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 last year
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☆340Updated 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
- 开源的各大比赛baseline☆375Updated 3 years ago
- WeChat Official Accounts, zhihu and CSDN'blog code☆263Updated 5 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…☆736Updated 6 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
- Pure Python implementation of machine learning algorithms☆445Updated 3 years ago
- Basic data mining model, including feature importance display☆467Updated last year
- The source code and dataset about <Deep Learning - Best Practices on TensorFlow Engineering Implementation>☆218Updated 4 years ago
- 深度学习常用优化方法详解☆269Updated 8 years ago
- 2019年CCF大数据与计算智能大赛乘用车细分市场销量预测冠军解决方案☆259Updated 5 years ago
- TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版☆230Updated 4 years ago
- AI比赛相关信息汇总☆645Updated 2 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☆397Updated 4 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...)☆230Updated last year
- 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☆732Updated 5 years ago
- 一个面向初学者的,友好的Keras入门教程☆123Updated 6 years ago
- B站上炼数成金的公开课笔记☆365Updated 6 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
- Datawhale第10期组队学习活动:《动手学深度学习》Pytorch版的练习代码☆91Updated 5 years ago
- AI学习过程中的实操代码☆209Updated 5 years ago
- 机器学习基本模型算法介绍(附加案例)☆226Updated 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
- Implementations of the machine learning algorithm with Python and numpy☆86Updated 3 years ago
- 书籍:深度学习框架pytorch入门与实践☆157Updated 7 years ago
- 机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。☆296Updated 6 years ago
- 老宋秋招刷题日记, 语言使用python☆319Updated 6 months ago
- 天池大赛:O2O优惠券使用预测(排名:前1%,AUC:0.7948)(Top1:0.8116)☆56Updated 6 years ago
- 力求囊括主流NLP模型练手项目,不断更新中☆287Updated 5 years ago