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Mel Mashiku mgm79

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mgm79 / pyro-pytorch-lightning.py

Created September 2, 2021 14:38 — forked from simeneide/pyro-pytorch-lightning.py

	#%% IMPORTS
	import torch
	import pytorch_lightning as pl
	import matplotlib.pyplot as plt
	from pytorch_lightning import Trainer

	from torch.nn import functional as F
	import pyro
	import pyro.distributions as dist
	# %%

mgm79 / ca_evolution.py

Created July 14, 2021 02:39 — forked from IlievskiV/ca_evolution.py

	import numpy as np

	def cellular_automaton(rule_number, size, steps,
	init_cond='random', impulse_pos='center'):
	"""Generate the state of an elementary cellular automaton after a pre-determined
	number of steps starting from some random state.

	Args:
	rule_number (int): the number of the update rule to use
	size (int): number of cells in the row

mgm79 / ca_step_function.py

Created July 14, 2021 02:38 — forked from IlievskiV/ca_step_function.py

	import numpy as np

	powers_of_two = np.array([[4], [2], [1]]) # shape (3, 1)

	def step(x, rule_binary):
	"""Makes one step in the cellular automaton.

	Args:
	x (np.array): current state of the automaton
	rule_binary (np.array): the update rule

mgm79 / animate_julia_set.py

Created July 14, 2021 02:37 — forked from IlievskiV/animate_julia_set.py

	import numpy as np
	import matplotlib.pyplot as plt
	import matplotlib.animation as animation

	x_start, y_start = -2, -2 # an interesting region starts here
	width, height = 4, 4 # for 4 units up and right
	density_per_unit = 200 # how many pixles per unit

	# real and imaginary axis
	re = np.linspace(x_start, x_start + width, width * density_per_unit )

mgm79 / SciPy2014.ipynb

Last active July 23, 2020 17:38 — forked from perrygeo/SciPy2014.ipynb

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