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@ikhlestov
ikhlestov / weights_initialization.py
Created September 12, 2017 17:18
pytorch: weights initialization
import torch
from torch.autograd import Variable
# new way with `init` module
w = torch.Tensor(3, 5)
torch.nn.init.normal(w)
# work for Variables also
w2 = Variable(w)
torch.nn.init.normal(w2)
# old styled direct access to tensors data attribute
@guangningyu
guangningyu / random_forest.py
Created July 14, 2017 09:45
Reference: [How to Implement Random Forest From Scratch in Python](http://machinelearningmastery.com/implement-random-forest-scratch-python/)
#!/usr/bin/env python
# -*- coding: utf-8 -*-
import urllib2
import copy
from random import seed
from random import randrange
from math import sqrt
'''
@zwaldowski
zwaldowski / Extra Logging for My Great App.mobileconfig
Last active January 19, 2024 00:35
Apple Configuration Profile for Logging in iOS 10 and macOS Sierra
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<!-- iOS 10, macOS Sierra, and friends bring a new logging subsystem that's
supposed to scale from the kernel, up to frameworks, and up to apps. It defaults
to a more regimented, privacy-focused approach that large apps and complex
systems need.
It, along with Activity Tracing introduced in iOS 8 and macOS Yosemite and the
Console app in macOS Sierra, hope to help you graduate from caveman debugging to
@gka
gka / make-animated-gifs-using-ffmpeg.md
Last active January 16, 2024 22:03
how to make a nice GIF from png frames

Make sure ffmpeg is up-to-date:

brew update
brew upgrade ffmpeg

Convert a MOV into frames. Tweak the 2/1 if you want more or fewer frames.

@gregvish
gregvish / chat.py
Last active February 9, 2023 12:33
Python 3.4 asyncio chat server example
from socket import socket, SO_REUSEADDR, SOL_SOCKET
from asyncio import Task, coroutine, get_event_loop
class Peer(object):
def __init__(self, server, sock, name):
self.loop = server.loop
self.name = name
self._sock = sock
self._server = server
Task(self._peer_handler())