Andi Zhang andiac

## dirichlet_plots.png

      
              2 files
            
          
              6 forks
            
          
              8 comments
            
          
              42 stars
            
          
                tboggs
                / dirichlet_plots.png
            
            
              Last active
              July 10, 2024 13:49
            
              
                A script to generate contour plots of Dirichlet distributions
              
          
## discrete_cmap.py
# By Jake VanderPlas
# License: BSD-style

import matplotlib.pyplot as plt
import numpy as np


def discrete_cmap(N, base_cmap=None):
    """Create an N-bin discrete colormap from the specified input map"""

## plot-gp.py
#!/usr/bin/python

from math import exp
import numpy as np
import matplotlib.pyplot as plt

def rbf_kernel(x1, x2, variance = 1):
    return exp(-1 * ((x1-x2) ** 2) / (2*variance))

def gram_matrix(xs):

## min-char-rnn.py
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np

# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)

## remap-capslock-to-control-win10.md

      
              1 file
            
          
              30 forks
            
          
              29 comments
            
          
              161 stars
            
          
                joshschmelzle
                / remap-capslock-to-control-win10.md
            
            
              Last active
              May 13, 2024 01:55
            
              
                Remap Caps Lock to Control on Windows 10
              
          
    Ways to remap caps lock to control on Windows 10

These methods in this gist worked for me on my U.S.-based keyboard layouts. I am unsure about other layouts. If you have problems, revert your changes; delete the registry key you created (and reboot).
Update: you should probably scroll down to approach 4 where I suggest using Microsoft PowerToys Keyboard Manager.
Approach 1. Manually through regedit

Navigate to and create a new binary value in HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Control\Keyboard Layout named Scancode Map.

  
## Set up GitHub push with SSH keys.md

      
              1 file
            
          
              116 forks
            
          
              75 comments
            
          
              377 stars
            
          
                xirixiz
                / Set up GitHub push with SSH keys.md
            
            
              Last active
              July 22, 2024 10:35
                — forked from developius/README.md
            
              
                Set up GitHub push with SSH keys
              
          
    SSH keypair setup for GitHub (or GitHub/GitLab/BitBucket, etc, etc)

Create a repo.

Make sure there is at least one file in it (even just the README.md)
Generate a SSH key pair (private/public):

ssh-keygen -t rsa -C "your_email@example.com"


## i3-gaps_installation_guide.md

      
              1 file
            
          
              23 forks
            
          
              65 comments
            
          
              178 stars
            
          
                boreycutts
                / i3-gaps_installation_guide.md
            
            
              Last active
              January 30, 2024 19:05
            
              
                A simple installation guide for i3-gaps
              
          
    Installing i3-gaps

Dependencies

i3-gaps has some packages that are required for it to work so install these things:
sudo apt install libxcb1-dev libxcb-keysyms1-dev libpango1.0-dev libxcb-util0-dev libxcb-icccm4-dev libyajl-dev libstartup-notification0-dev libxcb-randr0-dev libev-dev libxcb-cursor-dev libxcb-xinerama0-dev libxcb-xkb-dev libxkbcommon-dev libxkbcommon-x11-dev autoconf xutils-dev libtool automake

You also need to install libxcb-xrm-dev, but I got Unable to locate package libxcb-xrm-dev when trying to install from the apt repositories on Ubuntu 16.04. If this happens to you, just install it from source using these commands:
mkdir tmp


## cifar100_mean_std.py
def compute_mean_std(cifar100_dataset):
    """compute the mean and std of cifar100 dataset

    Args:
        cifar100_training_dataset or cifar100_test_dataset
        witch derived from class torch.utils.data

    Returns:
        a tuple contains mean, std value of entire dataset
    """

## pid_cartpole.py
import numpy as np
import gym

def sigmoid(x):
    return 1.0 / (1.0 + np.exp(-x))

env = gym.make('CartPole-v1')
desired_state = np.array([0, 0, 0, 0])
desired_mask = np.array([0, 0, 1, 0])
	# By Jake VanderPlas
	# License: BSD-style

	import matplotlib.pyplot as plt
	import numpy as np


	def discrete_cmap(N, base_cmap=None):
	"""Create an N-bin discrete colormap from the specified input map"""
	#!/usr/bin/python

	from math import exp
	import numpy as np
	import matplotlib.pyplot as plt

	def rbf_kernel(x1, x2, variance = 1):
	return exp(-1 * ((x1-x2) ** 2) / (2*variance))

	def gram_matrix(xs):
	"""
	Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
	BSD License
	"""
	import numpy as np

	# data I/O
	data = open('input.txt', 'r').read() # should be simple plain text file
	chars = list(set(data))
	data_size, vocab_size = len(data), len(chars)
	def compute_mean_std(cifar100_dataset):
	"""compute the mean and std of cifar100 dataset

	Args:
	cifar100_training_dataset or cifar100_test_dataset
	witch derived from class torch.utils.data

	Returns:
	a tuple contains mean, std value of entire dataset
	"""
	import numpy as np
	import gym

	def sigmoid(x):
	return 1.0 / (1.0 + np.exp(-x))

	env = gym.make('CartPole-v1')
	desired_state = np.array([0, 0, 0, 0])
	desired_mask = np.array([0, 0, 1, 0])