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Michael Kuchnik's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

cephevolution icon 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)

cfncluster icon cfncluster

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

croissant icon croissant

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

datasets icon datasets

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

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

dotfiles icon dotfiles

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

godot icon godot

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

halide icon halide

a language for image processing and computational photography

io icon io

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

models icon models

Models and examples built with TensorFlow

parallelio icon parallelio

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

pcr_release icon pcr_release

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

plumberapp icon plumberapp

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

plumbertensorflow icon 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.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

relm icon relm

ReLM is a Regular Expression engine for Language Models

source icon source

Blender Virtual Reality Main Code

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tf_pcr icon tf_pcr

Tensorflow Fork with Progressive Compressed Record Dataset Implementation

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