AnomalyDetection
所属分类：时间序列预测
开发工具：Python
文件大小：0KB
下载次数：0
上传日期：2018-06-14 18:07:29
上 传 者：
sh-1993
说明： 一维时间序列数据的异常检测。，
(Anomaly detection for one-dimensional time series data.,)
文件列表:
LICENSE (35147, 2018-06-14)
data/ (0, 2018-06-14)
data/AirPassengers.csv (1890, 2018-06-14)
data/BCH.csv (10961, 2018-06-14)
data/ETH.csv (10946, 2018-06-14)
data/LTC.csv (10956, 2018-06-14)
data/timeseries.csv (38864, 2018-06-14)
libs/ (0, 2018-06-14)
libs/loadata.py (2502, 2018-06-14)
libs/preproc.py (374, 2018-06-14)
libs/process.py (10559, 2018-06-14)
tbshooting/ (0, 2018-06-14)
tbshooting/troubletest.py (1016, 2018-06-14)
test/ (0, 2018-06-14)
test/KalmanFilter.py (1849, 2018-06-14)
test/SparkWeekly.py (14405, 2018-06-14)
test/WeeklyDecomposition.py (13352, 2018-06-14)
test/cpusage.py (1212, 2018-06-14)
test/icotest.py (740, 2018-06-14)
test/ocSVM.py (1693, 2018-06-14)
test/testsimilar.py (1783, 2018-06-14)
tsanalysis/ (0, 2018-06-14)
tsanalysis/EnumAnalysis/ (0, 2018-06-14)
tsanalysis/EnumAnalysis/EnumAnalysis.py (13891, 2018-06-14)
tsanalysis/EnumAnalysis/__init__.py (466, 2018-06-14)
tsanalysis/EnumAnalysis/encode.py (1563, 2018-06-14)
tsanalysis/arimamodel.py (11709, 2018-06-14)
tsanalysis/patternanalysis.py (22143, 2018-06-14)
tsanalysis/weeklyana.py (17722, 2018-06-14)
# AnomalyDetection
An anomaly detector for online traffic data.
## Requirement
- pandas
- numpy
- scikit-learn
- pymongo
- scipy
- matplotlib
- statsmodels(only for ARIMA)
## License
AnomalyDetection is released under the GNU General Public License (GPL). See the LICENSE file for full text of the license.
近期下载者：
相关文件：
收藏者：