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@akiross
akiross / Convolutional Arithmetic.ipynb
Last active October 24, 2024 07:04
Few experiments on how convolution and transposed convolution (deconvolution) should work in tensorflow.
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@dooglus
dooglus / public.py
Created August 13, 2016 20:45
create Bitcoin public key from private key
#! /usr/bin/env python
class Point(object):
def __init__(self, _x, _y, _order = None): self.x, self.y, self.order = _x, _y, _order
def calc(self, top, bottom, other_x):
l = (top * inverse_mod(bottom)) % p
x3 = (l * l - self.x - other_x) % p
return Point(x3, (l * (self.x - x3) - self.y) % p)
@meagtan
meagtan / galois.c
Last active October 25, 2024 20:02
Quick implementation of Galois fields
/*
* The following is an implementation of the finite field GF(2^8) as bit vectors of length 8, where the nth bit represents the
* coefficient of the nth power of the generator in each element, and the generator satisfies the minimal polynomial
* x^8 + x^4 + x ^3 + x^2 + 1 in the prime field Z_2, in which addition is equivalent to XOR and multiplication to AND.
* The elements of GF(2^8) thus represent polynomials of degree < 8 in the generator x. Addition in this field is simply
* bitwise XOR, but multiplication requires the elimination of powers of x <= 8.
*/
#include <stdio.h>
#include <stdint.h>
@karpathy
karpathy / pg-pong.py
Created May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym
# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward
@application2000
application2000 / how-to-install-latest-gcc-on-ubuntu-lts.txt
Last active January 13, 2025 03:52
How to install latest gcc on Ubuntu LTS (12.04, 14.04, 16.04)
These commands are based on a askubuntu answer http://askubuntu.com/a/581497
To install gcc-6 (gcc-6.1.1), I had to do more stuff as shown below.
USE THOSE COMMANDS AT YOUR OWN RISK. I SHALL NOT BE RESPONSIBLE FOR ANYTHING.
ABSOLUTELY NO WARRANTY.
If you are still reading let's carry on with the code.
sudo apt-get update && \
sudo apt-get install build-essential software-properties-common -y && \
sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y && \
@kizbitz
kizbitz / dockerhub-v2-api-organization.sh
Last active August 2, 2024 14:58
Get the list of images and tags for a Docker Hub organization account
#!/bin/bash
# Example for the Docker Hub V2 API
# Returns all images and tags associated with a Docker Hub organization account.
# Requires 'jq': https://stedolan.github.io/jq/
# set username, password, and organization
UNAME=""
UPASS=""
ORG=""
@mp4096
mp4096 / ppt2pdf.ps1
Created April 28, 2016 10:56
Batch convert PowerPoint files to PDF
# Batch convert all .ppt/.pptx files encountered in folder and all its subfolders
# The produced PDF files are stored in the invocation folder
#
# Adapted from http://stackoverflow.com/questions/16534292/basic-powershell-batch-convert-word-docx-to-pdf
# Thanks to MFT, takabanana, ComFreek
#
# If PowerShell exits with an error, check if unsigned scripts are allowed in your system.
# You can allow them by calling PowerShell as an Administrator and typing
# ```
# Set-ExecutionPolicy Unrestricted
@dnephin
dnephin / common.env
Last active January 7, 2022 06:48
docker-compose extends and environment variables
TEST_ONE=common-env-file
TEST_TWO=common-env-file
TEST_TREE=common-env-file
TEST_FOUR=common-env-file
@dave-andersen
dave-andersen / kmeans.py
Last active September 1, 2022 11:15
k-means in Tensorflow
import tensorflow as tf
import numpy as np
import time
N=10000
K=4
MAX_ITERS = 1000
start = time.time()
@karpathy
karpathy / min-char-rnn.py
Last active April 14, 2025 14:23
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)