mkuchnik

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Boston, MA

Michael Kuchnik's repositories

relm

ReLM is a Regular Expression engine for Language Models

Language:PythonApache-2.090 4 1

Efficient_Augmentation

Code for ICLR 2019 paper "Efficient Augmentation via Data Subsampling"

Language:PythonMIT14 6 1

PlumberApp

Repository to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines"

Language:Python9 2 1

PlumberTensorflow

Tensorflow Fork to go along with the paper "Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines". See https://github.com/mkuchnik/PlumberApp for directions.

Language:C++Apache-2.07 20

PCR_Release

Repository to go along with the paper "Progressive Compressed Records: Taking a Byte out of Deep Learning Data"

Language:Python5 20

CephEvolution

A repository for replicating the experiments found in "File Systems Unfit as Distributed Storage Backends: Lessons from 10 years of Ceph Evolution" (SOSP '19)

Language:C++4 20

10707-deep-learning-project

Deep Learning Course Project

Language:Python010

caffe

Caffe: a fast open framework for deep learning.

Language:C++NOASSERTION030

cfncluster

CfnCluster is a framework that deploys and maintains HPC clusters on AWS.

Language:PythonApache-2.0020

cfncluster-cookbook

The Chef cookbook used to build and bootstrap CfnCluster

Language:ShellApache-2.0000

croissant

Croissant is a high-level format for machine learning datasets that brings together four rich layers.

Language:PythonApache-2.0000

datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

Language:PythonApache-2.0010

deep_q_rl

Theano-based implementation of Deep Q-learning

Language:PythonBSD-3-Clause020

dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

Language:ShellMIT020

getput

getput tools

Language:PythonNOASSERTION020

godot

Godot Engine – Multi-platform 2D and 3D game engine

MIT000

Halide

a language for image processing and computational photography

Language:C++NOASSERTION000

io

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

Language:C++Apache-2.0010

libjpeg-turbo

Main libjpeg-turbo repository

Language:CNOASSERTION010

models

Models and examples built with TensorFlow

Language:PythonApache-2.0000

parallel-netcdf

Mirror to PnetCDF SVN repo

Language:CNOASSERTION020

ParallelIO

A high-level Parallel I/O Library for structured grid applications

Language:C020

paraview_in_docker

ParaView in Docker

MIT020

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:C++NOASSERTION010

source

Blender Virtual Reality Main Code

Language:Python020

StarSpace

Learning embeddings for classification, retrieval and ranking.

Language:C++MIT030

tensorflow

Computation using data flow graphs for scalable machine learning

Language:C++Apache-2.0020

TF_PCR

Tensorflow Fork with Progressive Compressed Record Dataset Implementation

Language:C++Apache-2.0020

vpic

Vector Particle-In-Cell (VPIC) Project

Language:C000

VTK

Visualization Toolkit

Language:C++NOASSERTION020