2019125078 Goto Github PK

adda_mnist64

Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano

adda_pytorch

adda pytorch debugging. forked from github.com/Carl0520/ADDA-pytorch

cifar-10-cnn

Play deep learning with CIFAR datasets

cnn-visualization

CNN可视化、理解CNN

cnngesturerecognizer

Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV

crack-dataset

rock crack and CT rock slice crack dataset semantic segmentation dataset 岩石裂缝与CT岩心裂缝语义分割数据集

dcgan_tensorflow2

An implementation of DCGAN using Tensorflow2.0

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-tensorflow2

本专栏我将使用谷歌TensorFlow2.0框架逐一复现经典的卷积神经网络：LeNet、AlexNet、VGG系列、GooLeNet、ResNet 系列、DenseNet 系列，以及现在比较流行的：RCNN系列、SSD、YOLO系列等。

eat_tensorflow2_in_30_days

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

faster-rcnn-tensorflow-python3

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

front-end-interview-notebook

:ant:前端面试复习笔记

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

internet

intro_ds_wy_course

《精通数据科学：从线性回归到深度学习》视频课程的配套资料

keras-applications

Reference implementations of popular deep learning models.

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

machine_learning_model

机器学习基本模型算法介绍(附加案例)

machinelearning_basicalgorithm

保存个人机器学习代码，包含：决策树、KNN、SVM、神经网络、简单线性回归、多元线性回归、Kmeans、层次聚类。对应文档 ：http://blog.csdn.net/YEN_CSDN/article/category/6725711

make_voc2007

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

meachine_learning

简单线性回归，多元线性回归，非线性回归，Kmeans算法，Hierarchical_clustering

mwcnn

Multi-level Wavelet-CNN for Image Restoration

nsfw-resnet

NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）

optimization_algorithm

梯度下降、牛顿法、共轭梯度法、蒙特卡洛、模拟退火、粒子群、蚁群、全局最优搭配局部最优算法的matlab和python程序

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

r2cnn_faster-rcnn_tensorflow

Rotational region detection based on Faster-RCNN.

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow2.0-examples

🙄 Difficult algorithm, simple code.

tensorflow2.0_resnet

A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.