scipackage 0.1.2

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scipackage is a Python package providing science calculate.

machinelearning-kit

• bestkmeans.c find best k value for k-means cluster
• binning.c binning vector to some phase
• correlate.c calculate pearson of two vectors
• distance.c calculate math distance such as euclid, hamming
• entropy.c calculate the infomation entropy by log method
• fourstep.c four step cluster
• gene.c optimize method
• kdtree.c KD Tree
• linear_regression.c mutil meta linear regression
• louvain.c louvain for graphic
• metric.c metric index such as R2, F1
• pca.c PCA
• seqsim.c a cluster method
• similar.c calculate the similar value of two vectors
• trie.c Tries Tree
• weight.c calculate the weight of factor

natruelanguage-kit

• entity.c entity recognize
• hash.c Hash
• keyword.c extract the keyword from sentence
• longest_common.c longest common substr of two sentences
• process.c process the netral language
• tagging.c tag the word from sentence
• tokenize.c make the sentence to separate word
• topic.c extract the topic from sentence
• vocab.c dictionary

neuralnetwork-kit

• activate.c layer of activate
• attention.c Attention network
• bert.c BERT
• crf.c CRF
• dataset.c dataset for torch
• dropout.c layer of dropout
• esim.c ESIM
• function.c loss functions
• glove.c Glove
• loss.c loss functions
• lstm.c LSTM
• lstm_crf.c LSTM_CRF
• mask_linear.c mask linear for torch
• optimize.c optimize functions
• skip_gram.c skip gram
• train.c train prcess for torch

timeseries-kit

• filter.c filt the wave of time series data
• outlier.c find the outlier of time series data
• segment.c segment the time series data to some phase