Andrey Goncharov aigoncharov

Rockstar wannabe -> coding monkey at Meta -> ML-padawan at Skoltech

aigoncharov / nn_tests.py

Created March 9, 2025 17:13

Unit tests for HW2 P2T1 for ML course at Skoltech

	max_pooling = MaxPooling(kernel_size=2, stride=2)

	t_in = torch.tensor([[[[6, 2, 1, 3], [4, 8, 5, 7], [3, 1, 9, 2], [6, 5, 4, 0]]]])
	t_expected = torch.tensor([[[[8, 7], [6, 9]]]])
	assert max_pooling.forward(t_in).equal(t_expected)

	b_in = torch.tensor([[[[1, 2], [3, 4]]]])
	b_expected = torch.tensor([[[[0, 0, 0, 0], [0, 1, 0, 2], [0, 0, 4, 0], [3, 0, 0, 0]]]])
	assert max_pooling.backward(b_in).equal(b_expected)

aigoncharov / gist:b75f9108a40d290a06b17722eaf2ee0f

Last active September 6, 2024 05:44

Баньки у Сколтеха

aigoncharov / due_date_labels.css

Last active July 14, 2024 11:11 — forked from califa/due_date_labels.css

Obsidian Tasks due date labels

	/* Better task list alignment and spacing */
	.contains-task-list .task-list-item-checkbox {
	top: .5em !important;
	left: 0;
	position: absolute;
	}

	.plugin-tasks-query-result {
	padding-left: 0 !important;
	}

aigoncharov / nodejs-logging-made-right-6.js

Created February 28, 2019 20:56

	const controller = (req, res, next) => {
	loggerCls.info('Long live rocknroll!')
	// Logs something like
	// {"level":30,"time":1551385666046,"msg":"Long live rocknroll!","pid":25,"hostname":"eb6a6c70f5c4","traceID":"9ba393f0-ec8c-4396-8092-b7e4b6f375b5","v":1}
	}

aigoncharov / nodejs-logging-made-right-5.js

Created February 28, 2019 20:56

	const cls = require('cls-hooked')
	const uuidv4 = require('uuid/v4')

	const clsMiddleware = (req, res, next) => {
	// req and res are event emitters. We want to access CLS context inside of their event callbacks
	clsNamespace.bind(req)
	clsNamespace.bind(res)

	const traceID = uuidv4()
	const loggerWithTraceId = logger.child({ traceID })

aigoncharov / nodejs-logging-made-right-4.js

Created February 28, 2019 20:55

	const pino = require('pino')

	const logger = pino()
	const loggerCls = new Proxy(logger, {
	get(target, property, receiver) {
	// Fallback to our original logger if there is no child logger in CLS
	target = clsNamespace.get('loggerCls') \|\| target
	return Reflect.get(target, property, receiver)
	},
	})

aigoncharov / nodejs-logging-made-right-3.js

Created February 28, 2019 20:55

	const { createLogger, format, transports } = require('winston')

	const addTraceId = printf((info) => {
	let message = info.message
	const traceID = clsNamespace.get('taceID')
	if (traceID) {
	message = `[TraceID: ${traceID}]: ${message}`
	}
	return message
	})

aigoncharov / nodejs-logging-made-right-2.js

Created February 28, 2019 20:54

	const controller = (req, res, next) => {
	const traceID = clsNamespace.get('traceID')
	}

aigoncharov / nodejs-logging-made-right-1.js

Created February 28, 2019 20:54

	const cls = require('cls-hooked')
	const uuidv4 = require('uuid/v4')

	const clsNamespace = cls.createNamespace('app')

	const clsMiddleware = (req, res, next) => {
	// req and res are event emitters. We want to access CLS context inside of their event callbacks
	clsNamespace.bind(req)
	clsNamespace.bind(res)

aigoncharov / class-based-reducers-7.js

Created February 11, 2019 19:50

Reducer organization - taking a step further

	// We move that generic code to a dedicated module
	import { Action, createClassReducer } from 'utils/reducer-class'

	const actionTypeJediCreateInit = 'jedi-app/jedi-create-init'
	const actionTypeJediCreateSuccess = 'jedi-app/jedi-create-success'
	const actionTypeJediCreateError = 'jedi-app/jedi-create-error'

	class ReducerJedi {
	// Take a look at "Class field delcaratrions" proposal, which is now at Stage 3.
	// https://github.com/tc39/proposal-class-fields