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GitHub / arv-anshul / yt-watch-history

Analyse your YouTube watch history using Data Science, ML and NLP.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arv-anshul%2Fyt-watch-history

Stars: 9
Forks: 3
Open Issues: 0

License: mit
Language: Python
Repo Size: 188 KB
Dependencies: 34

Created: 9 months ago
Updated: 12 days ago
Last pushed: 12 days ago
Last synced: 12 days ago

Topics: data-science, docker, docker-compose, fastapi, ml, mlflow, mlops, mongodb, nlp, pydantic, python3, streamlit, youtube-api

Files

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Readme

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Dependencies

backend/requirements-ml.txt pypi

dill ==0.3.7
emoji ==2.9.0
mlflow ==2.9.2
pandas ==2.1.4
polars ==0.20.3
scikit-learn ==1.3.2

backend/Dockerfile docker

python 3.11-slim build

frontend/Dockerfile docker

python 3.11-slim build

backend/requirements.txt pypi

dill ==0.3.7
emoji ==2.9.0
fastapi ==0.108.0
httpx ==0.26.0
mlflow ==2.9.2
motor ==3.3.2
nltk ==3.8.1
numpy ==1.26.3
pandas ==2.1.4
polars ==0.20.3
pydantic ==2.5.3
pymongo ==4.6.1
python-multipart ==0.0.6
scikit-learn ==1.3.2
uvicorn ==0.25.0

frontend/requirements.txt pypi

dill ==0.3.7
emoji ==2.9.0
httpx ==0.26.0
matplotlib ==3.8.2
numpy ==1.26.3
pandas ==2.1.4
plotly ==5.18.0
polars ==0.20.3
seaborn ==0.13.0
streamlit ==1.29.0
wordcloud ==1.9.2

pyproject.toml pypi