aaron276h

determined

Determined: Deep Learning Training Platform

serving

A flexible, high-performance serving system for machine learning models

aaron276h.github.io

aaronharlap.github.io

benchmarks

Benchmark code

bidbrain_scikit_learn_models

Holds BidBrain models generated using scikit learn

bidbrain_tensorflow_models

environments

Determined AI public environments

horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

yogadl

yogadl, the flexible data layer

ci-scripts

Common scripts used for builds

clickhouse-go

Golang driver for ClickHouse

enhancements

Enhancements tracking repo for Kubernetes

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

httperf

The httperf HTTP load generator

kaggle-dogs-vs-cats-solution

Kaggle dogs vs cats solution

kaggle-rcic-1st

1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge -- https://www.kaggle.com/c/recursion-cellular-image-classification/

ML_project

10701_ML_project

models

Models and examples built with TensorFlow

nccl

Optimized primitives for collective multi-GPU communication

packages

parameter_server

A distributed machine learning framework.

python-cuda-cffi

experimental python CFFI interface to NVIDIA's cuSOLVER and cuSPARSE libraries.

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

results

Public results

setup-det-development

Ansible scripts for setting up determined development environment

streamlit

Streamlit — The fastest way to build data apps in Python

tensorflow

Computation using data flow graphs for scalable machine learning

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

wrk2

A constant throughput, correct latency recording variant of wrk