rain-1

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

dkuku

Neural network from scratch in ... Elixir

Pure Elixir initial version test

inputs = [1, 2, 3, 2.5]
weights = [0.2, 0.8, -0.5, 1.0]
bias = 2.0

godDLL

Time Log Fish

Download Latest v0.4  |  USAGE demo  |  HackerNews  |  Wiki/Docs  |  Bugs & Suggestions

A utility to automatically time-stamp and edit a work-log, or what have you.
It's like a task list, a "done list" that can be saved.
Has a handy calculator built-in.

Plays nice with terminal themes.

Alir3z4

import os
import pickle
import warnings

import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split
from tensorflow.keras.callbacks import EarlyStopping
from tensorflow.keras.layers import Dense
from tensorflow.keras.layers import Dropout

cblavier

const Hooks = { ViewportResizeHooks}

const connectLiveSocket = () => {
  const csrfToken = document.querySelector("meta[name='csrf-token']").getAttribute('content')
  const liveSocket = new LiveSocket('/my_app/live', Socket, {
    params: {
      _csrf_token: csrfToken,
      viewport: {
        width: window.innerWidth,
        height: window.innerHeight

StevenACoffman

What's the diff between phabricator and github?

Phabricator’s and github’s usage of git is very different. With github you are always pushing new commits, but with phabricator you should never push (except when updating a deploy branch from master). You are better off pretending that we don't actually use git, and that the Khan Academy recommended Phabricator workflow is a series of inscrutable magic incantations that must be meticulously performed or you'll release Ẕ̶̨̫̹̌͊͌͑͊̕͢͟a̡̜̦̝͓͇͗̉̆̂͋̏͗̍ͅl̡̛̝͍̅͆̎̊̇̕͜͢ģ̧̧͍͓̜̲͖̹̂͋̆̃̑͗̋͌̊̏ͅǫ̷̧͓̣͚̞̣̋̂̑̊̂̀̿̀̚͟͠ͅ.

If you are still irrationally stubborn, like I am, and really want to continue using the familiar and universal-outside-khan git workflow, then since you will be fighting the Khan tools you need to be firm and unambiguous in communicating to phabricator what you want it to do.

My workflow is always:

1. Make a branch.
2. Make some changes

hl

defmodule Context do
  @moduledoc false

  defmacro __using__(opts) do
    repo = Keyword.fetch!(opts, :repo)

    quote do
      import Context, only: [context: 1, context: 2]

      Module.put_attribute(__MODULE__, :__repo__, unquote(repo))

patrickpissurno

-- This code is based on my other Gist "Simple linear regression in Javascript" (https://gist.github.com/patrickpissurno/ea0dc4039f075fbaf398619761bd9044)
-- There might be a more efficient way to do this in SQL

-- This function is resposible for computing the weights for the ax + b equation
CREATE OR REPLACE FUNCTION linear_regression(x_array decimal(15,2)[], y_array decimal(15,2)[]) RETURNS decimal(15,2)[] AS $$
	DECLARE
		slope decimal(15,2);
		intercept decimal(15,2);
		
		n integer;

joshnuss

# Preloading usually required an extra query.
# To do it in one query, a `join` is needed, and the call to `preload` needs to know the name of join
# This macro does both the `join` and `preload` together
defmodule Preloader do
  import Ecto, only: [assoc: 2]
  alias Ecto.Query.Builder.{Join, Preload}

  defmacro preload_join(query, association) do
    expr = quote do: assoc(l, unquote(association))
    binding = quote do: [l]

JoeyBurzynski

58 bytes of CSS to look great nearly everywhere

When making this website, i wanted a simple, reasonable way to make it look good on most displays. Not counting any minimization techniques, the following 58 bytes worked well for me:

main {
  max-width: 38rem;
  padding: 2rem;
  margin: auto;
}