cs231n assignment3(LSTM_Captioning) Posted on 2018-12-17 | In cs231n | Visitors: Words count in article: 1.2k | Reading time ≈ 6 GRU（Gated Recurrent Unit）；LSTM原理；LSTM实验代码； Read more »
cs231n assignment3(RNN_Captioning) Posted on 2018-12-16 | In cs231n | Visitors: Words count in article: 2.1k | Reading time ≈ 10 COCO dataset；Vanilla RNN实现; Read more »
Keras samples:LeNet-5 on cifar10 dataset Posted on 2018-12-14 | In DL&ML Coding | Visitors: Words count in article: 1.5k | Reading time ≈ 8 目标是训练一个简单的ConvNet来训练cifar10数据集。这里先采用了LeNet-5，在此基础上进行修改。 Read more »
如何训练一个网络 Posted on 2018-12-10 | In 神经网络 | Visitors: Words count in article: 6.1k | Reading time ≈ 21 数据预处理；选择网络结构；初始化网络；合理性检查；超参数调参；检查整个学习过程 Read more »
cs231n assignment2(ConvolutionalNetworks) Posted on 2018-12-05 | In cs231n | Visitors: Words count in article: 2.5k | Reading time ≈ 14 实现几个层：卷积层、最大池化、BN、GN(new) Read more »
cs231n assignment2(Dropout) Posted on 2018-12-03 | In cs231n | Visitors: Words count in article: 1.5k | Reading time ≈ 5 Dropout；Add Random Noise； Read more »
cs231n assignment2(BatchNormalization) Posted on 2018-12-02 | In cs231n | Visitors: Words count in article: 1.4k | Reading time ≈ 7 Batch Normalization；Layer Normalization； Read more »
论文笔记：Batch Normalization Posted on 2018-11-30 | In cs231n | Visitors: Words count in article: 1.7k | Reading time ≈ 6 Batch Normalization：Accelerating Deep Network Training by Reducing Internal Covariate Shift Read more »
cs231n assignment2(FullyConnectedNets) Posted on 2018-11-26 | In cs231n | Visitors: Words count in article: 1.2k | Reading time ≈ 6 层的模块化；更多优化算法 Read more »
优化算法（more） Posted on 2018-11-24 | In 机器学习 | Visitors: Words count in article: 1.9k | Reading time ≈ 7 指数加权平均数；偏差修正；Momentum；Adagrad；RMSprop；Adam； Read more »