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GitHub / rishusiva / Email_Spam_Classifier_NLP
A Naive Bayes Model is created to classify Emails as Spam and Ham. NLP Techniques are used to preprocess data.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rishusiva%2FEmail_Spam_Classifier_NLP
Stars: 0
Forks: 0
Open Issues: 0
License: mit
Language: Jupyter Notebook
Repo Size: 2.79 MB
Dependencies:
70
Created: over 3 years ago
Updated: 21 days ago
Last pushed: 21 days ago
Last synced: 21 days ago
Topics: machine-learning, natural-language-processing, nltk-python, numpy, pandas, python, scikit-learn
Files
Dependencies
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- Pillow ==8.3.2
- Pygments ==2.7.4
- Send2Trash ==1.5.0
- argon2-cffi ==20.1.0
- async-generator ==1.10
- attrs ==20.3.0
- backcall ==0.2.0
- bleach ==3.3.0
- certifi ==2020.6.20
- cffi ==1.14.3
- colorama ==0.4.4
- cycler ==0.10.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- entrypoints ==0.3
- importlib-metadata ==2.0.0
- ipykernel ==5.3.4
- ipython ==7.19.0
- ipython-genutils ==0.2.0
- jedi ==0.17.2
- joblib ==0.17.0
- jsonschema ==3.2.0
- jupyter-client ==6.1.7
- jupyter-core ==4.6.3
- jupyterlab-pygments ==0.1.2
- kiwisolver ==1.3.1
- matplotlib ==3.3.2
- mistune ==0.8.4
- nbclient ==0.5.1
- nbconvert ==6.0.7
- nbformat ==5.0.8
- nest-asyncio ==1.4.2
- notebook ==6.4.1
- numpy ==1.19.4
- opencv-python ==4.4.0.46
- packaging ==20.4
- pandas ==1.1.4
- pandocfilters ==1.4.3
- parso ==0.7.1
- patsy ==0.5.1
- pickleshare ==0.7.5
- plotly ==4.12.0
- plotly-express ==0.4.1
- prometheus-client ==0.8.0
- prompt-toolkit ==3.0.8
- pycparser ==2.20
- pyparsing ==2.4.7
- pyrsistent ==0.17.3
- python-dateutil ==2.8.1
- pytz ==2020.4
- pywin32 ==301
- pywinpty ==0.5.7
- pyzmq ==19.0.2
- retrying ==1.3.3
- scikit-learn ==0.23.2
- scipy ==1.5.4
- seaborn ==0.11.0
- six ==1.15.0
- sklearn ==0.0
- statsmodels ==0.12.1
- terminado ==0.9.1
- testpath ==0.4.4
- threadpoolctl ==2.1.0
- tornado ==6.1
- traitlets ==5.0.5
- wcwidth ==0.2.5
- webencodings ==0.5.1
- zipp ==3.4.0