yhilmare / machine-learning-notesLinks
个人机器学习,主要是神经网络方面的学习笔记和代码。
☆51Updated 11 months ago
Alternatives and similar repositories for machine-learning-notes
Users that are interested in machine-learning-notes are comparing it to the libraries listed below
Sorting:
- 用python和sklearn两种方法实现李航《统计学习方法》中的算法☆339Updated 7 years ago
- personal practice(个人练习,实现了深度学习中的一些算法,包括:四种初始化方法(zero initialize, random initialize, xavier initialize, he initialize),深度神经网络,正则化,dropout,…☆224Updated 6 years ago
- 仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...☆546Updated 4 years ago
- B站上炼数成金的公开课笔记☆364Updated 5 years ago
- WeChat Official Accounts, zhihu and CSDN'blog code☆262Updated 5 years ago
- 深度学习常用优化方法详解☆268Updated 8 years ago
- TensorFlow2.0 官方教程翻译,基本概念讲解、实战项目、TensorFlow2.0编程技巧。☆202Updated 6 years ago
- 机器学习&深度学习资料笔记&基本算法实现&资源整理(ML / CV / NLP / DM...)☆228Updated last year
- The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>☆218Updated 4 years ago
- 涵盖LeetCode、剑指offer、手撕代码高频算法题、ML重点知识点以及概率智力题等☆95Updated 4 years ago
- 阿里天池与Datawhale联合举办二手车价格预测比赛:优胜奖方案代码总结☆113Updated 2 years ago
- 开源的各大比赛baseline☆376Updated 2 years ago
- Python实现经典分类回归、关联分析、聚类以及推荐算法等☆215Updated 6 years ago
- 学习机器学习的路上...☆92Updated 2 years ago
- python实现GBDT的回归、二分类以及多分类,将算法流程详情进行展示解读并可视化,庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification ar…☆737Updated 6 years ago
- 龙曲良《TensorFlow深度学习》学习笔记及代码,采用TensorFlow2.0.0版本☆176Updated 2 years ago
- 书籍:深度学习框架pytorch入门与实践☆158Updated 7 years ago
- 老宋秋招刷题日记, 语言使用python☆318Updated 5 months ago
- ☆141Updated 7 years ago
- Implementations of the machine learning algorithm with Python and numpy☆86Updated 3 years ago
- 通过阅读网上的资料代码,进行自我加工,努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯☆731Updated 5 years ago
- 阿水的数据竞赛开源分支☆351Updated 5 years ago
- 一个面向初学者的,友好的Keras入门教程☆123Updated 6 years ago
- 本人多次机器学习与大数据竞赛Top5的经验总结,满满的干货,拿好不谢☆398Updated 4 years ago
- 为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。☆434Updated 3 years ago
- ☆110Updated 7 years ago
- 深度之眼《百面机器学习》训练营☆98Updated 5 years ago
- Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码☆418Updated 2 years ago
- Basic data mining model, including feature importance display☆465Updated last year
- 机器学习算法 基于西瓜书以及《统 计学习方法》,当然包括DL。☆293Updated 5 years ago