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2016-ml-contest

Machine learning contest - October 2016 TLE

asynchronous_checkpointing

ca1_fixtures_22

ca2_fixtures_22

cgen

C/C++ source generation from an AST

checkpointer

Checkpointing schedules for non-uniform chain-like dataflow graphs

codegrade_slurm_runner

A python package to download submissions from code grade and schedule them to run on slurm

datasciencecoursera

datasharing

The Leek group guide to data sharing

devito

Code generation framework for automated finite difference computation

devito_examples

devitoworkshop

diabetic-dissert

Work on diabetic retinopathy detection as part of dissertation

diabetic-retinopathy-code

Code for the Kaggle competition http://www.kaggle.com/c/diabetic-retinopathy-detection

error_propagation

faciesclassification

Facies classification from well log data using machine learning

gradient-checkpointing

Make huge neural nets fit in memory

hicks_interpolation

An implementation of Hicks interpolation (https://library.seg.org/doi/10.1190/1.1451454) in Devito (https://github.com/devitocodes/devito)

intro-to-hpc

Intro to HPC lesson materials

joeyunet

Implementation of UNet on the Joey ML framework

kaggle-dr

My modifications to Ilya's entry for the Kaggle Diabetic Retinopathy Competition for 20/661 place

loopy

A code generator for array-based code on CPUs and GPUs

lossy_compression

mlgrad

nbparse

Parse Jupyter notebooks to remove tagged cells

opesci-fd

A framework for automatically generating finite difference models from a high-level description of the model equations.

optunity

optimization routines for hyperparameter tuning

paise_presentation

Presentation on training neural networks on edge devices - PAISE 2019 (IPDPS, Rio)

project-roulette

pysz

Python wrapper for the SZ compression library (https://github.com/disheng222/SZ)