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* Support python3.4+
* Support MACS2-xls/narrowPeak format
* Support BEDPE/SAM/BAM format and paired-end mode for sequencing reads
* Drop support for Windows platform
* Replace statsmodels with scikit-learn for robust linear regression
* Fix a bug in summit calculation
* Various performance improvements