Building Tree Models with TensorFlow Decision Forests
1 Introduction
Both deep learning and traditional machine learning have excellent frameworks in their respective fields. For example, when building
· 3 min read
Text Classification with TensorFlow
1 Introduction
In natural language processing, text classification is a very common application. This article will introduce the use of
· 7 min read
Neo4J Graph Database Anti-Fraud Analysis in Practice (IV) - Risk Scoring
1 Preface
In the Neo4J graph database anti-fraud series, we have identified risky users. This article will explain how to
· 2 min read
Neo4J Graph Database Anti-Fraud Analysis in Practice (III) - Identifying Criminal Groups
1 Introduction
In the Neo4J Graph Database Anti-Fraud Analysis Practice (II) - Preparing Data section, I introduced how to import
· 3 min read
Neo4J Graph Database Anti-Fraud Analysis in Practice (II) - Prepare Data
1 Introduction
In the previous article Neo4J Graph Database Anti-Fraud Analysis in Practice (Part 1) - Setup Analysis Environment, we
· 3 min read
Neo4J Graph Database Anti-Fraud Analysis in Practice (I) - Set Up Analysis Environment
1 Introduction
In the article An Introduction to Graph Databases, we introduced the basic components of a graph, such as
· 2 min read
Introduction to Graph Databases
1. Introduction
Have you ever heard of "Graph Databases - Graph Database"? Are they databases used to store
· 3 min read
Permutation Importance for Feature Selection
1 Introduction
In previous articles like Decision Tree Notes, some common feature selection techniques have been introduced. In this article,
· 2 min read
Installing TensorFlow on Apple Silicon Macs
1 Introduction
Although Apple Silicon Macs have shown outstanding performance, compatibility issues still cannot be ignored for ordinary users. Installing
· 2 min read
Customizing Models with tf.keras
1 Introduction
tf.keras provides many convenient APIs for building deep learning models. However, some situations require custom layers and