giaming

AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-cbir-papers

📝Awesome and classical image retrieval papers

awesome-cpp-cn

C++ 资源大全中文版，标准库、Web应用框架、人工智能、数据库、图片处理、机器学习、日志、代码分析等

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

CS-Xmind-Note

计算机专业课（408）思维导图和笔记：计算机组成原理（第五版 王爱英），数据结构（王道），计算机网络（第七版 谢希仁），操作系统（第四版 汤小丹）

CV-Tools-and-DL-Resources-by-Sida-Dai

Computer Vision Tools & Deep Learning Resources (Codes Written by Sida Dai)

CV_interviews_Q-A

CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块，一起努力向offers发起冲击！

Data-Science-Notes

数据科学的笔记以及资料搜集

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.

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Giaming.github.io

我的hexo博客

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）

learnopencv

Learn OpenCV : C++ and Python Examples

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

MathModel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

medical-data

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ML_Notes

机器学习算法的公式推导以及numpy实现

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

OpenCV-Python-Tutorial

📖 OpenCV-Python image processing tutorial for beginners

OUCML

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_segmentation

Semantic segmentation models, datasets and losses implemented in PyTorch.

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials