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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,769 4,615 Updated Jun 21, 2022

该工程是利用python3.6进行“特征提取+分类器”来实现美团评论的文本二分类问题。在特征提取部分提取了6种特征,分类器选择了python里面的包xgboost和lightGBM分别实现提升树和GBDT(梯度提升决策树)。

Python 93 22 Updated Apr 8, 2019

Deep Reinforcement Learning

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聪明方法学Python,简明且系统的 Python 入门教程。

Jupyter Notebook 355 93 Updated Jan 9, 2024

Gerneral Circulation Models Planet Simulator (PlaSim) and PUMA

PowerBuilder 47 31 Updated Mar 23, 2019

《机器学习》(西瓜书)公式详解

24,841 4,776 Updated Mar 18, 2025

Smoke Detection based on neural network for Alysa

Jupyter Notebook 95 34 Updated Dec 28, 2021
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