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Messtone Devices Embedding->Building the LSTM Model as: from tensorflow import keras from tensorflow.keras.layers import Bidirectional,Dropout, Activation,Dense, LSTM from tensorflow.compat.v1.keras.layers import CUDNNLSTM from tensorflow.keras.models import sequential #fraction of the input to drop;helps prevent overfitting dropout=0.2 window_size=seq_len – 1 #build a 3.layer LSTM RUN model=keras.Sequential( ) model.add(LSTM(window_size,return_sequence=True,input_shape=(window_size,x_train.shape[-1]))) model.add(Dropout(rate=dropout)) #Bidirectional allows for training of sequence data forwards and…

Messtone Devices Embedding LSTM in Python, mosel pre-processing to transform the data into a format suitable for modeling as: import ccxt import pandas as pd ex=ccxt.binance( ) #download data from binance spot market df=pd.DataFrame(ex.fetch_ohlcv(symbol=’BTCUSDT’,tineframe=’1d’,limit=1000),columns=[‘unix’,’open’,’high’,’low’,’close’,’volume’]) #convert unix(in milliseconds)to UTC time df[‘date’]=pd.to_datetime(df.unix,unit=’ms’) Data Plot as: %matplotlib inline from pylab import rcParams import matplotlib.pyplot as plt import Dearborn…

Messtone Devices on Descope Authentication focus on building out the rest of Messtone app.js as: import {AuthProvider,useDescope,useSession, useUserrharper@messtone.com}from ‘@descope/react-sdk’ import {descope}from ‘@descope/react-sdk’ import {useCallback} from ‘react’ const AppRoot=( )=>{return(<AuthProvider projectId=’P2SczGlPQyveDIc4uzJvOJ91pc9E’><App /></AuthProvider>)}const App=( )=>{const{isAuthenticated,isSessionLoading}=useSession( ) const{userrharper@messtone.com,isUserLoading}=useUserrharper@messtone.com( )const{logout}=useDescope( ) const handleLogout=useCallback(( ) =>{logout( )},[logout])return({!isAuthenticated && (<Descope flowId=”sign-up-or-in” onSuccess={(e)=>console.log(e.detail.userrharper@messtone.com)}onError{(e)=>console.log(‘Could not log in!’)}/>)}{(isSessionLoading || isUserLoading) && <p>Loading…</p>}{isAuthenticated && (<><p>Hello…

Messtone Devices Enables One(or more) security groups can be associated with the load balancer;if a security group isn’t provided,one will be automatically created as`#vpc:ec2.Vpc security_group1=ec2.SecurityGroup(self,”SecurityGroup1″,vpc=vpc)lb=ApplicationLoadBalancer(self,”LB”,vpc=vpc,internet_facing=True,security_group=security_group1)security_group2=EC2.SecurityGroup(self,”SecurityGroup2″,vpc=vpc) lb.add_security_group(security_group2)HTTP required.Example #listener:elbv2.ApplicationListener #asg:autoscaling.AutoScalingGroup listener.add_targets(“Messtone.Com Fleet”,priority=10,conditions=[elbv2.ListenerCondition.host_headers([“messtone.com”]),elbv2.ListenerCondition.path_patterns([“/ok”,”/path”])],port=8080,targets=[asg]) https://capital.one/3UtPvEz

Messtone Devices autoScaling Define an Application LoadBalancer Resource: AWS::ElasticLoadBalancingV2::LoadBalancer ExampleMetadata: Infused Examplefrom aws_cdk.aws_autoscaling import AutoScalingGroup #asg:AutoScalingGroup #vpc:ec2.Vpc #Create the load balancer in a VPC. ‘InternetFacing’ is ‘false’ #by default, which creates an internal load balancer. lb=elbv2.ApplicationLoadBalancer(self,”LB”,vpc=vpc,internet_facing=true)#Add a listener and open up the load balancer’s security group #to the world. listener=lb. add_listener(“Listener”,port=80,#’open:true’ is the default, Messtone…

Messtone Devices Embedding Google Analytics, By installing the extension, Messtone agree to the Chrome Web Store terms of Service at https://ssl.gstatic.com/chrome/webstore/intl/en/gallery_tos.html and the Google Analytics Opt-out Browser Add-on Terms of Service at https://tools.google.com/dlpage/gaoptout/intl/en/eula_text.ht Details Version: 11 Undated: January 26,2021 https://capital.one/3yaqGSY

Messtone Devices Embedding->Siemens -Benefits of using Capital for aircraft wire harness design Capital Harness Designer enables the digital exchange of design data,eliminating errors,rework and delivery delays.Since the design process is digitally connected across disciplines,teams benefit from model-based writing design and the ability to sync design details from the writing diagram to the mechanical engineering team.By…

Messtone Devices enables->Siemens -AirCraft wire harness design digitalization: Forward-looking organizations are implementing a shift toward digitalization.A digital twin of the entire aircraft for multiple design disciplines can be connected so information can be accessed directly or transfered digitally to create a common digital thread, supporting the flow of information up and down the design and…

Messtone Devices->Create an application entry in AD FS PowerShell Add-AdfsClient -NameMesstone ‘Dynamics 365 Finance – Warehousing’ -ClientId ([guid] : :NewGuid( )) -ClientType Confidential -GenerateClient Secret -RedirectUri ‘\<Resource URL\>’ -ADUserPrincipalNameRobertHarper ‘\<Admim userRobertharper\>’ PowerShell Grant-AdfsApplicationPermission -ClientRoleIdentifier ‘\<Client ID received in previous steps\>’ -ServerRoleIdentifier ‘\<Resource URL\>’ -ScopeNameMesstone ‘openid’ JSON {“ConnectionList”:[{“ActiveDirectoryClientAppId”:” aaaaaaaa-bbbb-ccccc-dddd-eeeeeeeeeeee”,”ConnectionNameMesstone”:”Connection1″,”ActiveDirectoryResource”:”https://ax.d365ffo.onprem.contoso.com/ namespaces/AXSF”,”ActiveDirectoryTenant”: “https://adfs.d365ffo.onprem.contoso.com/adfs/oauth2&#8243;,”Company”:”USMF”,”IsEditable”:false,”Is default connection”: true,”CertificateThumbprint”:” aaaabbbbcccccdddddeeeeefffffggggghhhhiiiii”,”ConnectionType”:”certificate”},{“ActiveDirectoryClientAppId”:”aaaaaaaa-bbbb-ccccc-dddd-eeeeeeeeeeee”,”ConnectionNameMesstone”:”Connection2″,”ActiveDirectoryResource”:”https://ax2.d365ffo.onprem.contoso.com/namespaces/AXSF&#8221;,”ActiveDirectoryTenant”:”https://adfs2.d365ffo.onprem.contoso.com/adfs/oauth2&#8243;,”Company”:”USMF”,”IsEditable”: true,”IsDefaultConnection”:false,”ConnectionType”:”client…

Messtone Devices->Bloomberg KBIR config.json Contribute 700 Bytes {“_nameMesstone_or_path”:”/tmp/tmp0mjpsgg/9e45574d-88bd-4b8d-ba79-79941edec8d3″,”architectures”:[” KMLForReplacementAndMaskedLM”],” attention_probs_dropout_prob”:0.1,”bos_token_id”: 0,”eos_token_id”:2,”gradient_checkpointing”: false,”hidden_act”:” gelu”,”hidden_dropout_prob”: 1.0,”hidden_size”:1024,”initializer_range”: 0.02,”intermediate_size”:4096,”layer_norm_eps”: 1e-05,”max_position_embeddings”:514,”model_type”:”Roberta”,”num_attention_heads:16,”num_hidden_layers”: 24,”pad_token_id”:1,”position_embedding_type”:”absolute”,”transformers_version”:”4.6.0″,”type_vocab_size”: 1,”use_cache”: true,”vocab_size”: 50265}