Best Python code snippet using slash
matrix_calculus.py
Source:matrix_calculus.py
...94 def _repr_latex_(self):95 s = self.symbol.strip('$')96 return "$$%s$$" % s9798 def to_expression(self):99 return Expression([self])100101102 # def __str__(self):103 # return "Matrix({}, is_symmetric={})".format(self.symbol, self.is_symmetric)104105 def __str__(self):106 return self.symbol107108 def transpose(self):109 other = deepcopy(self)110 if other.is_transposed:111 other.symbol = other.symbol.replace("'","")112 other.is_transposed = False113 else:114 other.symbol = other.symbol + "'"115 other.is_transposed = True116 return other117118 def __add__(self, other):119 this = self.to_expression()120 if type(other) is Expression:121 return Operators.add(this, other)122 other = Expression([other])123 return Operators.add(this, other)124125 def __radd__(self, other):126 this = self.to_expression()127 if type(other) is Expression:128 return Operators.add(other, this)129 other = Expression([other])130 return Operators.add(other, this)131132 def __sub__(self, other):133 this = self.to_expression()134 if type(other) is Expression:135 return Operators.minus(this, other)136 other = Expression([other])137 return Operators.minus(this, other)138139 def __rsub__(self, other):140 this = self.to_expression()141 if type(other) is Expression:142 return Operators.minus(other, this)143 other = Expression([other])144 return Operators.minus(other, this)145146 def __mul__(self, other):147 this = self.to_expression()148 if type(other) is Expression:149 return Operators.multiply(this, other)150 other = Expression([other])151 return Operators.multiply(this, other)152153 def __rmul__(self, other):154 this = self.to_expression()155 if type(other) is Expression:156 return Operators.multiply(other, this)157 other = Expression([other])158 return Operators.multiply(other, this)159160161 def __truediv__(self, other):162 this = self.to_expression()163 if type(other) is Expression:164 return Operators.divide(this, other)165 other = Expression([other])166 return Operators.divide(this, other)167168 def __rtruediv__(self, other):169 this = self.to_expression()170 if type(other) is Expression:171 return Operators.divide(other, this)172 other = Expression([other])173 return Operators.divide(other, this)174175 def __div__(self, other):176 this = self.to_expression()177 if type(other) is Expression:178 return Operators.divide(this, other)179 other = Expression([other])180 return Operators.divide(this, other)181182 def __rdiv__(self, other):183 this = self.to_expression()184 if type(other) is Expression:185 return Operators.divide(other, this)186 other = Expression([other])187 return Operators.divide(other, this)188189 190 def __pow__(self, other):191 this = self.to_expression()192 if type(other) is Expression:193 return Operators.power(this, other)194 other = Expression([other])195 return Operators.power(this, other)196197 def __rpow__(self, other):198 this = self.to_expression()199 if type(other) is Expression:200 return Operators.power(other, this)201 other = Expression([other])202 return Operators.power(other, this)203204 def elem_mult(self, other):205 this = self.to_expression()206 if type(other) is Expression:207 return Operators.element_wise_multiply(this, other)208 other = Expression([other])209 return Operators.element_wise_multiply(this, other)210211 def elem_div(self, other):212 this = self.to_expression()213 if type(other) is Expression:214 return Operators.element_wise_division(this, other)215 other = Expression([other])216 return Operators.element_wise_division(this, other)217218 def elem_pow(self, other):219 this = self.to_expression()220 if type(other) is Expression:221 return Operators.element_wise_power(this, other)222 other = Expression([other])223 return Operators.element_wise_power(this, other)224225class Vector(Matrix):226 def __init__(self, symbol, n_rows=None):227 super().__init__(symbol, False, n_rows, None, False)228 assert self.chars[0] in string.ascii_lowercase, "first letter in vector must be lowercase letter."229 self.var_type = 'vector'230 231 232class Scalar(Matrix):233 def __init__(self, symbol):
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paired_links.py
Source:paired_links.py
1"""2Two networks and heatmaps with coordinated node selection and layouts.3XXXX This is copy-pasted and edited from paired_networks.py.4At some point common functionality should be refactored, maybe.5Or perhaps the whole infrastructure should be generalized.6"""7from IPython.display import display8from jp_gene_viz import LExpression9from ipywidgets import widgets10import traitlets11# Call this once.12from dNetwork import load_javascript_support13class PairedLinks(traitlets.HasTraits):14 """15 Coordinated networks.16 """17 def __init__(self, *args, **kwargs):18 super(PairedLinks, self).__init__(*args, **kwargs)19 self.left_expression = LExpression.LinkedExpressionNetwork()20 self.right_expression = LExpression.LinkedExpressionNetwork()21 lb = self.left_sync_button = self.make_button(u"sync \u21DB", self.left_sync_click)22 rb =self.right_sync_button = self.make_button(u"\u21DA sync", self.right_sync_click)23 ib = self.intersect_button = self.make_button("intersect", self.intersect_click)24 db = self.difference_button = self.make_button("difference", self.difference_click)25 lbuttons = widgets.HBox(children=[ib, db, lb])26 left_stack = widgets.VBox(children=[lbuttons, self.left_expression.assembly])27 right_stack = widgets.VBox(children=[rb, self.right_expression.assembly])28 self.assembly = widgets.HBox(children=[left_stack, right_stack])29 def load_left(self, network_filename, heatmap_filename):30 "Load the left network and heatmap"31 self._load(self.left_expression, network_filename, heatmap_filename)32 def load_right(self, network_filename, heatmap_filename):33 "Load the right network and heatmap"34 self._load(self.right_expression, network_filename, heatmap_filename)35 def _load(self, expression, network_filename, heatmap_filename):36 expression.load_network(network_filename)37 expression.load_heatmap(heatmap_filename)38 def show(self):39 display(self.assembly)40 def make_button(self, description, on_click,41 disabled=False, width="200px"):42 "Create a button."43 # XXXX refactor to superclass.44 result = widgets.Button(description=description)45 result.on_click(on_click)46 result.disabled = disabled47 result.layout.width = width48 return result49 def right_sync_click(self, b):50 return self.sync_click(self.right_expression, self.left_expression)51 def left_sync_click(self, b):52 return self.sync_click(self.left_expression, self.right_expression)53 def sync_click(self, from_expression, to_expression):54 nodes = from_expression.network.get_selection()55 to_expression.network.set_selection(nodes)56 to_expression.network.display_positions = from_expression.network.display_positions.copy()57 to_expression.network.draw()58 def intersect_click(self, b):59 return self.combine_networks("intersect")60 def difference_click(self, b):61 return self.combine_networks("difference")62 def combine_networks(self, mode):63 left_edges = self.left_expression.network.visible_edges()64 right_edges = self.right_expression.network.visible_edges()65 if mode == "intersect":66 combined_edges = left_edges & right_edges67 elif mode == "difference":68 combined_edges = left_edges.symmetric_difference(right_edges)69 else:70 raise ValueError("bad mode: " + repr(mode))71 if not combined_edges:72 self.left_expression.network.alert("Network %s has no edges" % mode)73 return74 for network in (self.left_expression.network, self.right_expression.network):...
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