doer-lab Goto Github PK

awesome-deep-learning-based-time-series-forecasting

chinese-ai-developer

👩🏿‍💻👨🏾‍💻👩🏼‍💻👨🏽‍💻👩🏻‍💻** AI 开发者项目列表 -- 分享大家都在做什么

competition

conditional-sig-wasserstein-gans

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

covid19_imaging_ai_paper_list

COVID-19 imaging-based AI paper collection

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

documents

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

excel-python-da

对比Excel，轻松学习Python数据分析

heu_kms_activator

ila

Interactive Linear Algebra

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

learninggit

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

machinelearning

Machine learning algorithms implemented by pure numpy

mastering-tensorflow-1x

Mastering TensorFlow 1x, published by Packt

mnist

nndl

Another Chinese Translation of Neural Networks and Deep Learning

p300_speller

A machine learning algorithm to predict the letter thought by a subject given the EEG signal acquired during a letter selection task

prml

Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop

prml-1

PRML algorithms implemented in Python

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

sohu-algorithm-competetion

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

the-signature-method-in-machine-learning

Foundations and Applications