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fast.ai Courses

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

fastbook

The fastai book, published as Jupyter Notebooks

fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

pandas_talib

A Python Pandas implementation of technical analysis indicators

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

tsai

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

whirlwindtourofpython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"