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@xdralex
xdralex / checklist.md
Created April 19, 2021 13:39
ML/DL/CS Checklist

Deep Learning

concepts

  • forward and backward propagation
  • vanishing gradient
  • image convolution operation
  • feature map, filter/kernel
  • receptive field
  • embedding
  • translation invariance
@akehrer
akehrer / sqlite_to_json.sql
Created January 9, 2018 19:58
SQLite Results as JSON using the SQLite JSON1 extension
-- When SQLite is compiled with the JSON1 extensions it provides builtin tools
-- for manipulating JSON data stored in the database.
-- This is a gist showing SQLite return query data as a JSON object.
-- https://www.sqlite.org/json1.html
-- An example table with some data
CREATE TABLE users (
id INTEGER PRIMARY KEY NOT NULL,
full_name TEXT NOT NULL,
email TEXT NOT NULL,
@folex
folex / awslist
Last active July 7, 2021 12:05
Opens ssh connections to aws or digitalocean host which starts with $1. Save as `awslist` or `dolist` for AWS and DO respectively.
#!/bin/bash
name=""
REGION="eu-central-1"
LISTONLY=false
SHOULDFORWARD=false
OSNAME=`uname`
TITLE="Name PublicIP PrivateIP InstanceType InstanceId PlacementGroup Purpose"