willccbb

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
"""
citation:

@misc{brown2025grpodemo,
  title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
  author={Brown, William},

mbreslow

# I was running spectaql to generate documentation for my GraphQL API and it complained about
# directives that I had in my schema file. I threw errors including
#   - Unknown directive "@model".
#   - Unknown directive "@auth".
#   - Unknown directive "@index".
#   - Unknown directive "@hasOne".
# These are all directives you would use when developing an Amplify app.
#
# Created this file to include as the first schemaFile in specaql.yml so that the graphql
# parser is aware of the directives and can simply ignore them.

efirdc

# Demonstration: https://www.youtube.com/watch?v=5AvHrIK-Kjc&feature=youtu.be
# rand_cmap from https://stackoverflow.com/questions/14720331/how-to-generate-random-colors-in-matplotlib

import matplotlib.pyplot as plt
import torch
import torch.nn.functional as F
from visualizations import rand_cmap

W = H = 64
img = torch.randn(W, H).to(device)

amir-saniyan

Ubuntu 22.04 for Deep Learning

In the name of God

This gist contains steps to setup Ubuntu 22.04 for deep learning.

---

Install Ubuntu 22.04

glebec

Lambda Calculus Q&A

These are my responses to some of the questions asked at the end of my Lambda Calculus talk, held on 2019-10-15 at Smartly.io's DevTalks in Helsinki. I've grouped similar questions together.

Books and Resources

• What's the one encompassing book you would recommend to read on this very interesting topic?
• Can you recommend a book (or books) that cover some of the history you shared in more detail?
• So what IS the book to read to get into understanding all of this?

jackvial

Remote Jupyter Notebook

$laptop: ssh -l <username>@<yourNewServerIP>
$server: jupyter notebook --no-browser --port=8888
$laptop: ssh -NL 8888:localhost:8888 <username>@<yourNewServerIP>

Then you can goto http://localhost:8888 on your laptop’s browser and remotely view/edit your Jupyter notebooks.

hagemann

const util = require('util')
const mysql = require('mysql')
const pool = mysql.createPool({
  connectionLimit: 10,
  host: 'localhost',
  user: 'root',
  password: 'password',
  database: 'my_database'
})

jackvial

Postgres Setup

Step 1: Install PostgreSQL

Here are the installation steps on Ubuntu (this installation will also work on any Debian-based distribution):

1. Open a terminal window.
2. Issue the command sudo apt-get install postgresql.
3. Type the sudo password necessary to give you admin rights and hit Enter.
4. Allow apt to pick up any necessary dependencies.
5. 


stereobooster

Alternatives

• https://github.com/MaiaVictor/LJSON
• https://github.com/jed/lave
• https://github.com/yahoo/serialize-javascript
• https://github.com/benjamn/arson
• https://github.com/pugjs/js-stringify
• https://github.com/chakrit/node-uneval
• https://github.com/skeeto/resurrect-js
• https://github.com/mobxjs/serializr

LyleScott

"""
Lyle Scott, III  // lyle@ls3.io

Multiple ways to rotate a 2D point around the origin / a point.

Timer benchmark results @ https://gist.github.com/LyleScott/d17e9d314fbe6fc29767d8c5c029c362
"""
from __future__ import print_function

import math