<html><head></head><body><div class="ydpc410c78ayahoo-style-wrap" style="font-family:Helvetica Neue, Helvetica, Arial, sans-serif;font-size:16px;"><div><div dir="ltr" data-setdir="false"><div><p class="ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffes1w8oh2o-10 ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffebQeEFC" style="margin: 0px; padding: 0px 0px 0.25em; border: 0px; font-stretch: inherit; font-size: 14px; line-height: inherit; font-family: Noto Sans, Arial, sans-serif; vertical-align: baseline; color: rgb(26, 26, 27);"><a class="ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffes1w8oh2o-27 ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffetTnje" href="https://github.com/sepandhaghighi/pycm" style="color: rgb(0, 121, 211); text-decoration-line: underline; margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;" rel="nofollow" target="_blank">https://github.com/sepandhaghighi/pycm</a></p><div><br></div><div><a class="ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffes1w8oh2o-27 ydpd212629cyiv9212909199ydp3cd81eb1yiv7065867418ydpf4f4ffetTnje" href="http://www.pycm.ir/" rel="nofollow" target="_blank" style="font-family: inherit; font-size: inherit; font-style: inherit; font-weight: inherit; color: rgb(0, 121, 211); margin: 0px; padding: 0px; border: 0px; font-stretch: inherit; line-height: inherit; vertical-align: baseline;">http://www.pycm.ir</a><br></div><div><br></div><div dir="ltr" data-setdir="false"><span><span style="color: rgb(26, 26, 27); font-family: Helvetica Neue, Helvetica, Arial, sans-serif; font-size: 16px;">Changelog :</span></span><br></div><div dir="ltr" data-setdir="false"><span><span style="color: rgb(26, 26, 27); font-family: Helvetica Neue, Helvetica, Arial, sans-serif; font-size: 16px;"><br></span></span></div><div dir="ltr" data-setdir="false"><div><ul class="ydpa2dea7a9_33MEMislY0GAlB78wL1_CR" style="margin: 4px 0px 4px 8px; padding: 0px; border: 0px; font-stretch: inherit; font-size: 14px; line-height: inherit; font-family: Noto Sans, Arial, sans-serif; vertical-align: baseline; list-style-position: outside; list-style-image: initial; color: rgb(26, 26, 27);"><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Tversky index (TI) added <a href="https://github.com/sepandhaghighi/pycm/issues/214" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#214</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Area under the PR curve (AUPR) added <a href="https://github.com/sepandhaghighi/pycm/issues/216" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#216</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">FUNDING.yml added</p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">AUC_calc function modified</p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Document modified <a href="https://github.com/sepandhaghighi/pycm/issues/225" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#225</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">summary parameter added to save_html,save_stat,save_csv and stat methods <a href="https://github.com/sepandhaghighi/pycm/issues/217" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#217</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">sample_weight bug in numpy array format fixed <a href="https://github.com/sepandhaghighi/pycm/issues/227" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#227</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Inputs manipulation bug fixed <a href="https://github.com/sepandhaghighi/pycm/issues/226" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#226</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Test system modified <a href="https://github.com/sepandhaghighi/pycm/issues/229" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#229</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Warning system modified <a href="https://github.com/sepandhaghighi/pycm/issues/228" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#228</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">alt_link parameter added to save_html method and online_help function <a href="https://github.com/sepandhaghighi/pycm/issues/232" class="ydpa2dea7a9_3t5uN8xUmg0TOwRCOGQEcU" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline; text-decoration-line: underline;" rel="nofollow" target="_blank">#232</a></p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Compare class tests moved to compare_test.py</p></li><li class="ydpa2dea7a9_3gqTEjt4x9UIIpWiro7YXz" style="margin: 0.4em 1em; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;"><p class="ydpa2dea7a9_1qeIAgB0cPwnLhDF9XSiJM" style="margin: 0px; padding: 0px; border: 0px; font-style: inherit; font-weight: inherit; font-stretch: inherit; font-size: inherit; line-height: inherit; font-family: inherit; vertical-align: baseline;">Warning tests moved to warning_test.py</p></li></ul></div><br></div><div><br style="font-family: Helvetica Neue, Helvetica, Arial, sans-serif; font-size: 16px;"></div></div></div><div><br></div><div class="ydpc410c78asignature"><div style="font-family:Helvetica, Arial, sans-serif;font-size:16px;"><div>Best Regards</div><div>Sepand Haghighi</div></div></div></div></div></body></html>