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Amir Shamaei amirshamaei

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BioMedical Engineer

Institute of Scientific Instruments of the Czech Academy of Sciences Research institute in Brno
Brno, Czech Republic
amirshamaei.github.io
@AmirLand6

amirshamaei / simple_code_for_deep_learning_in_MR_spectroscopy.ipynb

Created March 22, 2023 17:48

a simple code for the demonstration of deep learning in MR spectroscopy utilizing Pytorch

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amirshamaei / mlp-mixer-1d.py

Created April 1, 2022 10:59

MLP-Mixer: An all-MLP Architecture for Vision for 1D signal

	import torch
	import numpy as np
	from torch import nn
	from einops.layers.torch import Rearrange
	# adapted for 1d signal by Amir Shamaei
	# The main code is from:
	# https://github.com/rishikksh20/MLP-Mixer-pytorch/tree/8badd62ba03c5c1f478f6380cfa71ef8ed528f4c

	class FeedForward(nn.Module):
	def __init__(self, dim, hidden_dim, dropout = 0.):

amirshamaei / convnext.py

Created April 1, 2022 08:52

A ConvNet for the 2020s (1D version)

	# Copyright (c) Meta Platforms, Inc. and affiliates.

	# All rights reserved.

	# This source code is licensed under the license found in the
	# LICENSE file in the root directory of this source tree.


	import torch
	import torch.nn as nn