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Pythoning

Loreto Parisi loretoparisi

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loretoparisi / fasttext_plus_continous_keras.py
Created February 1, 2018 10:56 — forked from nlothian/fasttext_plus_continous_keras.py
inp = Input(shape=(maxlen,), name="text_input") # featureized text comes in here
x = Embedding(embedding_matrix.shape[0], embed_size, weights=[embedding_matrix], trainable=True)(inp)
x = Dense(some_num_here, activation="relu")(x)
extra_data = Input(shape=(1,), name="extra_data") # your continous features comes in here
combined = concatenate([x, extra_data])
# maybe some ReLu + Dropout here
@loretoparisi
loretoparisi / ocr-shot.sh
Created March 18, 2018 23:02 — forked from pnc/ocr-shot.sh
#!/bin/bash
set -e
CONTENTS=$(tesseract -c language_model_penalty_non_dict_word=0.8 --tessdata-dir /usr/local/share/ "$1" stdout -l eng | xml esc)
hex=$((cat <<EOF
<?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">
@loretoparisi
loretoparisi / get_available_gpus.py
Created April 16, 2018 15:56 — forked from jovianlin/get_available_gpus.py
Get List of Devices in TensorFlow
from tensorflow.python.client import device_lib
def get_available_gpus():
local_device_protos = device_lib.list_local_devices()
return [x.name for x in local_device_protos if x.device_type == 'GPU']
get_available_gpus()
@loretoparisi
loretoparisi / registration-fields.php
Created July 22, 2018 14:52 — forked from anastis/registration-fields.php
WordPress registration fields. Tutorial code for https://www.cssigniter.com/how-to-add-custom-fields-to-the-wordpress-registration-form/
<?php
/*
Plugin Name: Custom Registration Fields
Plugin URI:
Description:
Version: 0.1
Author: CSSIgniter
Author URI:
License: GPLv2 or later
License URI: http://www.gnu.org/licenses/gpl-2.0.html
@loretoparisi
loretoparisi / mixout.py
Created January 10, 2020 20:22 — forked from stephenroller/mixout.py
Example of mixout on generic modules.
#!/usr/bin/env python3
"""
Example of a generic Mixout implementation. (Lee et al., 2019).
https://arxiv.org/abs/1909.11299
Implementation by Stephen Roller (https://stephenroller.com).
Example output:
@loretoparisi
loretoparisi / mixout.py
Created January 10, 2020 20:22 — forked from stephenroller/mixout.py
Example of mixout on generic modules.
#!/usr/bin/env python3
"""
Example of a generic Mixout implementation. (Lee et al., 2019).
https://arxiv.org/abs/1909.11299
Implementation by Stephen Roller (https://stephenroller.com).
Example output:
@loretoparisi
loretoparisi / ec2instances.md
Created April 10, 2020 16:30 — forked from julien-c/ec2instances.md
simple markdown table of AWS instance types with vCPU/RAM/price (us-east-1)
API Name Memory vCPUs Physical Processor Network Performance Linux On Demand cost Linux Reserved cost
a1.2xlarge 16.0 GiB 8 vCPUs AWS Graviton Processor Up to 10 Gigabit $148.92 monthly $93.80 monthly
a1.4xlarge 32.0 GiB 16 vCPUs AWS Graviton Processor Up to 10 Gigabit $297.84 monthly $187.61 monthly
a1.large 4.0 GiB 2 vCPUs AWS Graviton Processor Up to 10 Gigabit $37.23 monthly $23.43 monthly
a1.medium 2.0 GiB 1 vCPUs AWS Graviton Processor Up to 10 Gigabit $18.61 monthly $11.75 monthly
a1.metal 32.0 GiB 16 vCPUs AWS Graviton Processor Up to 10 Gigabit $297.84 monthly $187.61 monthly
a1.xlarge 8.0 GiB 4 vCPUs AWS Graviton Processor Up to 10 Gigabit $74.46 monthly $46.93 monthly
c1.medium 1.7 GiB 2 vCPUs Intel Xeon Family Moderate $94.90 monthly $66.43 monthly
@loretoparisi
loretoparisi / test.js
Created October 2, 2020 16:21
TFJS Test for EfficientDet Models
const fs = require('fs');
const path = require('path');
const log = require('@vladmandic/pilogger');
const tf = require('@tensorflow/tfjs');
const tfnode = require('@tensorflow/tfjs-node');
function getTensorFromImage(path) {
if (!fs.existsSync(path)) return null;
const data = fs.readFileSync(path);
const tfimage = tfnode.node.decodeImage(data);
@loretoparisi
loretoparisi / stripJSON.js
Created April 22, 2021 15:32 — forked from usmansbk/stripJSON.js
Recursively remove json keys in an array
/**
* @function stripJSON
* @desc - This function removes selected object keys
* @param {Object} json - JavaScript object to strip
* @param {Object[]} keys - array of selected keys (string)
* @return {Object} - deep copy of object without keys
*/
function stripJSON(json, keys) {
if (json === null || json === undefined) return json;
let obj = {}, key;
@loretoparisi
loretoparisi / index.html
Created November 19, 2021 22:53 — forked from Lakerfield/index.html
Print ZPL from browser
<!DOCTYPE html>
<html>
<head>
<title>Print Inventory Labels at Papa's</title>
<style>
* {
box-sizing: border-box;
}