devonartis

from config import PATHS, MODEL_PATH, PREDICTIONS_CSV, ADVERSARIAL_PREDICTIONS_CSV
import sys
import tensorflow as tf
import cv2
import numpy as np
import pandas as pd
from tqdm import tqdm

def verify_setup():
    """

devonartis

# Installation Guide



## System Requirements

### Hardware
- Apple Silicon Mac (M1/M2/M3)
- Minimum 16GB RAM recommended
- SSD storage recommended

devonartis

"""
Training script for hate content detection model
"""

import pandas as pd
import tensorflow as tf
from utils import ImageProcessor, SimpleMetalKMeans

def train():
    """Main training function"""

devonartis

// SPDX-License-Identifier: GPL-3.0

pragma solidity >=0.7.0 <0.9.0;

contract Lottery {
    
    address public manager;
    address[] public players;
    
    

devonartis

pragma solidity ^0.6.7;

import "@chainlink/contracts/src/v0.6/interfaces/AggregatorV3Interface.sol";

contract PriceConsumerV3 {

    AggregatorV3Interface internal priceFeed;

    /**

devonartis

{"valueParameterDescriptions":[["Price","Amount of Lovelace to be paid by the *Buyer* for the item."]],"slotParameterDescriptions":[["Buyer's deposit timeout","Deadline by which the *Buyer* must deposit the selling *Price* in the contract."],["Buyer's dispute timeout","Deadline by which, if the *Buyer* has not opened a dispute, the *Seller* will be paid."],["Seller's response timeout","Deadline by which, if the *Seller* has not responded to the dispute, the *Buyer* will be refunded."],["Timeout for arbitrage","Deadline by which, if the *Arbiter* has not resolved the dispute, the *Buyer* will be refunded."]],"roleDescriptions":[["Arbiter","The party that will choose who gets the money in the event of a disagreement between the *Buyer* and the *Seller* about the outcome."],["Buyer","The party that wants to buy the item. Payment is made to the *Seller* if they acknowledge receiving the item."],["Seller","The party that wants to sell the item. They receive the payment if the exchange is uneventful."]],"contractTy

devonartis

{"valueParameterDescriptions":[["Collateral amount","The amount of Lovelace to be deposited by both parties at the start of the contract to serve as an incentive for collaboration."],["Price","The amount of Lovelace to be paid by the *Buyer* as part of the exchange."]],"slotParameterDescriptions":[["Collateral deposit by seller timeout","The deadline by which the *Seller* must deposit the *Collateral amount* in the contract."],["Deposit of collateral by buyer timeout","The deadline by which the *Buyer* must deposit the *Collateral amount* in the contract."],["Deposit of price by buyer timeout","The deadline by which the *Buyer* must deposit the *Price* in the contract."],["Dispute by buyer timeout","The deadline by which, if the *Buyer* has not opened a dispute, the *Seller* will be paid."],["Seller's response timeout","The deadline by which, if the *Seller* has not responded to the dispute, the *Buyer* will be refunded."]],"roleDescriptions":[["Buyer","The party that pays for the item on sale."],["Seller","T

devonartis

{"valueParameterDescriptions":[["Price","Amount of Lovelace to be paid by the *Buyer* for the item."]],"slotParameterDescriptions":[["Buyer's deposit timeout","Deadline by which the *Buyer* must deposit the selling *Price* in the contract."],["Buyer's dispute timeout","Deadline by which, if the *Buyer* has not opened a dispute, the *Seller* will be paid."],["Seller's response timeout","Deadline by which, if the *Seller* has not responded to the dispute, the *Buyer* will be refunded."],["Timeout for arbitrage","Deadline by which, if the *Arbiter* has not resolved the dispute, the *Buyer* will be refunded."]],"roleDescriptions":[["Arbiter","The party that will choose who gets the money in the event of a disagreement between the *Buyer* and the *Seller* about the outcome."],["Buyer","The party that wants to buy the item. Payment is made to the *Seller* if they acknowledge receiving the item."],["Seller","The party that wants to sell the item. They receive the payment if the exchange is uneventful."]],"contractTy

devonartis

{"valueParameterDescriptions":[["Collateral amount","The amount of Lovelace to be deposited by both parties at the start of the contract to serve as an incentive for collaboration."],["Price","The amount of Lovelace to be paid by the *Buyer* as part of the exchange."]],"slotParameterDescriptions":[["Collateral deposit by seller timeout","The deadline by which the *Seller* must deposit the *Collateral amount* in the contract."],["Deposit of collateral by buyer timeout","The deadline by which the *Buyer* must deposit the *Collateral amount* in the contract."],["Deposit of price by buyer timeout","The deadline by which the *Buyer* must deposit the *Price* in the contract."],["Dispute by buyer timeout","The deadline by which, if the *Buyer* has not opened a dispute, the *Seller* will be paid."],["Seller's response timeout","The deadline by which, if the *Seller* has not responded to the dispute, the *Buyer* will be refunded."]],"roleDescriptions":[["Buyer","The party that pays for the item on sale."],["Seller","T

devonartis

node {
    def app
    def commit_id

    environment 
    {
       
        ECRURL = 'http://xxxxx.dkr.ecr.us-east-1.amazonaws.com/node'
        
    }