3.7.4
- python-dateutil 2.8.0
- pytz 2019.3
- pyyaml 5.1.2
- pyzmq 18.1.0
- qt 5.9.7
- qtconsole 4.5.5
- readline 7.0
- requests 2.22.0
- s3transfer 0.2.1
- scikit-learn 0.21.3
- scipy 1.3.1
- selenium 3.141.0
- send2trash 1.5.0
- setuptools 41.4.0
- sip 4.19.8
- six 1.12.0
- smart_open 1.8.4
- soupsieve 1.9.3
- sqlite 3.30.0
- terminado 0.8.2
- testpath 0.4.2
- tk 8.6.8
- toml 0.10.0
- tornado 6.0.3
- tqdm 4.36.1
- traitlets 4.3.3
- urllib3 1.24.2
- wcwidth 0.1.7
- webencodings 0.5.1
- werkzeug 0.16.0
- wheel 0.33.6
- widgetsnbextension 3.5.1
- wrapt 1.11.2
- wtforms 2.2.1
- xz 5.2.4
- yaml 0.1.7
- zeromq 4.3.1
- zlib 1.2.11
- zstd 1.3.7
requirements.txt
pypi
- Click ==7.0
- Flask ==1.1.1
- Flask-WTF ==0.14.2
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- Pillow ==9.0.0
- PySocks ==1.7.1
- PyYAML ==5.4
- Pygments ==2.7.4
- Send2Trash ==1.5.0
- WTForms ==2.2.1
- Werkzeug ==0.16.0
- appnope ==0.1.0
- asn1crypto ==1.0.1
- astroid ==2.3.1
- attrs ==19.2.0
- backcall ==0.1.0
- beautifulsoup4 ==4.8.0
- bleach ==3.3.0
- bokeh ==1.3.4
- boto ==2.49.0
- boto3 ==1.9.234
- botocore ==1.12.234
- bz2file ==0.98
- certifi ==2019.9.11
- cffi ==1.12.3
- chardet ==3.0.4
- cryptography ==3.3.2
- cycler ==0.10.0
- decorator ==4.4.0
- defusedxml ==0.6.0
- docutils ==0.15.2
- entrypoints ==0.3
- flake8 ==3.7.8
- gensim ==3.8.0
- idna ==2.8
- imbalanced-learn ==0.5.0
- ipykernel ==5.1.2
- ipython ==7.8.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- isort ==4.3.21
- itsdangerous ==1.1.0
- jedi ==0.15.1
- jmespath ==0.9.4
- joblib ==0.13.2
- jsonschema ==3.0.2
- jupyter ==1.0.0
- jupyter-client ==5.3.3
- jupyter-console ==6.0.0
- jupyter-core ==4.5.0
- kiwisolver ==1.1.0
- lazy-object-proxy ==1.4.2
- lxml ==4.6.5
- matplotlib ==3.1.1
- mccabe ==0.6.1
- mistune ==0.8.4
- mkl-fft ==1.0.14
- mkl-random ==1.1.0
- mkl-service ==2.3.0
- nbconvert ==5.6.0
- nbformat ==4.4.0
- nltk ==3.6.6
- notebook ==6.4.1
- numpy ==1.21.0
- olefile ==0.46
- packaging ==19.2
- pandas ==0.25.1
- pandocfilters ==1.4.2
- parso ==0.5.1
- pathlib ==1.0.1
- pexpect ==4.7.0
- pickleshare ==0.7.5
- prometheus-client ==0.7.1
- prompt-toolkit ==2.0.10
- psycopg2 ==2.8.3
- ptyprocess ==0.6.0
- pyOpenSSL ==19.0.0
- pycodestyle ==2.5.0
- pycparser ==2.19
- pyflakes ==2.1.1
- pylint ==2.4.2
- pyparsing ==2.4.2
- pyrsistent ==0.15.4
- python-dateutil ==2.8.0
- pytz ==2019.3
- pyzmq ==18.1.0
- qtconsole ==4.5.5
- requests ==2.22.0
- s3transfer ==0.2.1
- scikit-learn ==0.21.3
- scipy ==1.3.1
- selenium ==3.141.0
- six ==1.12.0
- smart-open ==1.8.4
- soupsieve ==1.9.3
- terminado ==0.8.2
- testpath ==0.4.2
- tornado ==6.0.3
- tqdm ==4.36.1
- traitlets ==4.3.3
- urllib3 ==1.26.5
- wcwidth ==0.1.7
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- wrapt ==1.11.2