Gabriel Perdue's repositories
EssentialSQLAlchemy
Notes for O'Reilly's EssentialSQLAlchemy, 2nd ed.
gym-bandits
Bandits Environments for the OpenAI Gym
bdt-tutorial
Hands-on boosted decision tree tutorial (using XGBoost) for September 2017 Fermilab Machine Learning Group Meeting.
boltzmann-machines
Boltzmann Machines in TensorFlow with examples
BregmanToolkit
Audio and Music Analysis and Synthesis in Python
caffe-1
Caffe: a fast open framework for deep learning.
CaffeInADocker
My modified Dockerfiles, scripts, and notes for working with Caffe in Docker containers
CaloDNN
3D CNN for Calorimetry
CaloGAN
Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
fermilab_keras_workshop
Examples and slides of the Keras workshop in the Fermilab machine learning group
GANWork
This Repository includes all testing information and programs used for the CaloGAN (Generative Adversarial Networks) experiment used in CERN along with some personal testing information and files
HEP-ML-Resources
Listing of useful learning resources for machine learning applications in high energy physics (HEPML)
high_performance_python
Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly
LArCV
Liquid Argon Computer Vision
lectures
Oxford Deep NLP 2017 course
mltrain-nips-2017
This repository contains all the material for the MLTrain NIPS workshop
neuralart_tensorflow
Implementation of "A Neural Algorithm of Artistic Style" by Tensorflow
plasma-python
PPPL deep learning disruption prediction package
PublicWeaklySupervised
(Machine) Learning to Do More with Less
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
ScalaInADocker
Docker support files for building and managing Scala in a container
SimpleXSecAna
Simple ROOT program for cross section analysis.
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
tensorfow-rbm
Tensorflow implementation of Restricted Boltzman Machine
tf-dann
Domain-Adversarial Neural Network in Tensorflow