In this repository, I will show you how to build a neural network from scratch (yes, by using plain python code with no framework involved) that trains by mini-batches using gradient descent. Check nn.py for the code. In the related notebook Neural_Network_from_scratch_with_Numpy.ipynb ...
This project implements a simple feedforward neural network to solve the XOR logical operation problem. XOR (exclusive OR) is a classic problem in neural networks because it is not linearly separable, making it impossible for a single-layer perceptron to solve. What is XOR? The XOR (exclusive...
此外,这个链接可以帮助您更好的理解CNN: A Comprehensive Tutorial to learn Convolutional Neural Networks from Scratch (https://www.analyticsvidhya.com/blog/2018/12/guide-convolutional-neural-network-cnn/?utm_source=blog&utm_medium=7-data-science-projects-github-showcase-your-skills) No6:RAdam Adam在...
10.5 Implementation of Recurrent Neural Networks from Scratch 10.6 Concise Implementation of Recurrent Neural Networks 10.7 Backpropagation Through Time 10.8 Gated Recurrent Units (GRU) 10.9 Long Short Term Memory (LSTM) 10.10 Deep Recurrent Neural Networks 10.11 Bidirectional Recurrent Neural Networks 10.12...
MS-CNN A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection intro: ECCV 2016 intro: 640×480: 15 fps, 960×720: 8 fps arxiv: http://arxiv.org/abs/1607.07155 github: https://github.com/zhaoweicai/mscnn poster: http://www.eccv2016.org/files/posters/P-2B-38...
10.5 Implementation of Recurrent Neural Networks from Scratch 10.6 Concise Implementation of Recurrent Neural Networks 10.7 Backpropagation Through Time 10.8 Gated Recurrent Units (GRU) 10.9 Long Short Term Memory (LSTM) 10.10 Deep Recurrent Neural Networks 10.11 Bidirectional Recurrent Neural Networks 10.12...
• 一篇通过Scratch学习卷积神经网络的全方位指南 https://www.analyticsvidhya.com/blog/2018/12/guide-convolutional-neural-network-cnn/?utm_source=blog&utm_medium=7-data-science-projects-github-showcase-your-skills 4.RAdam –提高学习率方差 https://github.com/LiyuanLucasLiu/RAdam 目前，发布时间不到...
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection https://arxiv.org/abs/1802.06488 Pelee Pelee: A Real-Time Object Detection System on Mobile Devices https://github.com/Robert-JunWang/Pelee ...
errerror)ifresp,err=http.Get(url);err!=nil{returnnil,ErrorNil}deferresp.Body.Close()ifresp.StatusCode!=200{returnnil,ErrorWrongCode}returngoquery.NewDocumentFromReader(resp.Body)} 注意函数命名 注意错误处理机制:建议每个文件的开头定义一些错误信息 ...
8.Neural network models in tensorflow 地址:https://github.com/AJwader/Tensorflow-models 其他 1.Caffe models in TensorFlow Convert Caffe models to TensorFlow. 地址:https://github.com/ethereon/caffe-tensorflow 2.Run Keras models (tensorflow backend) in the browser, with GPU support Models are cr...