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@kastnerkyle
kastnerkyle / gmmhmm.py
Last active July 4, 2025 10:50
GMM-HMM (Hidden markov model with Gaussian mixture emissions) implementation for speech recognition and other uses
# (C) Kyle Kastner, June 2014
# License: BSD 3 clause
import scipy.stats as st
import numpy as np
class gmmhmm:
#This class converted with modifications from https://code.google.com/p/hmm-speech-recognition/source/browse/Word.m
def __init__(self, n_states):
self.n_states = n_states
@LeCoupa
LeCoupa / bash-cheatsheet.sh
Last active November 10, 2025 05:54
Bash CheatSheet for UNIX Systems --> UPDATED VERSION --> https://github.com/LeCoupa/awesome-cheatsheets
#!/bin/bash
#####################################################
# Name: Bash CheatSheet for Mac OSX
#
# A little overlook of the Bash basics
#
# Usage:
#
# Author: J. Le Coupanec
# Date: 2014/11/04
@Tims101
Tims101 / Top 50 Universities List.md
Last active January 14, 2025 10:17
Top 50 Computer Science Universities

Universities

Massachusetts Institute of Technology (MIT)

###phd###

  • MIT Graduate Admissions link
  • PhD Program - MIT Sloan School of Management link
  • MIT - Massachusetts Institute of Technology link
  • to view contact information for all departments. - MIT link
@ramhiser
ramhiser / one-hot.py
Last active April 7, 2021 06:44
Apply one-hot encoding to a pandas DataFrame
import pandas as pd
import numpy as np
from sklearn.feature_extraction import DictVectorizer
def encode_onehot(df, cols):
"""
One-hot encoding is applied to columns specified in a pandas DataFrame.
Modified from: https://gist.github.com/kljensen/5452382
@kidpixo
kidpixo / jupyter_shortcuts.md
Last active October 5, 2025 16:50
Keyboard shortcuts for ipython notebook 3.1.0 / jupyter

Warning This is SEVERELY outdated, the current jupyter version is > 6.X, please refer to your current jupyter notebook installation!

Disclaimer : I just copied those shortcuts from Jupyter Menú > Help > Keyboard Shortcuts, I didn't wrote them myself.

Check your current shortcuts in your Help, shortcuts coule have been modified by extensions or your past self.

Toc

Keyboard shortcuts

@jbn
jbn / always_on_jupyter.sh
Created September 10, 2015 14:12
Always On Jupyter
# Installation:
# - Put this in your .bash_profile
# - Replace my directory with your exobrain directory on line 10
#
# What you get:
# A Jupyter notebook open on a well-defined port that is always
# on for exobrain-ing your ideas...
exec 6<>/dev/tcp/localhost/10000 || (
source activate py27 &&
@kylemcdonald
kylemcdonald / split-transients.py
Created December 15, 2015 05:50
Split an audio file into multiple files based on detected onsets from librosa.
#!/usr/bin/env python
import argparse
import matplotlib.pyplot as plt
import librosa
import numpy as np
import os
from progressbar import ProgressBar
parser = argparse.ArgumentParser(
@danijar
danijar / blog_tensorflow_scope_decorator.py
Last active January 17, 2023 01:58
TensorFlow Scope Decorator
# Working example for my blog post at:
# https://danijar.github.io/structuring-your-tensorflow-models
import functools
import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data
def doublewrap(function):
"""
A decorator decorator, allowing to use the decorator to be used without
@wangruohui
wangruohui / Install NVIDIA Driver and CUDA.md
Last active September 27, 2025 02:50
Install NVIDIA Driver and CUDA on Ubuntu / CentOS / Fedora Linux OS
@morgangiraud
morgangiraud / nvidia-reinstall.sh
Last active December 11, 2020 15:48
Script to reinstall manually nvidia drivers,cuda 9.0 and cudnn 7.1 on Ubuntu 16.04
# Remove anything linked to nvidia
sudo apt-get remove --purge nvidia*
sudo apt-get autoremove
# Search for your driver
apt search nvidia
# Select one driver (the last one is a decent choice)
sudo apt install nvidia-370