mrdrozdov

"""
Sample script to use ThreadPoolExecutor in a way that is easy to interrupt.
"""

import concurrent.futures
import threading
from tqdm import tqdm

# A flag indicating whether jobs should be cancelled.
cancel_jobs = threading.Event()

mrdrozdov

import collections
import json
import os
import openreview

with open('creds.json') as f:
    creds = json.loads(f.read())

cache_file = 'iclr_2024_submissions.json'

mrdrozdov

# Setup conda

conda create -n mosaic python=3.10 -y
conda activate mosaic

# Load cuda

module load cuda/11.7.0

# Install torch

mrdrozdov

import asyncio
import openai


async def dispatch_openai_requests(llm_kwargs, prompts):
    """Dispatches requests to OpenAI API asynchronously.

    Args:
        llm_kwargs: Dictionary with options such as max_tokens, temperature, etc.
        prompts: List of messages to be sent to OpenAI Completion API.

mrdrozdov

import random

def Merge(x, y):
    return ''.join([a for t in zip(x, y) for a in t])

def Peano(x, y):
    interim = ''.join(Merge(format(x, '08b'), format(y, '08b')))
    return int(interim, base=2)

def generate(n=100, ln=30):

mrdrozdov

var pushLeft = slate.operation("push", {
  "direction" : "left",
  "style" : "bar-resize:screenSizeX/2"
});

var pushRight = slate.operation("push", {
  "direction" : "right",
  "style" : "bar-resize:screenSizeX/2"
});

mrdrozdov

"""
Use at own risk.

I use nltk for many purposes, but I needed a faster version of nltk.Tree.fromstring.

This implementation is much faster and works for my use case, but it
has not been tested extensively on complex input.

Original fromstring implementation from nltk is here:
https://github.com/nltk/nltk/blob/develop/nltk/tree.py

mrdrozdov

import os
import hashlib

from allennlp.commands.elmo import ElmoEmbedder
from allennlp.data.token_indexers.elmo_indexer import ELMoCharacterMapper
import numpy as np


def save_elmo_cache(path, vectors):
    np.save(path, vectors)

mrdrozdov

YES Bernard's secret revealed. # His name was an anagram.
NO Man in black pays a visit to Dolores.
YES Host gets repaired. # Bernard
YES There's a flashback. # Bernard has a flashback
? Radiohead's song played.
? The maze is referenced.
NO Maeve uses her powers.
YES A character gets redemption. # Dolores gets redemption on some of the wealthy men.
? "Wake up, Dolores".
? A new host storyline is presented (perhaps by Sizemore).

mrdrozdov

#!/usr/bin/env python

import json
import os
import shutil
import subprocess
import sys
import tempfile

# env