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bluesea2013's Projects

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

ad_examples icon ad_examples

A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alphago icon alphago

A pure python implementation of DeepMind's AlphaGo program.

alphazero_gomoku icon alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

awesome-aiops icon awesome-aiops

AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

awesome-time-series-analysis icon awesome-time-series-analysis

This list collects learning resource, tools and dataset for time series analysis or time series data mining. Time series analysis is widely used in many fileds, such as stock prediction, datacenter operation and so on.

cnprog icon cnprog

An open source Q&A(question and answer) eco-system

correlation-approximation icon correlation-approximation

Spark implementation of the Google Correlate algorithm to quickly find highly correlated vectors in huge datasets

ctrmodel icon ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

curve icon curve

An Integrated Experimental Platform for time series data anomaly detection.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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