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ailearning

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

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

bcdu-net

BCDU-Net : Medical Image Segmentation

bilibili-plus

课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB

bpnp

Back-propagatable PnP

c-plus

《数据结构、算法与应用》C++描述，课本代码及课后习题代码

cornernet

cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

cppprimer

:books: Solutions for C++ Primer 5th exercises.

cppprimerplus-six-

C++PrimerPlus(第6版)中文版源码

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。

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.

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dl-colab-notebooks

Try out deep learning models online on Google Colab

dsntnn

PyTorch implementation of DSNT

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gaal-based-outlier-detection

GAAL-based Outlier Detection

image-processing-algorithm

paper implement

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

keras-u-net

Use kears end-to-end u-net multi-type image segmentation

leetcode

LeetCode Problems' Solutions

lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

machinelearning

mayo

3D CAD viewer and converter based on Qt + OpenCascade

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

muduo

Event-driven network library for multi-threaded Linux server in C++11

onnx

Open standard for machine learning interoperability