0.2.0

🚀 What’s New

• A BRAND NEW WEBSITE with a revamped documentation, now hopefully much more useful to navigate. Check-it out: https://neuropsychology.github.io/NeuroKit/ and let us know what you think!!
• An overhaul of the Complexity Indices: With more than a 100 indices, NeuroKit is now the most comprehensive package to quantify chaos, entropy and fractal dimension of signals.
• Tons of other improvements and fixes ☺️

See the NEWS file for the changelog.

• 0.2.0 (#619) @DominiqueMakowski
• [Docs] Docstrings improvements (#643) @Max-ZiLiang
• [Website] Docstrings improvements (#641) @Max-ZiLiang
• [New] Website overhaul (#634) @DominiqueMakowski
• [Fix] signal_fixpeaks() allow kwargs (#638) @DominiqueMakowski
• [Breaking] Linear and Quadratic Trends indices are now based on raw polynomials (and other fit_* changes) (#635) @DominiqueMakowski
• [Fix] hrv_frequency(): changes in frequency bands correctly propagate (#630) @RichardBJ
• [Fix] Avoid duplicated input sanitization in eda_process (#631) @Rvb0rob0t
• [Breaking] Remove subepoch_rate argument in bio_analyze (#633) @DominiqueMakowski
• [Feature] add min, max, 80th & 20th percentiles as HRV features (#627) @danibene
• [New Feature]: Multichannel ECG Simulation (#625) @PierreElias
• Fix complexity_tolerance using recurrence method (#624) @gutierrezps
• Pylint subtle formatting fixes (#617) @anshu-97
• dev (#616) @DominiqueMakowski

👏 Thanks to

@DominiqueMakowski, @Max-ZiLiang, @PierreElias, @RichardBJ, @Rvb0rob0t, @anshu-97, @danibene and @gutierrezps

0.1.6

🚀 What’s New

See the NEWS file for the changelog.

• 0.1.6 (#579) @DominiqueMakowski
• Several bug fixes
• Replace ba output with sos for ECG filters and determine initial conditions (#612) @mscheltienne
• [Change] promac parameters exposition / doc update (#607) @levsilva
• Peaks fixes in ppg and ecg (#587) @zen-juen
• [Docs] Update signal_rate.py docstring for return param (#600) @cHemingway
• Error removed in the Readme EMG example part (#596) @MostafaFiroozi
• Support for reading multiple devices + events in read_bitalino (#592) @zen-juen

👏 Thanks to

@DominiqueMakowski, @JanCBrammer, @MostafaFiroozi, @cHemingway, @levsilva, @mscheltienne and @zen-juen

New Contributors

• @MostafaFiroozi made their first contribution in #596
• @cHemingway made their first contribution in #600
• @levsilva made their first contribution in #607
• @mscheltienne made their first contribution in #612

Full Changelog: v0.1.5...v0.1.6

0.1.5

🚀 What’s New

See the NEWS file for the changelog.

• 0.1.5 (#520) @DominiqueMakowski
• Rerun examples and tutorials (#577) @Tam-Pham
• No warning for signal_psd: default min_freq (#574) @Tam-Pham
• eeg_power() (#573) @DominiqueMakowski
• Remove unused args in hrv_time (#575) @Tam-Pham
• Noise simulation (#571) @DominiqueMakowski
• Complexity hotfixes (#567) @DominiqueMakowski
• More fractal and entropy indices (#559) @DominiqueMakowski
• EEG: source reconstruction utilities (#564) @DominiqueMakowski
• Overhaul of the support for complexity indices (#527) @zen-juen
• sanitize search duration in delineate by HR (#522) @Tam-Pham
• Functions to account for more mne features (#551) @zen-juen
• Compute respiration rate based on troughs (#550) @zen-juen
• Add and clarify RSP features (#536) @zen-juen
• Distinguish intervals from peaks in hrv_*() (#535) @zen-juen
• [Fix] Signal_fixpeaks_neurokit (#538) @pfilo8
• Update AUTHORS.rst (#539) @pfilo8
• Sanitize HRV outputs (#525) @Tam-Pham
• hrv_time() does not throw an ValueError for input array with constant… (#537) @richrobe
• [Fix] _interpolate_big method from signal_fixpeaks method (#530) @pfilo8
• Sanitize emg offset indices (#526) @zen-juen
• Format complexity outputs (#521) @zen-juen

👏 Thanks to

@DominiqueMakowski, @Tam-Pham, @pfilo8, @richrobe, @zen-juen and Patryk Wielopolski

What's Changed

• fix fractal_higuchi by @zen-juen in #505
• Optimizing parameters for a list of signals by @Tam-Pham in #509
• Sanitize maxbeat before creating window for dfa alpha2 by @Tam-Pham in #512
• 0.1.4.1 by @DominiqueMakowski in #504
• Format complexity outputs by @zen-juen in #521
• Sanitize emg offset indices by @zen-juen in #526
• [Fix] _interpolate_big method from signal_fixpeaks method by @pfilo8 in #530
• hrv_time() does not throw an ValueError for input array with constant… by @richrobe in #537
• Sanitize HRV outputs by @Tam-Pham in #525
• Update AUTHORS.rst by @pfilo8 in #539
• [Fix] Signal_fixpeaks_neurokit by @pfilo8 in #538
• Distinguish intervals from peaks in hrv_*() by @zen-juen in #535
• Add and clarify RSP features by @zen-juen in #536
• Compute respiration rate based on troughs by @zen-juen in #550
• Functions to account for more mne features by @zen-juen in #551
• sanitize search duration in delineate by HR by @Tam-Pham in #522
• Overhaul of the support for complexity indices by @zen-juen in #527
• EEG: source reconstruction utilities by @DominiqueMakowski in #564
• More fractal and entropy indices by @DominiqueMakowski in #559
• Complexity hotfixes by @DominiqueMakowski in #567
• Noise simulation by @DominiqueMakowski in #571
• Remove unused args in hrv_time by @Tam-Pham in #575
• eeg_power() by @DominiqueMakowski in #573
• No warning for signal_psd: default min_freq by @Tam-Pham in #574
• Rerun examples and tutorials by @Tam-Pham in #577
• 0.1.5 by @DominiqueMakowski in #520

New Contributors

• @pfilo8 made their first contribution in #530

Full Changelog: v0.1.4...v0.1.5

0.1.4.1

🚀 What’s New

See the NEWS file for the changelog.

• 0.1.4.1 (#504) @DominiqueMakowski
• Sanitize maxbeat before creating window for dfa alpha2 (#512) @Tam-Pham
• Optimizing parameters for a list of signals (#509) @Tam-Pham
• fix fractal_higuchi (#505) @zen-juen

👏 Thanks to

@DominiqueMakowski, @Tam-Pham and @zen-juen

0.1.4

🚀 What’s New

See the NEWS file for the changelog.

• dev (#487) @DominiqueMakowski
• Add new hrv indices into hrv_time and hrv_nonlinear (#503) @Tam-Pham
• More complexity indices (#499) @zen-juen
• Fix download error when downloading mne datasets (#502) @zen-juen
• Fix geometric indices of HRV (#501) @Tam-Pham
• DFA fix from LRydin's fork (#490) @Tam-Pham
• convert intervals to peaks (#494) @zen-juen
• Fractal and multifractal measures (#493) @LRydin
• docs typo: pamtompkins -> pantompkins (#486) @dragove

👏 Thanks to

@DominiqueMakowski, @LRydin, @Tam-Pham, @dragove and @zen-juen

0.1.3

🚀 What’s New

See the NEWS file for the changelog.

• 0.1.3 (#455) @DominiqueMakowski
• Add and fix ecg_delineate features (#483) @zen-juen
• Bug fix ecg_findpeaks_rodrigues (#478) @TiagoTostas
• clean missing data and sanitize epochs column types (#470) @zen-juen
• add sd features in eventrelated functions (#471) @zen-juen
• Add labelling to subepochs (#468) @zen-juen
• fix epochs_end from duration of events (#461) @Tam-Pham
• A parameter lost in eog_plot (#460) @SongzhouYang
• Fix rare peak-inside-padding issues in _ecg_findpeaks_kalidas (#456) @jukka

👏 Thanks to

@DominiqueMakowski, @JanCBrammer, @SongzhouYang, @Tam-Pham, @TiagoTostas, @jukka and @zen-juen

0.1.2

🚀 What’s New

See the NEWS file for the changelog.

• 0.1.2 (#427) @Tam-Pham
• Optimize _ecg_findpeaks_peakdetect (#450) @jukka
• Add sub-epoch option for ECG and RSP event-related analysis (#454) @Tam-Pham
• Add myself to the list of contributors (#451) @jukka
• [feature] ecg quality method by zhao2018 (#410) @DominiqueMakowski
• Update ecg_quality.py (#439) @maxyongg
• Boxcar (#432) @jukka
• Fixed issue #421: ragged nested sequences (#424) @yywangvr
• Optimize _ecg_findpeaks_MWA (#423) @jukka
• 0.1.1 (#411) @DominiqueMakowski
• [Feature] Updated Error Bar Request (#415) @BrandonReno

👏 Thanks to

@BrandonReno, @DominiqueMakowski, @JanCBrammer, @Tam-Pham, @jukka, @maxyongg, @yywangvr and @zen-juen

0.1.0

🚀 What’s New

NeuroKit2 has been published (https://doi.org/10.3758/s13428-020-01516-y)!

• 0.1.0 🎉 (#389) @DominiqueMakowski
• [Fix] Fix signal_zerocrossings indexing issues (#399) @jluby
• Stop signal_fixpeaks iteration when number of artifacts stops decreasing (#400) @jukka
• [Fix] Fix offset bug in neurokit2/ecg/ecg_delineate.py (#398) @jluby
• fix error when len(candidate_offsets)==0 (#397) @6112562a
• Fix casting to np.int64 (#396) @nx10
• Fixed typo in code sample (#390) @laurague

👏 Thanks to

@6112562a, @DominiqueMakowski, @JanCBrammer, @Tam-Pham, @jluby, @jukka, @laurague, @nx10 and @zen-juen

0.0.42

🚀 What’s New

• 0.0.42 (#373) @Tam-Pham
• Update AUTHORS.rst (#385) @csavur
• Additional affiliation (#384) @jrepifano
• Add hrstd argument to ecg_simulate (#383) @jrepifano
• signal_sanitize() added, when non-default index for pandas series cau… (#372) @csavur
• [Fix] Pygment style for jupyter (#374) @Tam-Pham

👏 Thanks to

@DominiqueMakowski, @Tam-Pham, @csavur and @jrepifano

0.0.41

🚀 What’s New

• 0.0.41 (#347) @DominiqueMakowski
• input check for series when non-default index is set. (#371) @csavur
• [Feature] Add and improve microstates features (#350) @zen-juen
• [Fix] Review microstate implementations (#349) @Tam-Pham
• Update AUTHORS.rst (#348) @elaineteo2000

👏 Thanks to

@DominiqueMakowski, @JanCBrammer, @Tam-Pham, @csavur, @elaineteo2000, @sangfrois and @zen-juen