Rida Al Barazi rbarazi

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.

Switching from Atom to VS Code

Install Extensions
Keyboard Shortcuts
Command Palette Commands
Misc.
Adding Language Specific Editor Rules

UPDATE a fork of this gist has been used as a starting point for a community-maintained "awesome" list: machine-learning-with-ruby Please look here for the most up-to-date info!

Resources for Machine Learning in Ruby

Gems

liblinear-ruby: Ruby interface to LIBLINEAR using SWIG

General Background and Overview

Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
Models and Issues in Data Stream Systems
Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
[Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t

Models, Roles, Decorators, and Interactions

A modest alternative to DCI that might be worth further thought

One of the problems with advancing the discussion on DCI is that we lack a comparable alternative pattern that has the same goals, but favors a low ceremony approach. The closest thing we have to that is Rails concerns, but they are more like distant relatives of the DCI concepts rather than first cousins, and that makes comparisions between the two approaches not especially fruitful.

I am considering the idea of experimenting with my own paradigm that captures the intent and purity of DCI, but with the convenience of concerns. Please note that this is just the starting point of a conversation, it is NOT a promise of comercially available cold fusion or a cure for cancer. It's just a gist with an idea on it I'd like to hear your thoughts on.

What if we had a top-level topology that was split into Models, **Rol

	# Run a python script using FB Prophet in a Docker container
	# Build image: docker build -f Dockerfile-Debian -t forecast:R1 .

	FROM python:3.4.6-wheezy
	MAINTAINER Stefan Proell <[email protected]>

	RUN apt-get -y update && apt-get install -y \
	python3-dev \
	libpng-dev \
	apt-utils \

	1 - Create a private GitHub/Bitbucket or similar git repo. Here I assume the repo is:

	https://github.com/calkan/bash_history.git

	2 - Create .history directory and initialize it for the repo:

	mkdir $HOME/.history
	cd $HOME/.history
	git init
	touch README.md

	# Hack for Capybara to use SSL connections using selenium.
	#
	### Usage:
	# Require this from rails_helper.rb
	#
	### Steps to generate a SSL certificate on a Linux box:
	# 0. Starting from 'Rails.root'
	# 1. Generate private key. Type in some password.
	# $ openssl genrsa -des3 -out private.key 4096
	# 2. Generate certificate sign request

	def select2 text, options
	page.find("#s2id_#{options[:from]} a").click
	find(:xpath, "//body").find("input.select2-input").set(text)
	page.execute_script(%\|$("input.select2-input:visible").keyup();\|)
	find(:xpath, '//body').find('ul.select2-results li', text: text).click
	end

	---
	- name: install rb-installer
	action: shell curl https://raw.github.com/fesplugas/rbenv-installer/master/bin/rbenv-installer \| bash

	- name: update PATH in ~/.bash_profile for rb-env
	action: lineinfile dest=/home/$user/.bash_profile line=export\ PATH="$HOME/.rbenv/bin:$PATH" regexp=PATH.*rbenv

	- name: add rb-env init to ~/.bash_profile
	action: lineinfile dest=/home/$user/.bash_profile line='eval "$(rbenv init -)"' regexp=eval.*rbenv