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@liangfu
liangfu / mldev_init.sh
Last active July 18, 2023 17:24
Initialize dev workspace with a single bash script
apt update
apt install -y emacs-nox aptitude screen xcscope-el gdb nano || echo 0 && echo "Success"
python3 -m pip install git-remote-codecommit opennmt-tf==1.25.1
cat << EOF > ~/.gdbinit
set print thread-events off
define hook-run
catch throw
end
define hook-quit
@mcarilli
mcarilli / nsight.sh
Last active November 14, 2024 21:26
Favorite nsight systems profiling commands for Pytorch scripts
# This isn't supposed to run as a bash script, i named it with ".sh" for syntax highlighting.
# https://developer.nvidia.com/nsight-systems
# https://docs.nvidia.com/nsight-systems/profiling/index.html
# My preferred nsys (command line executable used to create profiles) commands
#
# In your script, write
# torch.cuda.nvtx.range_push("region name")
# ...
@backerman
backerman / profile-snippet-sshargcomplete.ps1
Last active October 17, 2024 10:52
Enable tab completion for ssh hostnames in PowerShell
using namespace System.Management.Automation
Register-ArgumentCompleter -CommandName ssh,scp,sftp -Native -ScriptBlock {
param($wordToComplete, $commandAst, $cursorPosition)
$knownHosts = Get-Content ${Env:HOMEPATH}\.ssh\known_hosts `
| ForEach-Object { ([string]$_).Split(' ')[0] } `
| ForEach-Object { $_.Split(',') } `
| Sort-Object -Unique
# For now just assume it's a hostname.
@muralisc
muralisc / install-tmux.sh
Last active October 2, 2024 21:48 — forked from pokev25/install-tmux.sh
Install tmux 3.0a on Amazon Linux 2 / rhel /centos
# Install tmux 3.0a on Centos
# install deps
sudo yum install -y gcc kernel-devel make ncurses-devel
# DOWNLOAD SOURCES FOR LIBEVENT AND MAKE AND INSTALL
curl -LOk https://github.com/libevent/libevent/releases/download/release-2.1.11-stable/libevent-2.1.11-stable.tar.gz
tar -xf libevent-2.1.11-stable.tar.gz
cd libevent-2.1.11-stable
./configure --prefix=/usr/local
@vvanirudh
vvanirudh / random_fourier_features.py
Created February 6, 2018 19:39
Random fourier features using both sines and cosines embedding for Gaussian kernel
from sklearn.base import BaseEstimator
from sklearn.exceptions import NotFittedError
import numpy as np
class IRFF(BaseEstimator):
'''
Random fourier features using the improved embedding
https://www.cs.cmu.edu/~schneide/DougalRandomFeatures_UAI2015.pdf
'''
@santisbon
santisbon / Search my gists.md
Last active November 1, 2024 16:22
How to search gists.

Enter this in the search box along with your search terms:

Get all gists from the user santisbon.
user:santisbon

Find all gists with a .yml extension.
extension:yml

Find all gists with HTML files.
language:html

@Mistobaan
Mistobaan / TENSORFLOW_DEBUG.md
Last active June 29, 2023 06:32
Tensorflow Internals Debugging Techniques

Machine Setup August 2016

Linux Ubuntu 2016.

  • 1080 GTX
  • SDK 8.0
  • CuDNN 5.1

ENABLE Core dumps

ulimit -c unlimited
@j314erre
j314erre / text_cnn.py
Created July 13, 2016 00:00
load pre-trained word2vec into cnn-text-classification-tf
import tensorflow as tf
import numpy as np
class TextCNN(object):
"""
A CNN for text classification.
Uses an embedding layer, followed by a convolutional, max-pooling and softmax layer.
"""
def __init__(

This is unmaintained, please visit Ben-PH/spacemacs-cheatsheet

Useful Spacemacs commands

  • SPC q q - quit
  • SPC w / - split window vertically
  • SPC w - - split window horizontally
  • SPC 1 - switch to window 1
  • SPC 2 - switch to window 2
  • SPC w c - delete current window
@karpathy
karpathy / min-char-rnn.py
Last active November 14, 2024 05:03
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
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)