metal3d

# -*- encoding: utf-8 -*-
""" threadpool module, export ThreadPool class that is a non blocking
Thread Queue. Most important is that ThreadPool.add_task runs
asychroniousally. This method doesn't block process.

Example:
    p = ThreadPool(2)
    p.add_task(f1, arg1, arg2, test=False)
    p.add_task(f1, arg2, arg3, test=False)
    p.add_task(f1, arg4, arg5, test=True)

metal3d

metal3d

// Proposes to draw gonum plot on Jupyter using
// the fantastic lgo kernel
package jplot

// You may save that file in $GOPATH/src/jplot/jplot.go

import (
	"bytes"

	"github.com/yunabe/lgo/core"

metal3d

metal3d

from sagemaker.predictor import RealTimePredictor
from sagemaker.predictor import json_serializer

# get the name in SageMaker interface and put it there
endpoint = 'name of your endpoint'

# you can use other serializer, or none if you are able
# to get data in binary format
predictor = RealTimePredictor(endpoint, serializer=json_serializer)

metal3d

import sagemaker as sage
import boto3
from sagemaker import get_execution_role

role = get_execution_role()
sess = sage.Session()

account = sess.boto_session.client('sts').get_caller_identity()['Account']
region = sess.boto_session.region_name # or setup the region by hand

metal3d

apiVersion: "nuclio.io/v1beta1"
kind: "Function"
spec:
  runtime: "python:3.6"
  handler: main:handler
  minReplicas: 1
  maxReplicas: 1
  build:
    baseImage: python:3.6-jessie

metal3d

from IPython.display import HTML, display
import cv2 as cv
import os
import matplotlib.pyplot as plt

def make_prediction(model, movie, nframe, classes, shape=(224, 224), nchan=3):
    video = cv.VideoCapture(movie)
    frames = []
    while True:
        grabbed, frame = video.read()

metal3d

import tensorflow as tf
import numpy as np
from IPython.display import clear_output, Image, display, HTML

def strip_consts(graph_def, max_const_size=32):
    """Strip large constant values from graph_def."""
    strip_def = tf.GraphDef()
    for n0 in graph_def.node:
        n = strip_def.node.add() 
        n.MergeFrom(n0)

metal3d