📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

A good idea 👾

Synthetic data annotation for retrieval evaluations by ZeroEntropy

High-performance retrieval engine for unstructured data

Pytorch domain library for recommendation systems

Elasticsearch plugin and Lucene library for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

Image annotation library and command-line utility for MAX image models

Best Practices on Recommendation Systems

Detect whether a mitosis exists in an image of breast cancer tumor cells

Identify sounds in short audio clips

Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine

A library for exporting Spark ML models and pipelines to PFA

Spark-based GBM

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI …

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Reimplementation of Google's Wide & Deep Network in Keras

An example of doing MovieLens recommendations using triplet loss in Keras

Deep recommender models using PyTorch.

Some deep learning based recsys for open learning.

Machine Learning Pipeline Stages for Spark (exposed in Scala/Java + Python)

A Python implementation of LightFM, a hybrid recommendation algorithm.

fast_tffm: Tensorflow-based Distributed Factorization Machine

Similarity and other common Elasticsearch add-ons

TensorFlow implementation of an arbitrary order Factorization Machine

Metrics reporter, which reports to elasticsearch

scala macros to inline idiomatic scala for maximum performance

A command-line tool for launching Apache Spark clusters.

DeepWalk - Deep Learning for Graphs

A Python wrapper for the WooCommerce API.