This repository includes what I learned from programming language in the past.
𝐃𝐚𝐭𝐚 𝐌𝐚𝐧𝐢𝐩𝐮𝐥𝐚𝐭𝐢𝐨𝐧
- NumPy: https://numpy.org/
- Pandas: https://pandas.pydata.org/
- Polars: https://www.pola.rs/
- Modin: https://modin.readthedocs.io/en/stable/
- Datatable: https://datatable.readthedocs.io/en/latest/
- CuPy: https://cupy.dev/
- Vaex: https://vaex.io/
𝐃𝐚𝐭𝐚 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧
- Plotly: https://plotly.com/
- Seaborn: https://seaborn.pydata.org/
- Matplotlib: https://matplotlib.org/
- Pygal: https://www.pygal.org/en/stable/
- Altair: https://altair-viz.github.io/
- Bokeh: https://bokeh.org/
- Folium: https://python-visualization.github.io/folium/latest/
𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
- SciPy: https://scipy.org/
- PyStan: https://pystan.readthedocs.io/
- Pingouin: https://www.youtube.com/watch?v=jfKfPfyJRdk
- Lifelines: https://lifelines.readthedocs.io/en/latest/
- Statsmodels: https://www.statsmodels.org/stable/index.html
- PyMC3: https://www.pymc.io/
𝐓𝐢𝐦𝐞 𝐒𝐞𝐫𝐢𝐞𝐬 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬
- PyFlux: https://pyflux.readthedocs.io/en/latest/
- Sktime: https://www.sktime.net/en/stable/
- Prophet: https://facebook.github.io/prophet/
- Darts: https://github.com/unit8co/darts
- Tsfresh: https://tsfresh.readthedocs.io/
- Kats: https://facebookresearch.github.io/Kats/
- AutoTS: https://github.com/AutoViML/Auto_TS
𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬
- Dask: https://dask.org/
- PySpark: https://spark.apache.org/docs/latest/api/python/
- Ray: https://www.ray.io/
- Koalas: https://koalas.readthedocs.io/en/latest/
- Hadoop: https://hadoop.apache.org/
- Kafka-Python: https://github.com/dpkp/kafka-python
𝐖𝐞𝐛 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠
- Beautiful Soup: https://www.crummy.com/software/BeautifulSoup/
- Octoparse: https://www.octoparse.com/
- Scrapy: https://scrapy.org/
- Selenium: https://www.selenium.dev/
- Mechanical Soup: https://mechanicalsoup.readthedocs.io/en/stable/
𝐍𝐚𝐭𝐮𝐫𝐚𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠
- NLTK: https://www.nltk.org/
- TextBlob: https://lnkd.in/dSN_ksjJ
- Genism: https://lnkd.in/dJ3fiHWU
- spaCy: https://spacy.io/
- Polyglot: https://lnkd.in/d7dFz5