Aerin Kim's repositories

TowardsDataScience

Code for Towards Data Science Blog

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moz-sql-parser

Let's make a SQL parser so we can provide a familiar interface to non-sql datastores!

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data-validation

Library for exploring and validating machine learning data

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mediapipe

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

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mlflow

Open source platform for the machine learning lifecycle

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vicreg

VICReg official code base

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AB3DMOT

Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics", IROS 2020, ECCVW 2020

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augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

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chatbot-ui

An open source ChatGPT UI.

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cleanlab

Find label errors in datasets, weak supervision, and learning with noisy labels.

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evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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FlexGen

Running large language models like GPT-3/OPT-175B on a single GPU. Up to 100x faster than other offloading systems.

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lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

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metaflow

Build and manage real-life data science projects with ease.

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MiniChain

A tiny library for coding with large language models.

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MKLpy

A package for Multiple Kernel Learning in Python

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ml-hypersim

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

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octopod

Train multi-task image, text, or ensemble (image + text) models

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PentestGPT

A GPT-empowered penetration testing tool

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PointPainting

This repository is an open-source PointPainting package which is easy to understand, deploy and run!

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pyray

A 3d rendering library written completely in python.

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pytracking

Visual tracking library based on PyTorch.

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snorkel

A system for quickly generating training data with weak supervision

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snorkeling

Extracting biomedical relationships from literature with Snorkel 🏊

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transformers

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

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virtex

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

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waymo-open-dataset

Waymo Open Dataset

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