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automl_benchmark

Distributed, large-scale, benchmarking framework for rigorous assessment of automatic machine learning repositories, projects, and libraries.

azure-ml-demo

constrained_optimization_workshop

covid-xprize

Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

dbtvault_bq

A free to use dbt package for creating and loading Data Vault 2.0 compliant Data Warehouses (powered by dbt, an open source data engineering tool, registered trademark of Fishtown Analytics)

diffbot-graph-learning

Heterogenous Graph Representation learning on Diffbot's Knowledge Graph. Includes asynchronous BFS traversal on Diffbot's Knowledge Graph, Diffbot's enhance API to build custom graph dataset and models to run on these graphs.

dp-roundtable

foreshadow

An automatic machine learning system

gpt-neo-sagemaker

Using sagemaker to train and serve gpt-neo models from HuggingFace

hydra

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

hydra-ml-projects

Repo to store code for ML models running on hydra

newscrawl

notebooks

notebooks-1

Notebooks using the Hugging Face libraries 🤗

pipelinewise-target-bigquery

Singer.io Target for Snowflake - PipelineWise compatible

privacy

Library for training machine learning models with privacy for training data

retrofitting

Retrofitting Word Vectors to Semantic Lexicons

sfdc-auto-convert-leads-process

Convert Leads into Accounts, Contacts, and (optional) Opportunities on-demand using Process Builder

tranad

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.