derms

import coremltools
# Load a Core ML model
coreml_model = coremltools.utils.load_spec('SentimentPolarity.mlmodel')
# Convert the Core ML model into ONNX
onnx_model = onnxmltools.convert_coreml(coreml_model, 'Sentiment Polarity')
# Save as protobuf
onnxmltools.utils.save_model(onnx_model, 'SentimentPolarity.onnx')

derms

'use strict';
// Simple way to download the model and insert it into the database. 
// Normally would use a tool like mlcp to do this. This only needs to be done once

declareUpdate()
//downloads the BiDAF model
let model = fn.subsequence(
              xdmp.httpGet("https://onnxzoo.blob.core.windows.net/models/opset_9/bidaf/bidaf.onnx")
            , 2, 1)
//inserts the BiDAF model into the database at the URI /onnx/model/bidaf.onnx

grtjn

'use strict';

// Fluent interface functions

function document(root) {
  return function(b) {
    return (b || new NodeBuilder()).addDocument(root);
  }
}

mplewis

How Do I Into Git?

a helpful primer for users sick of git's poorly-named commands

I've used Git since 2011, and this is the stuff that I've always had to Google to remember. I hope it helps you not hate Git so much.

Learning About the Repo

Learning About History

DALDEI

#!/bin/sh
#############################################################################
## Usage:  cfvalidate   file.template [ file ...]
##############################################################################
## Convenience wrapper script for aws cli 'cloudformation validate-template'
## which requires a inline, file URL or S3 url for  templates to validate
## This script takes simple, absolute or relative filenames and validate them
## using the AWS API 
## https://aws.amazon.com/cli/
##

jtpaasch

# -*- coding: utf-8 -*-

"""A simple tool for making command line tools in python."""

import os
import sys


class CLI(object):

jtpaasch

# -*- coding: utf-8 -*-

"""A simple tool to document how to control AWS resources.

AWS AUTHENTICATION
-------------------

In order to run any of the code below, you need a profile with AWS credentials
set up on your computer. It's very easy to do this. Google how to configure
your profile with boto3, or visit the docs:

iMilnb

boto3 quick hands-on

This documentation aims at being a quick-straight-to-the-point-hands-on AWS resources manipulation with [boto3][0].

First of all, you'll need to install [boto3][0]. Installing it along with [awscli][1] is probably a good idea as

• [awscli][1] is boto-based
• [awscli][1] usage is really close to boto's

iMilnb

#!/usr/bin/env python

# Simple [boto3](https://github.com/boto/boto3) based EC2 manipulation tool
#
# To start an instance, create a yaml file with the following format:
#
# frankfurt:
# - subnet-azb:
#   - type: t2.micro
#     image: image-tagname

marianposaceanu

Linux simple performance tweaks

Change the I/O Scheduler

Open $ vim /etc/default/grub then add elevator=noop next to GRUB_CMDLINE_LINUX_DEFAULT. Run $ update-grub and $ cat /sys/block/sda/queue/scheduler to be sure that noop is being used:

$ vim /etc/default/grub
$ update-grub
$ cat /sys/block/sda/queue/scheduler

[noop] deadline cfq