Qfl3x

NOTE: commands and UI are deprecated

Content:

• Negative Engineering
• What is workflow orchestration?
• Introduction to Prefect 2.0
• First Prefect flow and Basics

Workflow Orchestration

aquadzn

sandys

why this code ?

• tiangolo/full-stack-fastapi-template#104
• tiangolo/fastapi#551

P.S. How to quickly run postgres (using docker)

nuzrub

# Author: Ygor Rebouças
# 


### The Training Loop
#
# 0) Imports
import tensorflow as tf
import numpy as np

mats-claassen

import numpy as np
import tensorflow as tf
from PIL import Image
from tensorflow import keras
import coremltools
import tfcoreml as tf_converter
import tensorflow.keras.backend as K
import datetime
import os
from tensorflow.python.framework import graph_io

dkohlsdorf

leonid-s-usov

//
//  RecordAudio.swift
//
//  This is a Swift class (updated for Swift 5)
//    that uses the iOS RemoteIO Audio Unit
//    to record audio input samples,
//  (should be instantiated as a singleton object.)
//
//  Created by Ronald Nicholson on 10/21/16.
//  Copyright © 2017,2019 HotPaw Productions. All rights reserved.

dkohlsdorf

import numpy as np
import matplotlib.pyplot as plt
import tensorflow as tf
import tensorflow.keras.layers as layers
import tensorflow.keras.losses as loss
import tensorflow_datasets.public_api as tfds

from sys import argv
from random import Random
from os import walk

chaohuang

from collections import defaultdict
from keras.callbacks import Callback

class WRWDScheduler(Callback):
    """Warm restart scheduler for optimizers with decoupled weight decay
    
    This Keras callback should be used with TensorFlow optimizers 
    with decoupled weight decay, such as tf.contrib.opt.AdamWOptimizer
    or tf.contrib.opt.MomentumWOptimizer. Warm restarts include 
    cosine annealing with periodic restarts for both learning rate 

caisq

Custom Layers in TensorFlow.js (Stateful, Configurable, and Serializable)

A Pen by Shanqing Cai on CodePen.

License.