一个包含数据科学本科专业课作业的项目文件夹
目前包括的课程有
(四个project )
【一个简易的shell &三个修改minix实现
内存管理 &I/O subsystem(ram盘管理)&chrt调用的相关修改】
(Java多线程&Java RPI&以及final project )
(1.蘑菇二分类BP神经网络(训练30次准确率达到100%)
(2.基于PHP的小型网址文件夹(支持增删改查等基本操作))
卷积 图像平滑 模拟poker计算同花顺概率等
课程python程序(图像压缩 欧式距离 旋转图片 谱图聚类 LU分解 SVD分解等)
shlab in CMU
寻宝小游戏(postgresql版&mongodb版)
1.图片PCA压缩
2.基于爬山算法的抽取式文档摘要
1.蒙特卡洛求样本偏度峰度
2.区间估计
3.EM算法(同卵双胞胎问题)
4.随机投点法 平均值法
包括mapreduce、spark、flink 的java编程实现
包括文本分类(textCNN)、CNN手写体识别、德英机器翻译(tensorflow seq2seq)、基于预训练的节点分类(bert)
cs231n assignment1&2&3
mit系统assignments&基于opentuner的编译优化器
A project folder containing data science undergraduate professional coursework
The courses currently included are
(four projects)
[A simple shell & three modified minix implementations
Memory management& I/O subsystem (ram disk management) and related modifications of chrt call]
(Java multithreading & Java RPI & final project)
(1. BP neural network in mushroom classification (training 30 times with an accuracy rate of 100%)
its dataset is in the kaggle mushroom
(2. Small URL folder based on PHP
(supports basic operations such as adding, deleting, modifying and checking))
Convolution& image smoothing& simulation poker calculation of straight flush probability, etc.
python program (image compression &Euclidean distance &rotating picture &spectral clustering& LU decomposition& SVD decomposition, etc.)
shlab in CMU
Treasure hunt game development (PostgreSQL version & mongodb version) < br >
- Image PCA compression < br >
- Extracted document summary based on mountain climbing algorithm
- Calculate sample skewness and kurtosis by Monte Carlo < br >
- Interval estimation < br >
- EM algorithm (identical twins problem) < br >
- Random point method average method < br >
Including the Java programming implementation of MapReduce, Spark and Flink
Including text classification (textCNN), MNIST handwriting recognition(CNN), German-English machine translation (tensorflow seq2seq), node classification based on pre-training model (bert hugging face)
cs231n assignment1&2&3
MIT system course assignments & opentuner-based compiler optimizer