Iris Classification on Tensorflow Neural Network formula derivation \[ \begin{align} a & = x \cdot w_1 \\ y & = a \cdot w_2 \\ & = x \cdot w_1 \cdot w_2 \\ y & = softmax(y) \end{align} \] code (training only) \[ a = x \cdot w_1 \\ y = a \c…

Iris Classification on Keras Installation Python3 版本为 3.6.4 : : Anaconda conda install tensorflow==1.15.0 conda install keras==2.1.6 Code # encoding:utf8 from sklearn.datasets import load_iris from sklearn.model_selection import train_test_split from…

参考: 1.Understanding Convolutional Neural Networks for NLP 2.Implementing a CNN for Text Classification in TensorFlow…

Github上的一个开源项目,文档讲得极清晰 Github - https://github.com/dennybritz/cnn-text-classification-tf 原文- http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/ In this post we will implement a model similar to Kim Yoon’s Convolut…

Iris Classification on PyTorch code # -*- coding:utf8 -*- from sklearn.datasets import load_iris from sklearn.utils import shuffle from sklearn.model_selection import train_test_split import torch import torch.optim as optim import torch.nn as nn imp…

from:http://deeplearning.lipingyang.org/tensorflow-examples-text/ TensorFlow examples (text-based) This page provides links to text-based examples (including code and tutorial for most examples) using TensorFlow. (Stay tuned, as I keep updating the p…

step01_formula # -*- coding: utf-8 -*- """ 단순 선형회귀방정식 : x(1) -> y - y = a*X + b (a:기울기, b:절편) - error = Y - y """ import tensorflow as tf # 변수 정의 X = tf.placeholder(tf.float32) # 입력 : shape 생략 Y = tf.placeholder(tf.float32…

用卷积神经网络基于 Tensorflow 实现的中文文本分类 项目地址: https://github.com/fendouai/Chinese-Text-Classification 欢迎提问:http://tensorflow123.com/ 这个项目是基于以下项目改写: cnn-text-classification-tf 主要的改动: 兼容 tensorflow 1.2 以上 增加了中文数据集 增加了中文处理流程 特性: 兼容最新 TensorFlow 中文数据集 基于 jieba 的中…

Awesome-TensorFlow-Chinese TensorFlow 中文资源全集,学习路径推荐: 官方网站,初步了解. 安装教程,安装之后跑起来. 入门教程,简单的模型学习和运行. 实战项目,根据自己的需求进行开发. 很多内容下面这个英文项目: Inspired by https://github.com/jtoy/awesome-tensorflow 官方网站 官网:https://www.tensorflow.org/ 中文:https://tensorflow.google.cn/…

在TensorFlow中实现文本分类的卷积神经网络 Github提供了完整的代码: https://github.com/dennybritz/cnn-text-classification-tf 在这篇文章中,我们将实现一个类似于Kim Yoon的卷积神经网络语句分类的模型. 本文提出的模型在一系列文本分类任务(如情绪分析)中实现了良好的分类性能,并已成为新的文本分类架构的标准基准. 我假设你已经熟悉了应用于NLP的卷积神经网络的基础知识. 如果没有,我建议先阅读NLP的理解卷积神经网络,以获…