mdmmn378

# -*- coding: utf-8 -*-

# Form implementation generated from reading ui file 'uxdesign.ui'
#
# Created by: PyQt5 UI code generator 5.6
#
# WARNING! All changes made in this file will be lost!

from PyQt5 import QtCore, QtGui, QtWidgets

mdmmn378

class Embedding_embedding(nn.Module):
    def __init__(self):
        super().__init__()
        self.linear_1 = nn.Embedding(5,3)
        self.linear_2 = nn.Linear(3,2,bias=False)
    def forward(self,x):
        x = self.linear_1(x)
        x = self.linear_2(x)
        return x

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w1 = embd_emb.linear_1._parameters['weight'].detach().numpy().copy()
w2 = embd_emb.linear_2._parameters['weight'].detach().numpy().copy()

grd = 2*np.dot(loss_tmp_emb,w2)
s = embd_emb.linear_1._parameters['weight'].detach().numpy().copy()
rng = list(x_lin.numpy())
for i in rng:
    s[i] = s[i] - grd[i]
print(f'Updated weight after manual backpropagation \n{s}')

mdmmn378

Loading Modules

import torch
from torch.nn import functional as F

mdmmn378

Here is the best setup (I think so :D) for K-series Keychron keyboards on Linux.

Most of these commands have been tested on Ubuntu 20.04 and should also work on most Debian-based distributions. If a command happens not to work for you, take a look in the comment section.

Make Fn + F-keys work

Keychron Keyboards on Linux use the hid_apple driver (even in Windows/Android mode), both in Bluetooth and Wired modes. By default, this driver uses the F-keys as multimedia shortcuts and you have to press Fn + the key to get the usual F1 through F12 keys.

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Audio Output Switcher

This script will cycle to the next available audio output device. It can be tied to a hotkey to easily be triggered. This is handy, for example, for swapping between HDMI audio and headphones.

Install

1. Download the audio-device-switch.sh script and place it in /usr/local/bin.
2. Make the script executable: sudo chmod 755 /usr/local/bin/audio-device-switch.sh.
3. Open the Keyboard Shortcuts settings page, add a new shortcut, tell it to execute audio-device-switch.sh, and set up your shortcut!
4. Install the notify-send library if you want to see a popup notification when the audio device switches: sudo apt install libnotify-bin.

Customizations

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Twelve Go Best Practices

Francesc Campoy Flores Gopher at Google @francesc http://campoy.cat/+

http://golang.org

• Best practices

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// Copyright 2014 Google Inc. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//      http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,

mdmmn378

Array

• Two Sum
• Best Time to Buy and Sell Stock
• Contains Duplicate
• Product of Array Except Self
• Maximum Subarray
• Maximum Product Subarray
• Find Minimum in Rotated Sorted Array

mdmmn378

// Logiops (Linux driver) configuration for Logitech MX Master 3.
// Includes gestures, smartshift, DPI.
// Tested on logid v0.2.3 - GNOME 3.38.4 on Zorin OS 16 Pro
// What's working:
//   1. Window snapping using Gesture button (Thumb)
//   2. Forward Back Buttons
//   3. Top button (Ratchet-Free wheel)
// What's not working:
//   1. Thumb scroll (H-scroll)
//   2. Scroll button