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brainvoyagertools-0.3.0


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توضیحات

BrainVoyager Tools - An object-oriented approach to create, read and write common plain-text BrainVoyager input formats with Python
ویژگی مقدار
سیستم عامل OS Independent
نام فایل brainvoyagertools-0.3.0
نام brainvoyagertools
نسخه کتابخانه 0.3.0
نگهدارنده []
ایمیل نگهدارنده []
نویسنده Florian Krause
ایمیل نویسنده me@floriankrause.org
آدرس صفحه اصلی https://github.com/fladd/brainvoyagertools
آدرس اینترنتی https://pypi.org/project/brainvoyagertools/
مجوز -
# BrainVoyager Tools An object-oriented approach to create, read and write common plain-text BrainVoyager input formats with Python. Currently supported: * .ctr * .mdm * .prt * .sdm * .voi ## Installation BrainVoyager Tools can be easily installed with pip: ``` pip install brainvoyagertools ``` ## Usage ### ctr **Build a contrast definition from scratch:** ```python from brainvoyagertools import ctr contrasts = ctr.ContrastsDefinition() contrasts.add_contrast(ctr.Contrast("All vs. Baseline", [1, 1, 0])) contrasts.add_contrast(ctr.Contrast("House vs. Faces", [1, -1, 0])) contrasts.save("contrasts.ctr") ``` **Add contrasts to contrast definition file:** ```python from brainvoyagertools import ctr contrasts = ctr.ContrastsDefinition(load="contrasts.ctr") contrasts.add_contrast(ctr.Contrast("Faces vs. Houses", [-1, 1, 0])) contrasts.save("contrasts2.ctr") ``` ### mdm **Build a design matrix from scratch:** ```python from brainvoyagertools import mdm design = mdm.DesignMatrix() design.add_study(mdm.Study("path/to/MyStudy1.vtc", "path/to/MyStudy1.sdm") design.add_study(mdm.Study("path/to/MyStudy2.vtc", "path/to/MyStudy2.sdm") design.add_study(mdm.Study("path/to/MyStudy3.vtc", "path/to/MyStudy3.sdm") design.add_study(mdm.Study("path/to/MyStudy4.vtc", "path/to/MyStudy4.sdm") design.add_study(mdm.Study("path/to/MyStudy5.vtc", "path/to/MyStudy5.sdm") design.add_study(mdm.Study("path/to/MyStudy6.vtc", "path/to/MyStudy6.sdm") design.add_study(mdm.Study("path/to/MyStudy7.vtc", "path/to/MyStudy7.sdm") design.add_study(mdm.Study("path/to/MyStudy8.vtc", "path/to/MyStudy8.sdm") design.add_study(mdm.Study("path/to/MyStudy9.vtc", "path/to/MyStudy9.sdm") design.add_study(mdm.Study("path/to/MyStudy10.vtc", "path/to/MyStudy10.sdm") design.rfx_glm = True design.transformation = 'z' design.separate_predictors = True design.save("design.mdm") ``` **Also works for MTC data:** ```python from brainvoyagertools import mdm design = mdm.DesignMatrix() design.add_study(mdm.Study(["path/to/MyStudy1.ssm", "path/to/MyStudy1.mtc"], "path/to/MyStudy1.sdm") design.add_study(mdm.Study(["path/to/MyStudy2.ssm", "path/to/MyStudy2.mtc"], "path/to/MyStudy2.sdm") design.add_study(mdm.Study(["path/to/MyStudy3.ssm", "path/to/MyStudy3.mtc"], "path/to/MyStudy3.sdm") design.save("design2.mdm") ``` ### prt **Build a stimulation protocol from scratch:** ```python from brainvoyagertools import prt protocol = prt.StimulationProtocol(experiment_name="MyExperiment") protocol.add_condition(prt.Condition("Rest", [[x+1,x+8] for x in range(1,80,16], colour=[255,0,0])) protocol.add_condition(prt.Condition("Task", [[x+1,x+8] for x in range(8,80,16], colour=[0,255,0])) protocol.save("MyExperiment.prt") ``` **Change time units to milliseconds and add condition to other protocol:** ```python from brainvoyagertools import prt protocol = prt.StimulationProtocol(load="MyExperiment.prt") protocol.convert_to_msec(tr=2000) protocol2 = prt.StimulationProtocol(experiment_name="MyExperiment2", time_units="msec") protocol2.add_condition(prt.conditions[-1]) protocol2.save("MyExperiment2.prt") ``` **Add combination of conditions into new protocol:** ```python from brainvoyagertools import prt protocol = prt.StimulationProtocol(load="MyExperiment.prt") protocol2 = prt.StimulationProtocol(experiment_name="MyExperiment3" protocol2.add_condition(protocol.condition[0] + protocol.conditions[1]) protocol2.save("MyExperiment3.prt") ``` ### sdm **Build a design matrix from scratch:** ```python from brainvoyagertools import sdm design = sdm.DesignMatrix() design.add_predictor(sdm.Predictor("FirstHalf", 100*[1] + 100*[0], colour=[255,0,0])) design.add_predictor(sdm.Predictor("SecondHalf", 100*[0] + 100*[1], colour=[0,255,0])) for p in design.predictors: p.convolve_with_hrf(tr=2000) design.save("design.sdm") ``` **Add z-transformed motion regressors, their first and second derivatives, and a constant:** ```python from brainvoyagertools import sdm design = sdm.DesignMatrix(load="design.sdm") motion = sdm.DesignMatrix(load="3DMC.sdm") for p in motion.predictors: p.ztransform() design.add_confound_predictor(p) design.add_confound_predictor(p.get_derivative(1)) design.add_confound_predictor(p.get_derivative(2)) design.add_constant() design.save("design_and_motion.sdm") ``` **Define predictors from a prt file:** ```python from brainvoyagertools import prt, sdm protocol = prt.StimulationProtocol(load="protocol.prt") design = sdm.DesignMatrix() design.define_predictors(protocol, data_points=400, tr=2000) design.add_constant() design.save("design.sdm") ``` ### voi **Save a single a VOI with three coordinates :** ```python from brainvoyagertools import voi vois = voi.VOIsDefinition(reference_space="MNI") vois.add_voi(voi.VOI("VOI_1", [[15, 30, 40], [16, 30, 40]] vois.save("my_voi.voi") ```


نیازمندی

مقدار نام
<2,>=1 numpy
<2,>=1 scipy


زبان مورد نیاز

مقدار نام
>=3.6 Python


نحوه نصب


نصب پکیج whl brainvoyagertools-0.3.0:

    pip install brainvoyagertools-0.3.0.whl


نصب پکیج tar.gz brainvoyagertools-0.3.0:

    pip install brainvoyagertools-0.3.0.tar.gz