Fastbook alternatives for AI agents.

The fastai deep learning library

The fast.ai course notebooks

The "Python Machine Learning (2nd edition)" book code repository and info resource

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

The 3rd edition of course.fast.ai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Deep Learning for humans

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

A python library for user-friendly forecasting and anomaly detection on time series.

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

A game theoretic approach to explain the output of any machine learning model.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。