Use these commands to run a jupyter server on a remote server and access it locally in a browser. You must have SSH access to the browser. Use any port you want.
Do not forget to change username@server to the correct value!
| where | using | command |
|---|
| "dungeon planet" by Joseph Parker | |
| Book 1 - Rules | |
| Chapter 1 - Computers | |
| An operating system is a kind of value. The operating systems are linux. | |
| A computer is a kind of device. Understand "computer" as computer. | |
| A computer has a text called power_up_text. |
Taught by Brad Knox at the MIT Media Lab in 2014. Course website. Lecture and visiting speaker notes.
| #include <stdlib.h> // malloc, free | |
| #include <stdio.h> // puts | |
| // structs, unions and enums is how you create new types in C | |
| // sizeof is an operator, not a function, part of the C language | |
| // a basic struct declares a type in C, we can make recursive structs to create recursive types | |
| struct A { | |
| struct A * inner; |
| '''This scripts implements Kim's paper "Convolutional Neural Networks for Sentence Classification" | |
| with a very small embedding size (20) than the commonly used values (100 - 300) as it gives better | |
| result with much less parameters. | |
| Run on GPU: THEANO_FLAGS=mode=FAST_RUN,device=gpu,floatX=float32 python imdb_cnn.py | |
| Get to 0.853 test accuracy after 5 epochs. 13s/epoch on Nvidia GTX980 GPU. | |
| ''' | |
| from __future__ import print_function |
| #!/usr/bin/env python3 | |
| # encoding: utf-8 | |
| """Use instead of `python3 -m http.server` when you need CORS""" | |
| from http.server import HTTPServer, SimpleHTTPRequestHandler | |
| class CORSRequestHandler(SimpleHTTPRequestHandler): | |
| def end_headers(self): | |
| self.send_header('Access-Control-Allow-Origin', '*') |
| # -*- coding: utf-8 -*- | |
| import sys | |
| import enchant | |
| """ | |
| trying to make sense of unicode_ebooks | |
| you need pyenchant: | |
| brew install enchant | |
| pip install pyenchant | |
| """ |
| import math | |
| class Vector(object): | |
| def __init__(self, *args): | |
| """ Create a vector, example: v = Vector(1,2) """ | |
| if len(args)==0: self.values = (0,0) | |
| else: self.values = args | |
| def norm(self): | |
| """ Returns the norm (length, magnitude) of the vector """ |