afchung

system-design

Learn how to design systems at scale and prepare for system design interviews

determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

install-java

Installation script for setting up Java on Linux

hadoop

Apache Hadoop

snorkel

A system for quickly generating training data with weak supervision

spark-tpc-ds-performance-test

Use the TPC-DS benchmark to test Spark SQL performance

clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

shoelace

Neural Learning to Rank using Chainer

sofia-ml

Automatically exported from code.google.com/p/sofia-ml

learning2rank

Learning to rank with neuralnet - RankNet and ListNet

d3graphTheory

:boom: Interactive and colorful :art: graph theory tutorials made using d3.js :zap:

ground

An open-source, vendor-neutral data context service.

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way. No scripts.

AzurePublicDataset

Microsoft Azure Traces

openwhisk

Apache OpenWhisk is an open source serverless cloud platform

open-lambda

An open source serverless computing platform

wrk2

A constant throughput, correct latency recording variant of wrk

dolphin

reef

Mirror of Apache REEF