tomerk

spark

Mirror of Apache Spark

models

Models and examples built with TensorFlow

addons

Useful extra functionality for TensorFlow 2.0 maintained by SIG-addons

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

community

Stores documents used by the TensorFlow developer community

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

docs

TensorFlow documentation

flintrock

A command-line tool for launching Apache Spark clusters.

keras-applications

Reference implementations of popular deep learning models.

keras-io

Keras documentation, hosted live at keras.io

keystone

Simplifying robust end-to-end machine learning on Apache Spark.

keystone-example

A example skeleton for an application built on top of KeystoneML

matrix-bench

Single machine matrix benchmarks to compare various implementations

ml-matrix

Distributed Matrix Library

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

myria

Myria is a scalable Analytics-as-a-Service platform based on relational algebra.

myria-python

Python utilities for exercising Myria's REST API

OpenSeq2Seq

Toolkit for efficient experimentation with various sequence-to-sequence models

pbrt-v4

Source code to pbrt, the ray tracer described in the forthcoming 4th edition of the "Physically Based Rendering: From Theory to Implementation" book.

radon

Various code metrics for Python code

spark-ec2

Scripts used to setup a Spark cluster on EC2

spark-ec2-mesos

Scripts used to setup a Spark cluster on EC2

tensorboard

TensorFlow's Visualization Toolkit

tensorflow

An Open Source Machine Learning Framework for Everyone

tf_structured_sparsity

tomerk.github.io

Personal Website

training

Training materials for Strata, AMP Camp, etc

twarc

A command line tool (and Python library) for archiving Twitter JSON

velox-modelserver

website

The DB Group Website