kstathou

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

recommenders

Best Practices on Recommendation Systems

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

MLOps-Basics

evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

weaviate

Weaviate is an open source vector search engine that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.

featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

fal

⚡ Fastest way to serve open source ML models to millions

LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

ml-design-patterns

Software Architecture for ML engineers

naacl2021-longdoc-tutorial

Concept

Concept Modeling: Topic Modeling on Images and Text

ReFinED

ReFinED is an efficient and accurate entity linking (EL) system.

dbt-ml-preprocessing

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

adatest

Find and fix bugs in natural language machine learning models using adaptive testing.

NodePiece

Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)

SciREX

Data/Code Repository for https://api.semanticscholar.org/CorpusID:218470122

openalex-guts

The guts for computing data for OpenAlex. For more, see https://openalex.org/.

snowflake-grafana-datasource

Snowflake Grafana datasource plugin enables the visual representation of Snowflake data within Grafana dashboards and manages alerts.

ner-re-with-transformers-odsc2022

Building NER and RE components using HuggingFace Transformers

cord-19-search

Vespa application making an index of the CORD-19 dataset.

osdg-tool

OSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.

CitationIE

osdg-data

The OSDG Community Dataset (OSDG-CD) is a public dataset of thousands of text excerpts, validated by OSDG Community Platform (OSDG-CP) citizen scientists with respect to the Sustainable Development Goals (SDGs). The dataset is updated every quarter and published on Zenodo.