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@SuperShinyEyes
SuperShinyEyes / f1_score.py
Created October 15, 2019 10:16
F1 score in PyTorch
def f1_loss(y_true:torch.Tensor, y_pred:torch.Tensor, is_training=False) -> torch.Tensor:
'''Calculate F1 score. Can work with gpu tensors
The original implmentation is written by Michal Haltuf on Kaggle.
Returns
-------
torch.Tensor
`ndim` == 1. 0 <= val <= 1
#!/bin/sh
IP=192.168.2.200
docker run -d -p $IP:8019:8019 voxhub/silvius-worker:latest /bin/sh -c 'cd /root/silvius-backend ; python kaldigstserver/master_server.py'
docker run -d voxhub/silvius-worker /root/worker.sh -u ws://$IP:8019/worker/ws/speech
@teamdandelion
teamdandelion / labels_1024.tsv
Last active February 6, 2024 08:33
TensorBoard: TF Dev Summit Tutorial
We can make this file beautiful and searchable if this error is corrected: No tabs found in this TSV file in line 0.
7
2
1
0
4
1
4
9
5
9
@htoyryla
htoyryla / original_colors.lua
Last active June 18, 2018 19:25
Use original colors in an image generated by fast-neural-style
-- this program takes an original image, such as a photo,
-- and a generated image, such as generated by jcjohnson/fast-neural-style
-- and copies the original colors to the generated image
-- like when using the original_colors param in jcjohnson/neural-style
--
-- by hannu töyrylä @htoyryla 30 oct 2016
--
require 'torch'
require 'image'
import urllib2, re, json, os, time, sys, HTMLParser
html_parser = HTMLParser.HTMLParser()
auth_address = "1KbV1e1u6P6AsY8XNBydgtbtN8iSB5WMyG"
auth_privatekey = "xxxx"
site = "1TaLkFrMwvbNsooF4ioKAY9EuxTBTjipT"
zeronet_dir = ".."
os.chdir(zeronet_dir)
@karpathy
karpathy / min-char-rnn.py
Last active December 11, 2024 12:46
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)
@atcuno
atcuno / gist:3425484ac5cce5298932
Last active November 8, 2024 00:20
HowTo: Privacy & Security Conscious Browsing

The purpose of this document is to make recommendations on how to browse in a privacy and security conscious manner. This information is compiled from a number of sources, which are referenced throughout the document, as well as my own experiences with the described technologies.

I welcome contributions and comments on the information contained. Please see the How to Contribute section for information on contributing your own knowledge.

Table of Contents

@jimgoo
jimgoo / readme.md
Last active October 11, 2022 08:58
CaffeNet fine-tuned on the Oxford 102 category flower dataset
@zcshiner
zcshiner / UbuntuMiner
Last active March 11, 2019 11:56
UbuntuMiner. Command list to build an Ubuntu 14.04 Server with Cuda Toolkit 6.5, driver 352.41, and ccminer.
#!/bin/bash
### Command log to install Cuda Toolkit 6.5, driver 343.22, and ccminer.
## Update the system
sudo apt-get update && sudo apt-get -y dist-upgrade
# All the dependencies for Cuda & ccminer (I think)
sudo apt-get -y install gcc g++ build-essential automake linux-headers-$(uname -r) git gawk libcurl4-openssl-dev libjansson-dev xorg libc++-dev libgmp-dev python-dev