orm011

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@mitdbg

Cambridge, MA

https://orm011.github.io

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Oscar Moll's starred repositories

vector-search-papers

📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.

MIT3100

RoarGraph

VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search

Language:C++MIT1100

mmtool

fine-tuning OpenAI CLIP for some web-scraped datasets

Language:PythonMIT100

plot9img

say good-bye to rigid, one-off scripts to visualize image labels over images (eg boxes, text, masks) by re-using grammar of graphics visualization primitives

Language:PythonMIT100

rosbag2parquet

Rosbag2parquet transforms ROS .bag files into query friendlier .parquet files in C++ (ie. without going through python)

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mplan2vdl

(Research) relational query compiler mapping logical query plans to optimized in-memory array operations suitable for CPU or GPU

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exsample

(Research) reduce the use of expensive object detectors when searching large video repos via clever sampling algorithms that account for redundancy in video

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pixeltable

Data Infrastructure for Multimodal AI: Data, models, and orchestration in a unified declarative interface.

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pgvectorscale

A complement to pgvector for high performance, cost efficient vector search on large workloads.

Language:RustPostgreSQL68600

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Language:HTMLMIT1000100

delocate

Find and copy needed dynamic libraries into python wheels

Language:PythonBSD-2-Clause26300

libpg_query

C library for accessing the PostgreSQL parser outside of the server environment

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fasteners

A python package that provides useful locks.

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pgmq

A lightweight message queue. Like AWS SQS and RSMQ but on Postgres.

Language:RustPostgreSQL228300

poetry-dynamic-versioning

Plugin for Poetry to enable dynamic versioning based on VCS tags

Language:PythonMIT59100

colab-xterm

Open a terminal in colab, including the free tier.

Language:PythonApache-2.035200

papermage

library supporting NLP and CV research on scientific papers

Language:PythonApache-2.064400

psutil

Cross-platform lib for process and system monitoring in Python

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cibuildwheel

🎡 Build Python wheels for all the platforms with minimal configuration.

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pgvector

Open-source vector similarity search for Postgres

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nbmake

📝 Pytest plugin for testing notebooks

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pgserver

Pip-installable, embedded-like postgres server for your python app

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ibis

the portable Python dataframe library

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palimpzest

A Declarative System for Optimizing AI Workloads

Language:PythonMIT2800

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

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trustfall

A query engine for any combination of data sources. Query your files and APIs as if they were databases!

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nos

⚡️ A fast and flexible PyTorch inference server that runs locally, on any cloud or AI HW.

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LeanCopilot

LLMs as Copilots for Theorem Proving in Lean

Language:C++MIT85800

parquet_fdw

Parquet foreign data wrapper for PostgreSQL

Language:C++PostgreSQL33400

platformdirs

A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".

Language:PythonMIT54200