| """ | |
| Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy) | |
| BSD License | |
| """ | |
| import numpy as np | |
| # data I/O | |
| data = open('input.txt', 'r').read() # should be simple plain text file | |
| chars = list(set(data)) | |
| data_size, vocab_size = len(data), len(chars) |
| """ Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """ | |
| import numpy as np | |
| import cPickle as pickle | |
| import gym | |
| # hyperparameters | |
| H = 200 # number of hidden layer neurons | |
| batch_size = 10 # every how many episodes to do a param update? | |
| learning_rate = 1e-4 | |
| gamma = 0.99 # discount factor for reward |
| """ | |
| The most atomic way to train and run inference for a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
If you're thinking of running OpenClaw on your main PC, I'd strongly suggest using a VPS instead. Anything you can do on your PC, OpenClaw will be able to do on your PC, which is extremely risky if you have personal info on it.
A VPS is essentially just a fresh virtual PC. That way you're not risking any of your personal data and the VPS runs 24/7 so you'll have access to the bot whenever you want. It's also much cheaper than spending hundreds of dollars on a dedicated device like a Mac Mini.
| Add-Type -AssemblyName System.Windows.Forms | |
| while ($true) | |
| { | |
| $Pos = [System.Windows.Forms.Cursor]::Position | |
| $x = ($pos.X % 500) + 1 | |
| $y = ($pos.Y % 500) + 1 | |
| [System.Windows.Forms.Cursor]::Position = New-Object System.Drawing.Point($x, $y) | |
| Start-Sleep -Seconds 10 | |
| } |
Installation: 1- Explain how Go path works? 2- What are the benefits of Go Module (reference its commands)?
Concurrency: 1- Explain Concurrency & when to use it? 2- How would you allow communication between goroutines in Go? 3- How would you manage their access to resources?
| import System; | |
| import System.Windows.Forms; | |
| import Fiddler; | |
| // INTRODUCTION | |
| // This is the FiddlerScript Rules file, which creates some of the menu commands and | |
| // other features of Fiddler. You can edit this file to modify or add new commands. | |
| // | |
| // The original version of this file is named SampleRules.js and it is in the | |
| // \Program Files\Fiddler\ folder. When Fiddler first starts, it creates a copy named |
| //https://gist.github.com/1368507 | |
| import System; | |
| import System.Windows.Forms; | |
| import Fiddler; | |
| import System.Text.RegularExpressions; | |
| // INTRODUCTION | |
| // This is the FiddlerScript Rules file, which creates some of the menu commands and | |
| // other features of Fiddler. You can edit this file to modify or add new commands. |
| Reference: http://demon.tw/my-work/vbs-json.html | |
| VbsJson class for parsing JSON format data with VBS | |
| Tags: JavaScript , JSON , VB , VBS , VBScript | |
| Title: The VBS resolve VbsJson class of JSON data format of: Demon | |
| Link: http://demon.tw/my-work/vbs-json.html | |
| Copyright: All articles in this blog are subject to the terms of " Signature - Non-Commercial Use - Share 2.5 China in the Same Way ". |
Postman | API Development Environment https://www.getpostman.com
Insomnia REST Client - https://insomnia.rest/
| Features | Insomnia | Postman | Notes |
|---|---|---|---|
| Create and send HTTP requests | x | x | |
| Authorization header helpers | x | x | Can create "Authorization" header for you for different authentication schemes: Basic, Digest, OAuth, Bearer Token, HAWK, AWS |