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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
The fundamental package for scientific computing with Python.
NumPy aware dynamic Python compiler using LLVM
Panel: The powerful data exploration & web app framework for Python
A library of extension and helper modules for Python's data analysis and machine learning libraries.
ZenML ๐: One AI Platform from Pipelines to Agents. https://zenml.io.
STUMPY is a powerful and scalable Python library for modern time series analysis
The machine learning toolkit for time series analysis in Python
Feature engineering package with sklearn like functionality
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Software Design by Example: a tool-based introduction with Python
NimaSarajpoor / stumpy
Forked from stumpy-dev/stumpySTUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks