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@mcgill-cpslab @dmlc

Distributed Tensorflow, Keras and BigDL on Apache Spark

Jupyter Notebook 470 162 Updated Apr 19, 2019

Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks like TensorFlow.

Scala 52 6 Updated Mar 19, 2019

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…

C++ 6,266 1,524 Updated Apr 18, 2019

xgboost website

Ruby 22 8 Updated Mar 6, 2019

Chisel 3

Scala 769 177 Updated Apr 18, 2019

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

Jupyter Notebook 1,670 1,111 Updated Apr 18, 2019

cuDF - GPU DataFrame Library

Cuda 1,296 200 Updated Apr 18, 2019

A curated list of automated machine learning papers, articles, tutorials, slides and projects

985 221 Updated Apr 18, 2019

A Time Series Library for Apache Spark

Scala 611 124 Updated Mar 11, 2019

Apache Pinot (Incubating) - A realtime distributed OLAP datastore

Java 2,246 413 Updated Apr 19, 2019

An open source python framework for automated feature engineering

Python 3,526 419 Updated Apr 18, 2019

A unified approach to explain the output of any machine learning model.

Jupyter Notebook 4,439 554 Updated Apr 19, 2019

Open source platform for the machine learning lifecycle

Python 3,476 631 Updated Apr 19, 2019

Iceberg is a table format for large, slow-moving tabular data

Java 265 40 Updated Feb 2, 2019

Vectorized processing for Apache Arrow

C++ 257 26 Updated Oct 4, 2018

Simple Reinforcement learning tutorials

Python 3,458 2,222 Updated Apr 2, 2019

Apache Parquet

Java 811 703 Updated Apr 18, 2019

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

C++ 6,013 853 Updated Apr 19, 2019

MLeap: Deploy Spark Pipelines to Production

Scala 789 199 Updated Apr 17, 2019

GraalVM: Run Programs Faster Anywhere 🚀

Java 8,630 539 Updated Apr 19, 2019

A place in which we publish scripts for reproducible benchmarks.

Python 73 20 Updated Apr 18, 2018

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

Python 7,598 2,036 Updated Apr 18, 2019

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Python 3,248 783 Updated Apr 19, 2019

A tool for scale and performance testing of HDFS with a specific focus on the NameNode.

Java 91 21 Updated Apr 4, 2019

JVM Profiler Sending Metrics to Kafka, Console Output or Custom Reporter

Java 1,004 180 Updated Apr 18, 2019

a benchmark to test scalability of xgboost4j-spark and relevant projects

Scala 14 7 Updated Apr 16, 2019

Machine Learning Toolkit for Kubernetes

Jsonnet 6,464 910 Updated Apr 19, 2019

GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion.

Scala 687 253 Updated Apr 12, 2019

Sampling CPU and HEAP profiler for Java featuring AsyncGetCallTrace + perf_events

C++ 1,699 195 Updated Mar 26, 2019

Running XGBoost on HDInsight Spark

Jupyter Notebook 2 Updated Aug 18, 2017
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