harsha2010

magellan

Geo Spatial Data Analytics on Spark

sde-gpr

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

arrow-datafusion

Apache Arrow DataFusion and Ballista query engines

b2

Making interactive visualizations fit into a programming workflow.

big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

cs6120

advanced compilers

CyberBattleSim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

d2l-en

Dive into Deep Learning (CV chapters coming soon)

demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

dl-4-tsc

Deep Learning for Time Series Classification

elastiknn

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

examples

faiss-rs

Rust language bindings for Faiss

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

how-query-engines-work

This is the companion repository for the book How Query Engines Work.

imagenet18

Train ImageNet in 18 minutes on AWS

modAL

A modular active learning framework for Python

modin

Modin: Speed up your Pandas workflows by changing a single line of code

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

OnlineStats.jl

⚡ Single-pass algorithms for statistics ⚡

opacus

Training PyTorch models with differential privacy

react-instantsearch

⚡️ Lightning-fast search for React and React Native applications, by Algolia.

release

Release infrastructure for Kubernetes and related components

sonic

🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

SPTAG

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

typesense

Fast, typo tolerant, fuzzy search engine for building delightful search experiences ⚡ 🔍

YCSB

Yahoo! Cloud Serving Benchmark