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@rain-1
rain-1 / LLM.md
Last active May 5, 2024 07:13
LLM Introduction: Learn Language Models

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.

@jayant91089
jayant91089 / leetcode-bloomberg.md
Last active April 15, 2024 14:25
Answers to leetcode questions tagged 'Bloomberg'

121 Best Time to Buy and Sell Stock

Say you have an array for which the ith element is the price of a given stock on day i.

If you were only permitted to complete at most one transaction (ie, buy one and sell one share of the stock), design an algorithm to find the maximum profit.

Example 1: Input: [7, 1, 5, 3, 6, 4] Output: 5

@mjdietzx
mjdietzx / waya-dl-setup.sh
Last active March 13, 2024 15:08
Install CUDA Toolkit v8.0 and cuDNN v6.0 on Ubuntu 16.04
#!/bin/bash
# install CUDA Toolkit v8.0
# instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network))
CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb"
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG}
sudo dpkg -i ${CUDA_REPO_PKG}
sudo apt-get update
sudo apt-get -y install cuda

This document has moved!

It's now here, in The Programmer's Compendium. The content is the same as before, but being part of the compendium means that it's actively maintained.

NLTK API to Stanford NLP Tools compiled on 2015-12-09

Stanford NER

With NLTK version 3.1 and Stanford NER tool 2015-12-09, it is possible to hack the StanfordNERTagger._stanford_jar to include other .jar files that are necessary for the new tagger.

First set up the environment variables as per instructed at https://github.com/nltk/nltk/wiki/Installing-Third-Party-Software

@bignimbus
bignimbus / .vimrc
Last active October 12, 2022 11:19
Set iTerm2 title to current buffer in vim
" Set the title of the Terminal to the currently open file
function! SetTerminalTitle()
let titleString = expand('%:t')
if len(titleString) > 0
let &titlestring = expand('%:t')
" this is the format iTerm2 expects when setting the window title
let args = "\033];".&titlestring."\007"
let cmd = 'silent !echo -e "'.args.'"'
execute cmd
redraw!
@kristopolous
kristopolous / hn_seach.js
Last active July 24, 2023 04:12
hn job query search
// Usage:
// Copy and paste all of this into a debug console window of the "Who is Hiring?" comment thread
// then use as follows:
//
// query(term | [term, term, ...], term | [term, term, ...], ...)
//
// When arguments are in an array then that means an "or" and when they are seperate that means "and"
//
// Term is of the format:
// ((-)text/RegExp) ( '-' means negation )
@karpathy
karpathy / min-char-rnn.py
Last active May 6, 2024 16:42
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
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)
@barosl
barosl / add.c
Created July 26, 2015 07:26
Function overloading in C
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
int addi(int a, int b) {
return a + b;
}
char *adds(char *a, char *b) {
char *res = malloc(strlen(a) + strlen(b) + 1);
###Zipline Challenge Ideas###
We have a Trello board for this here: https://trello.com/b/oNrPhmI4/bonfires-ziplines-basejumps
Zipline challenges involve building simple single-page applications using tools like Bootstrap, jQuery and public APIs in CodePen. These challenges will be reviewed by a human (rather than automatically like the bonfires).
These Front End Challenges shouldn't require a database (if the APIs you want to use require keys, Free Code Camp can create an API endpoint for you so you don't have to put they key itself on CodePen).
Agreed upon challenge ideas: