Ryan Reece rreece

🙈

doing things

Machine learning scientist and physicist, formerly with the ATLAS experiment at CERN

rreece / MacOs quick setup.md

Created October 27, 2023 03:17 — forked from LucaCappelletti94/MacOs quick setup.md

MacOs commands to get you started.

MacOs quick setup 🚀

You need to have Xcode installed to proceed.

xcode-select --install
sudo xcodebuild -license accept

rreece / delete_git_submodule.md

Created March 13, 2020 18:32 — forked from myusuf3/delete_git_submodule.md

How effectively delete a git submodule.

To remove a submodule you need to:

rreece / pool.py

Created March 19, 2019 01:10 — forked from nfaggian/pool.py

Multiprocessing example

	from __future__ import print_function

	import multiprocessing
	import ctypes
	import numpy as np

	def shared_array(shape):
	"""
	Form a shared memory numpy array.

rreece / tf-experiment-template.py

Created August 13, 2018 23:57 — forked from damienpontifex/tf-experiment-template.py

A template for a custom tensorflow estimator and experiment with python3 typings for desired parameter types

	import argparse
	import psutil
	import tensorflow as tf
	from typing import Dict, Any, Callable, Tuple

	## Data Input Function
	def data_input_fn(data_param,
	batch_size:int=None,
	shuffle=False) -> Callable[[], Tuple]:
	"""Return the input function to get the test data.

rreece / min-char-rnn.py

Last active August 13, 2018 18:34 — forked from karpathy/min-char-rnn.py

Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy

	#!/usr/bin/env python3
	"""
	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))

rreece / Dockerfile.centos7.python36.pipenv

Created August 3, 2018 01:07 — forked from pvergain/Dockerfile.centos7.python36.pipenv

Dockerfile based on centos:7 Python3.6 and pipenv

	# Use an official centos7 image
	FROM centos:7

	RUN localedef -i fr_FR -c -f UTF-8 -A /usr/share/locale/locale.alias fr_FR.UTF-8
	ENV LANG fr_FR.utf8

	# gcc because we need regex and pyldap
	# openldap-devel because we need pyldap
	RUN yum update -y \
	&& yum install -y https://centos7.iuscommunity.org/ius-release.rpm \

rreece / np_to_tfrecords.py

Created June 21, 2018 02:12 — forked from swyoon/np_to_tfrecords.py

From numpy ndarray to tfrecords

	import numpy as np
	import tensorflow as tf

	__author__ = "Sangwoong Yoon"

	def np_to_tfrecords(X, Y, file_path_prefix, verbose=True):
	"""
	Converts a Numpy array (or two Numpy arrays) into a tfrecord file.
	For supervised learning, feed training inputs to X and training labels to Y.
	For unsupervised learning, only feed training inputs to X, and feed None to Y.

rreece / rootnotes.py

Last active August 29, 2015 14:17 — forked from mazurov/rootnotes.py

	"""
	Helper module for displaying ROOT canvases in ipython notebooks

	Usage example:
	# Save this file as rootnotes.py to your working directory.

	import rootnotes
	c1 = rootnotes.default_canvas()
	fun1 = TF1( 'fun1', 'abs(sin(x)/x)', 0, 10)
	c1.SetGridx()

rreece / xAODPythonMacro.py

Last active August 29, 2015 14:17 — forked from sparticlesteve/xAODPythonMacro.py

	#!/usr/bin/env python

	# Set up ROOT and RootCore
	import ROOT
	ROOT.gROOT.Macro('$ROOTCOREDIR/scripts/load_packages.C')

	# Initialize the xAOD infrastructure
	ROOT.xAOD.Init()

	# Set up the input files (PDSF)