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frantically tuning hyper-parameters

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frantically tuning hyper-parameters
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@WardBrian
WardBrian / linear_regression.py
Last active February 6, 2026 05:31
functional-style jax models (take 2)
from jax import random, jit
import jax.numpy as jnp
from jax.scipy import stats
from util import ravelize_function, make_log_density
__all__ = ["log_density", "log_density_vec", "init_draw_zero"]
def constrain_parameters(sigma_unc, alpha, beta):
@charlesfrye
charlesfrye / README.md
Last active January 3, 2025 02:04
Reproducing results from "Beat GPT-4o at Python by Searching with 100 Dumb LLaMAs"

See rune2e.sh for info on how to run the experiment.

@lukasbach
lukasbach / deploy.yml
Created November 15, 2022 11:01
Thesis Deployment
name: Deploy PDF
on:
push:
branches: [ master ]
pull_request:
branches: [ master ]
workflow_dispatch:
@kaspermunch
kaspermunch / python_multiprocessing_slurm.py
Created October 19, 2020 11:55
How to easily use multiprocessing in Python (on a SLURM cluster)
import os
from multiprocessing import Pool, cpu_count
# function you want to run in parallel:
def myfunction(a, b):
return a + b
# list of tuples to serve as arguments to function:
args = [(1, 2), (9, 11), (6, 2)]
@DomPizzie
DomPizzie / README-Template.md
Last active February 11, 2026 07:06
A simple README.md template

Project Title

Simple overview of use/purpose.

Description

An in-depth paragraph about your project and overview of use.

Getting Started

@PurpleBooth
PurpleBooth / README-Template.md
Last active February 10, 2026 05:19
A template to make good README.md

Project Title

One Paragraph of project description goes here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites