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Python - 100天从新手到大师
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
A latent text-to-image diffusion model
Learn how to design, develop, deploy and iterate on production-grade ML applications.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A game theoretic approach to explain the output of any machine learning model.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Natural Language Processing Tutorial for Deep Learning Researchers
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
The "Python Machine Learning (1st edition)" book code repository and info resource
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
TensorFlow Tutorials with YouTube Videos
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
Simple tutorials using Google's TensorFlow Framework
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Machine learning algorithms implemented by pure numpy
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
Dynamic seq2seq in TensorFlow, step by step