资源列表
专利文本分类
- 对大量的专利文本文件进行处理，然后利用机器学习的算法进行挖掘，实现对专利的分类(A large number of patent text files are processed, and then machine learning algorithm is used for mining.)
time-sequence
- 数据挖掘，时间序列分析算法的实现和应用，python语言开发-data miniing
人工智能
- 从生物学开始到自然语言挖掘介绍人工智能，通识性的文档，对人工智能入门有极大的帮助。(From biology to natural language mining, the introduction of artificial intelligence, general knowledge documents, has a great help to the introduction of artificial intelligence.)
Python for Data Analysis
- 利用python进行数据分析，英文书籍，从pandas库的数据分析工具开始利用高性能工具对数据进行加载、清理、转换、合并以及重塑；利用matpIotlib创建散点图以及静态或交互式的可视化结果；利用pandas的groupby功能对数据集进行切片、切块和汇总操作；处理各种各样的时间序列数据。(Starting from the data analysis tools of pandas database, high performance tools are used to load, clea
FDSFDS
- 绝对是就是地方就是案发地方撒廊坊欧式是大家发乐视-Is definitely the place where the crime is spreading Langfang Continental is everyone made music as
learning-data-mining-with-python
- 《python数据挖掘入门与实践》随书源代码，Chapter1-Chapter12.使用ipython notebook运行，包括社会媒体挖掘，作者归属，新闻语料分析，大数据处理等应用实例。-Python data mining entry and practice with the book source code, using Chapter1-Chapter12. IPython notebook operation, including social media mining, aut
Gmm
- 利用高斯混合模型（gmm）实现了目标与背景的分离以及前景的跟踪。-Gaussian mixture model (gmm) to achieve the objectives and background of the separation and the prospect of tracking.
FullBNT-1.0.7
- 贝叶斯工具箱,本人亲测好用，用于复杂贝叶斯网求解。(Bayesian Tools boxes which can be used to complex Bayesian network)
twgr-ccf-dd56c95d9dbe
- 典型相关随机森林算法，随机森林算法的改进-Typical correlation Random Forest algorithm
UQ-PyL_Linux.tar
- 优化计算程序包,适用于水文及生态模型的优化计算及参数校准。-Uncertainty quantification (UQ) refers to quantitative characterization and reduction of uncertainties present in computer model simulations. It is widely used in engineering and geophysics fields to assess and predict t
PCA+mnist
- 基于python，利用主成分分析（PCA）和K近邻算法（KNN）在MNIST手写数据集上进行了分类。 经过PCA降维，最终的KNN在100维的特征空间实现了超过97%的分类精度。(Based on python, it uses principal component analysis (PCA) and K nearest neighbor algorithm (KNN) to classify on the MNIST handwritten data set. After PCA dime
mcmcstuff
- MCMC technique for machine learning