Alex's Projects
Deploy manifests for the single-container version of Netsil AOC
Generic Data Ingestion & Dispersal Library for Hadoop
Message queue backbone for event handling
Mixed Incremental Cross-Entropy REINFORCE ICLR 2016
Machine Learning in Production
Open source platform for the machine learning lifecycle
Example repo to kickstart integration with mlflow pipelines.
Template repo for kickstarting recipes for the regression use case
Databricks ML Model Monitoring and Drift Detection from MLops 2021
Microsoft Machine Learning for Apache Spark
DataOps for the Modern Data Warehouse on Microsoft Azure
An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
Lightweight, portable, flexible distributed/mobile Deep Learning with dynamic, mutation-aware Dataflow Dep scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Notebooks for MXNet
Official GitHub repository for netCDF-C libraries and utilities.
Intermediate Computational Graph Representation for Deep Learning Systems
The best way to write secure and reliable applications. Write nothing; deploy nowhere.
A simple Python class for running multiple URL fetches in parallel
Apache Parquet
Unified Resource Scheduler to co-schedule mixed types of workloads such as batch, stateless and stateful jobs in a single cluster for better resource utilization.
A perfect minimal hash function generator
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
A C++ library that simplifies implementation of process isolation and privilege separation
Apache Pinot - A realtime distributed OLAP datastore
Distributed SQL query engine for big data https://prestodb.io
PROJ - Cartographic Projections and Coordinate Transformations Library
Protocol Buffers - Google's data interchange format
Utility for extracting JSON from Protobuf