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...	...	@@ -6,7 +6,7 @@
6	6
7	7	It is a Jupyter Widget intended for the visualization of the interactive phase-plane.
8	8
9		-It provides **//sliders//** for setting:
	9	+It provides sliders for setting:
10	10
11	11	* (((
12	12	The value of all parameters of the Model.
...	...	@@ -21,7 +21,7 @@
21	21	The noise strength, if a stochastic integrator is specified.
22	22	)))
23	23
24		-and **//dropdown lists//** for selecting:
	24	+and dropdown lists for selecting:
25	25
26	26	* (((
27	27	Which state-variables to show on each axis.
...	...	@@ -42,7 +42,7 @@
42	42
43	43	== Requirements and installation ==
44	44
45		-Before installing the tvb-widgets library containing the PhasePlane widget, the following python library and Jupyter extensions should be installed:
	45	+Before installing the tvb-widgets library containing the PhasePlane widget, the following python libraries and Jupyter extensions should be installed:
46	46
47	47	* **Libraries:​​​​​**
48	48	** ​​​​​​[[ipympl>>https://github.com/matplotlib/ipympl#installation]]
...	...	@@ -61,38 +61,3 @@
61	61	(((
62	62	pip install tvb-widgets
63	63	)))
64		-
65		-== API usage ==
66		-
67		-First, the correct matplotlib backend must be set, which enables the interaction with the TimeSeries widget, by running the following command:
68		-
69		-(% class="box" %)
70		-(((
71		-%matplotlib widget
72		-)))
73		-
74		-Then, the PhasePlaneWidget (from the tvb-widgets API), the package lab (from tvb simulator) and the display function should be imported:
75		-
76		-(% class="box" %)
77		-(((
78		-{{{from tvbwidgets.api import PhasePlaneWidget
79		-from tvb.simulator.lab import *
80		-}}}
81		-
82		-{{{from IPython.core.display_functions import display}}}
83		-)))
84		-
85		-The widget can be initialized with the required parameters (Model and Integrator) as it shows below:
86		-
87		-(% class="box" %)
88		-(((
89		-{{{w = PhasePlaneWidget(model=models.Generic2dOscillator(),
90		- integrator=integrators.HeunDeterministic())}}}
91		-)))
92		-
93		-Finally, to display and interact with the PhasePlane widget, the **//get_widget//**// //method is used inside the //**display **//function:
94		-
95		-(% class="box" %)
96		-(((
97		-{{{display(w.get_widget(plot_size=(6,7)))}}}
98		-)))