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Title: MVision/deepLearning at master · Mr-Ruo/MVision · GitHub

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Description: 机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶 - MVision/deepLearning at master · Mr-Ruo/MVision

Open Graph Description: 机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶 - Mr-Ruo/MVision

X Description: 机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶 - Mr-Ruo/MVision

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吴恩达深度学习笔记v5.44 .pdf	https://github.com/Mr-Ruo/MVision/blob/master/deepLearning/%E5%90%B4%E6%81%A9%E8%BE%BE%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0v5.44%20.pdf
吴恩达深度学习笔记v5.44 .pdf	https://github.com/Mr-Ruo/MVision/blob/master/deepLearning/%E5%90%B4%E6%81%A9%E8%BE%BE%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0v5.44%20.pdf
readme.md	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#readme
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#深度学习算法-the-deeplearning-algorithms-includes-now
深度学习笔记	https://github.com/Ewenwan/deep_learning_notes
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cnn.py	https://github.com/Mr-Ruo/MVision/blob/master/deepLearning/cnn.py
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dbn.py	https://github.com/Mr-Ruo/MVision/blob/master/deepLearning/dbn.py
Deep Learning Tutorials	http://www.deeplearning.net/tutorial/
Theano	http://deeplearning.net/software/theano/index.html
TensorFlow 学习	http://antkillerfarm.github.io/ai/2017/08/21/tensorflow.html
深度学习500问	https://github.com/Ewenwan/DeepLearning-500-questions
参考博客	https://github.com/DragonFive/myblog/blob/master/source/_posts/DL-learningNote1.md
吴恩达老师的深度学习课程笔记及资源	https://github.com/fengdu78/deeplearning_ai_books
Deep Learning with Keras	https://github.com/PacktPublishing/Deep-Learning-with-Keras/tree/master/Chapter07
动手学深度学习在线书籍	https://github.com/d2l-ai/d2l-zh
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#博客资源
深度学习（一）——MP(多层感知器)神经元模型, BP(反向传播)算法, 《机器学习》周志华著; 台湾大学李宏毅副教授的深度学习课程; Deep Learning书籍	http://antkillerfarm.github.io/dl/2017/01/13/Deep_Learning.html
	https://camo.githubusercontent.com/59c7019d44e873bb3a6479ed0d67a711eaa192d6b08cd21d2ac64867781390d8/687474703a2f2f616e746b696c6c65726661726d2e6769746875622e696f2f696d616765732f61727469636c652f4e657572616c5f4e6574776f726b732e706e67
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#11-二分类binary-classification
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#12-逻辑回归logistic-regression
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#13-逻辑回归的代价函数logistic-regression-cost-function
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#14-梯度下降gradient-descent
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#18-梯度下降的例子gradient-descent-on-m-examples
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#19-向量化vectorization
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#110-损失函数详解costloss-functionsoftmax-交叉熵-forc-loss
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#2-浅层神经网络shallow-neural-networks
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#25-直观理解反向传播backpropagation-intuition
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#26-随机初始化randominitialization
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#27
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#2-深层神经网络deep-neural-networks
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#32-深层网络中的前向和反向传播forward-propagation-in-a-deep-network
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#33-核对矩阵的维数getting-your-matrix-dimensions-right
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#35-深度学习和大脑的关联性what-does-this-have-to-do-with-the-brain
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#3-改善深层神经网络超参数调试正则化以及优化
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	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#511-yolo-v1-v2-v3-算法
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#512-轻量化模型-mobilenet-squeezenet-shufflenet
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#6-人脸识别和神经风格转换special-applications-face-recognition-neural-style-transfer
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#61-人脸识别
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#62-神经风格转换--neural-style-transfer
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#63-深度卷积网络学习-deep-convnets-learning
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#64-代价函数cost-function-内容代价函数content-cost-function-风格代价函数style-cost-function
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#65--一维到三维推广1d-and-3d-generalizations-of-models
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#7-序列模型sequence-models
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#71-循环神经网络模型-rnnrecurrent-neural-network-model
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#711-通过时间的反向传播backpropagation-through-time
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#712-不同类型的循环神经网络different-types-of-rnns
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#713-语言模型和序列生成language-model-and-sequence-generation
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#714-对新序列采样sampling-novel-sequences
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#715-循环神经网络的梯度消失vanishing-gradients-with-rnns
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#72-gru单元gated-recurrent-unitgru
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#73-长短期记忆lstmlong-short-term-memoryunit
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#74-双向循环神经网络bidirectional-rnn
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#75-深层循环神经网络deep-rnns
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#8-自然语言处理与词嵌入natural-language-processing-and-word-embeddings
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#80-语音识别的传统方法-hmm隐马尔可夫模型-gmm高斯混合模型
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#81-词汇表征word-representation
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#82-使用词嵌入using-word-embeddings-词嵌入的特性properties-of-word-embeddings-词嵌入除偏debiasing-word-embeddings
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#83-嵌入矩阵embedding-matrix
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#84-word2vec
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#85-负采样negative-sampling-glove-词向量glove-word-vectors
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#86-情绪分类sentiment-classification
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#87-集束搜索beam-search
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#88-注意力模型attention-model
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#89-语音识别speech-recognition
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#910-触发字检测trigger-word-detection
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#9-视频分析-人体行为识别
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#91-传统方法-视觉词袋模型bovw--fv高斯混合建模
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#92-双流模型
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#93-3d卷积模型
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#94-双流3d卷积
	https://github.com/Mr-Ruo/MVision/tree/master/deepLearning#95-lstm模型
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