sanjoy-bose Goto Github PK

amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

argo

Argo Workflows: Get stuff done with Kubernetes.

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-workflow-engines

A curated list of awesome open source workflow engines

cortex

Deploy machine learning models to production

cryptdb

A database system that can process SQL queries over encrypted data.

cyberprobe

Capturing, analysing and responding to cyber attacks

dagster

A Python library for building data applications: ETL, ML, Data Pipelines, and more.

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

detect-secrets

An enterprise friendly way of detecting and preventing secrets in code.

faas

OpenFaaS - Serverless Functions Made Simple

fairlearn

A Python package to assess and improve fairness of machine learning models.

flintrock

A command-line tool for launching Apache Spark clusters.

forecasting

Time Series Forecasting Best Practices & Examples

forwardsecrecy

The project aims to simplify the usage of ECC curve (curve25519) with Diffie-Hellman Key exchange. The work is inline with the Account Aggregator Specification.

horovod

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

indicnlp_catalog

A collaborative catalog of resources for Indian language NLP

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

marquez

Collect, aggregate, and visualize a data ecosystem's metadata

mediapipe

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

ml-readings

A list of papers / videos / tutorials / blog posts on machine learning

mlops_videoanomalydetection

Operationalize a video anomaly detection model with Azure ML

open-data-registry

A registry of publicly available datasets on AWS

probabilistic-graphical-models

rta

Red team Arsenal - An intelligent scanner to detect security vulnerabilities in company's layer 7 assets.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

sagemaker-spark

A Spark library for Amazon SageMaker.

snowplow

Cloud-native web, mobile and event analytics, running on AWS and GCP