计算图可视化(用Tensorboard)

An example of using histograms, scalar summaries, and creating images in Tensorboard.

遗传算法

We create a genetic algorithm to optimize an individual (array of 50 numbers) toward the ground truth function.

K-means聚类分析

如何利用Tensorflow去k-means做聚类分析. 这里我们会用到Iris 数据集， k = 3, 然后使用k-means来预测。

• K-Means clustering on the handwritten digits data
• K-Means Clustering of Iris Dataset

解决体系常微分方程

Here, we show how to use TensorFlow to solve a system of ODEs. The system of concern is the Lotka-Volterra predator-prey system.

随机森林

We illustrate how to use TensorFlow’s gradient boosted regression and classification trees.

TensorFlow中的Keras

Here we show how to use the Keras sequential model building for a fully connected neural network and a CNN model with callbacks.