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@codref
codref / go-ssh-reverse-tunnel.go
Last active October 23, 2023 13:32
Go SSH reverse tunnel implementation (SSH -R)
/*
Go-Language implementation of an SSH Reverse Tunnel, the equivalent of below SSH command:
ssh -R 8080:127.0.0.1:8080 operatore@146.148.22.123
which opens a tunnel between the two endpoints and permit to exchange information on this direction:
server:8080 -----> client:8080
@zupzup
zupzup / main.go
Created March 20, 2017 10:03
Go TCP Proxy / Port Forwarding Example (https://zupzup.org/go-port-forwarding/)
package main
import (
"flag"
"fmt"
"io"
"log"
"net"
"os"
"os/signal"

A Few Useful Things to Know about Machine Learning

The paper presents some key lessons and "folk wisdom" that machine learning researchers and practitioners have learnt from experience and which are hard to find in textbooks.

1. Learning = Representation + Evaluation + Optimization

All machine learning algorithms have three components:

  • Representation for a learner is the set if classifiers/functions that can be possibly learnt. This set is called hypothesis space. If a function is not in hypothesis space, it can not be learnt.
  • Evaluation function tells how good the machine learning model is.
  • Optimisation is the method to search for the most optimal learning model.
@fand
fand / flux_history.md
Last active October 19, 2016 04:26
Flux戦争の歴史

Flux戦争の歴史メモ

Fluxxor by binarymuse

  • 2014/05/12 first commit
    • F8での "Flux" の登場からわずか4日
  • 素朴な実装
  • mixinベースの機能
    • 〜React v0.12という感じ

Reflux by spoike

@marty-wang
marty-wang / gist:5a71e9d0a6a2c6d6263c
Last active June 27, 2024 13:34
Compile and deploy React Native Android app of Release version to device.
Disclaimer: The instructions are the collective efforts from a few places online.
Nothing here is my original. But I want to put them together in one place to save people from spending the same time as I did.
First off, bundle.
==================
1. cd to the project directory
2. Start the react-native packager if not started
3. Download the bundle to the asset folder:
curl "http://localhost:8081/index.android.bundle?platform=android" -o "android/app/src/main/assets/index.android.bundle"
@karpathy
karpathy / min-char-rnn.py
Last active July 18, 2024 15:59
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)
@chrisdone
chrisdone / typing.md
Last active July 4, 2024 16:47
Typing Haskell in Haskell

Typing Haskell in Haskell

MARK P. JONES

Pacific Software Research Center

Department of Computer Science and Engineering

Oregon Graduate Institute of Science and Technology

@matzoe
matzoe / addon.cc
Last active March 18, 2019 11:09
Node.js callback cross threads
// http://nikhilm.github.io/uvbook/threads.html
#include <string>
#include <map>
#include <node.h>
#include <v8.h>
#include <uv.h>
#include <sys/syscall.h>
#include <stdlib.h>
@jmnwong
jmnwong / gist:8959194
Created February 12, 2014 16:34
Install missing tun module and for Ubuntu 12.04/user-mode linux
sudo apt-get install uml-utilities build-essential linux-headers-`uname -r`
mkdir faketun
cd faketun
echo -e "#include <linux/module.h>\nstatic int start__module(void) {return 0;}\nstatic void end__module(void){return;}\nmodule_init(start__module);\nmodule_exit(end__module);">tun.c
echo -e "obj-m += tun.o\nall:\n\tmake -C /lib/modules/\$(shell uname -r)/build/ M=\$(PWD) modules\nclean:\n\tmake -C /lib/modules/\$(shell uname -r)/build/ M=\$(PWD) clean\nclean-files := Module.symvers">Makefile
make
sudo install tun.ko /lib/modules/`uname -r`/kernel/net/tun.ko
sudo depmod -a
sudo modprobe tun
@suma
suma / _etc_init.d_autosshd
Last active August 25, 2020 07:38
Autossh init script(Ubuntu) for reverse ssh tunneling
#! /bin/sh
### BEGIN INIT INFO
# Provides: autosshd
# Required-Start: $remote_fs $syslog
# Required-Stop: $remote_fs $syslog
# Default-Start: 2 3 4 5
# Default-Stop: 0 1 6
# Short-Description: autosshd initscript
# Description: This file should be used to construct scripts to be
# placed in /etc/init.d.