williamardianto’s gists

williamardianto / orderbook.py

Created August 25, 2024 15:08

	from enum import Enum
	from typing import List
	from dataclasses import dataclass, field

	class OrderType(Enum):
	LIMIT = 1
	STOP = 2
	MARKET = 3

	@dataclass

williamardianto / click.py

Created July 12, 2024 05:55

	import pyautogui
	import time
	from datetime import datetime, timedelta
	import random
	import argparse
	import os

	def auto_click(duration):
	"""
	Automatically clicks the mouse at random intervals for a specified duration.

williamardianto / redis.py

Created January 19, 2024 06:32

Redis with connection pool setup

	import redis

	POOL = redis.ConnectionPool(host='localhost', port=6379, db=0, decode_responses=True)

	r = redis.Redis(connection_pool=POOL)

williamardianto / signature.py

Created January 16, 2024 09:08

Python create HMAC signature

	from collections import OrderedDict
	import hmac
	import time
	import hashlib
	import requests
	from urllib.parse import urlencode

	token = "helloworld"
	payload = {'ravi': '10', 'rajnish': '9',
	'sanjeev': '15', 'yash': '2', 'suraj': '32'}

williamardianto / frontapp.vue

Last active March 3, 2022 17:16

Vue Page

	<template>
	<div>
	<!-- <v-flex v-for="c in conversations" :key="c.id">
	<v-card>
	{{c[0].id}}
	</v-card>
	</v-flex>
	<p>token: {{ token }}</p> 0-->
	<div class="text-center"></div>
	<v-progress-circular

williamardianto / FlowerClassificationTransferLearning.java

Created March 2, 2021 09:46

Flower Classification Transfer Learning

	package ai.certifai.solution.classification;

	import org.datavec.api.io.filters.RandomPathFilter;
	import org.datavec.api.io.labels.ParentPathLabelGenerator;
	import org.datavec.api.split.FileSplit;
	import org.datavec.api.split.InputSplit;
	import org.datavec.image.loader.BaseImageLoader;
	import org.datavec.image.recordreader.ImageRecordReader;
	import org.deeplearning4j.core.storage.StatsStorage;
	import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;

williamardianto / FlowerClassification.java

Created March 2, 2021 04:46

DL4J Flower Classification

	package ai.certifai.solution.classification;

	import org.datavec.api.io.filters.RandomPathFilter;
	import org.datavec.api.io.labels.ParentPathLabelGenerator;
	import org.datavec.api.split.FileSplit;
	import org.datavec.api.split.InputSplit;
	import org.datavec.image.loader.BaseImageLoader;
	import org.datavec.image.recordreader.ImageRecordReader;
	import org.deeplearning4j.core.storage.StatsStorage;
	import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;

williamardianto / PalmOil.java

Created November 29, 2020 07:28

PalmOil DL4J

	package ai.certifai.solution.datavec.loadimage;

	import org.datavec.api.io.filters.BalancedPathFilter;
	import org.datavec.api.io.filters.RandomPathFilter;
	import org.datavec.api.io.labels.ParentPathLabelGenerator;
	import org.datavec.api.split.FileSplit;
	import org.datavec.api.split.InputSplit;
	import org.datavec.image.loader.BaseImageLoader;
	import org.datavec.image.recordreader.ImageRecordReader;
	import org.deeplearning4j.datasets.datavec.RecordReaderDataSetIterator;

williamardianto / pytorch_vision.sh

Last active October 7, 2020 03:49 — forked from abishekmuthian/pytorch_vision_spacy_torchtext_jetson_nano.sh

Installing PyTorch and torchvision

	#!/bin/bash

	# This script will install pytorch, torchvision, torchtext and spacy on nano.
	# If you have any of these installed already on your machine, you can skip those.

	sudo apt-get -y update
	sudo apt-get -y upgrade
	#Dependencies
	sudo apt-get install python3-setuptools

williamardianto / ResnetPretraining.java

Created June 23, 2020 08:59

Resnet Pretraining

	package global.skymind.solution.classification.transferlearning;

	import global.skymind.solution.classification.DogBreedDataSetIterator;
	import org.deeplearning4j.nn.conf.layers.DenseLayer;
	import org.deeplearning4j.nn.conf.layers.OutputLayer;
	import org.deeplearning4j.nn.graph.ComputationGraph;
	import org.deeplearning4j.nn.transferlearning.FineTuneConfiguration;
	import org.deeplearning4j.nn.transferlearning.TransferLearning;
	import org.deeplearning4j.nn.weights.WeightInit;
	import org.deeplearning4j.optimize.listeners.ScoreIterationListener;

William Ardianto williamardianto