chrischoy

# OpenAI call
export OPENAI_API_TOKEN=<YOUR_API_KEY from https://platform.openai.com/account/api-keys>

function openai-completion() {
  # echo "\nCompleting $LBUFFER ..."
  # echo '{ "model": "text-davinci-003", "prompt": "'$LBUFFER'", "max_tokens": 15, "temperature": 0.7 }\n\n'
  local response=$(curl --progress-bar https://api.openai.com/v1/completions \
    -H "Content-Type: application/json" \
    -H "Authorization: Bearer $OPENAI_API_TOKEN" \
    -d '{ "model": "text-davinci-003", "prompt": "'$LBUFFER'", "max_tokens": 100, "temperature": 0.7 }')

chrischoy

import os
import time
import argparse
import numpy as np
from urllib.request import urlretrieve

try:
    import open3d as o3d
except ImportError:
    raise ImportError("Please install open3d with `pip install open3d`.")

chrischoy

# Copyright (c) Chris Choy (chrischoy@ai.stanford.edu).
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of
# this software and associated documentation files (the "Software"), to deal in
# the Software without restriction, including without limitation the rights to
# use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
# of the Software, and to permit persons to whom the Software is furnished to do
# so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all

chrischoy

#include <cmath>
#include <functional>
#include <future>
#include <iostream>
#include <thread>

// unique function to avoid disambiguating the std::pow overload set
int f(int x, int y) { return std::pow(x, y); }

class Functor {

chrischoy

#!/bin/sh

ENVNAME=$1
# Directory that contains the venvs
PYV_ROOT=${HOME}

ENV_ROOT="${PYV_ROOT}/.pyv/${ENVNAME}/bin"

# Check the number of arguments
if [ "$#" -eq 1 ] && [ -d "${ENV_ROOT}" ]; then

chrischoy

#!/bin/bash
tmux start-server
tmux new-session -d -s napoli -n monitor

SERVERS=(napoli101 napoli102 napoli103 napoli104 napoli105 napoli106 napoli107 napoli108 napoli109 napoli110 napoli111 napoli112 visionlab-dgx1)

# ${#array[@]} is the number of elements in the array
for ((i = 0; i < ${#SERVERS[@]}; ++i)); do
  tabnum=$(( $i + 1 ))
  tmux new-window -t napoli:$tabnum

chrischoy

#  Copyright (C) 2012 Daniel Maturana
#  This file is part of binvox-rw-py.
#
#  binvox-rw-py is free software: you can redistribute it and/or modify
#  it under the terms of the GNU General Public License as published by
#  the Free Software Foundation, either version 3 of the License, or
#  (at your option) any later version.
#
#  binvox-rw-py is distributed in the hope that it will be useful,
#  but WITHOUT ANY WARRANTY; without even the implied warranty of

chrischoy

Rendering latex Eqs in Markdown

• Github doesn't allow javascript in a markdown file. Try to compile equations using readme2tex presents an elegant solution for rendering latex equations.

• grip runs a simple http server to visualize a readme file on a browser. It also tracks changes in a readme file and refresh the page whenever there is a change. However, you need to embed the following script so that the Mathjax renders eqs.

  <script async src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML"></script>
  <img src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" onload="javascript:MathJax.Hub.Queue(['Typeset', MathJax.Hub]);">

chrischoy

import torch
from torch.autograd import Variable, Function

class MultiplyAdd(Function):
  @staticmethod
  def forward(ctx, input1, scalar, input2):
    ctx.scalar = scalar
    ctx.test = {'test': 3}
    return input1 + scalar * input2
    

chrischoy

No more manual logging

The template run.ch provides a wrapper for running and managing experiments. The file will

• Log all stdout/stderr into a log file in a respective folder
• Maintail the log of all experiments with the details in manifest.md file.
• Update the experiments if you kill the job prematurely

Usage