Qingyun Wu (qingyun-wu)

qingyun-wu

Geek Repo

Company:Pennsylvania State University

Location:State College, Pennsylvania, US

Home Page:https://qingyun-wu.github.io/

Twitter:@qingyun_wu

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Qingyun Wu's repositories

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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automlbenchmark

OpenML AutoML Benchmarking Framework

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Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

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babyagi-asi

BabyAGI: an Autonomous and Self-Improving agent, or BASI

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BanditLib

Library of contextual bandits algorithms

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FLAML

A fast and lightweight AutoML library.

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JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

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langchain

⚡ Building applications with LLMs through composability ⚡

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

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coursework

summer school coursework

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evals

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

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fairlearn

A Python package to assess and improve fairness of machine learning models.

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guidance

A guidance language for controlling large language models.

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IMFB-KDD2019

Code for the experiments of Matrix Factorization Bandit

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mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

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nonconformist

Python implementation of the conformal prediction framework.

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pdr

A repo for a Program and Data Representation university-level course

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ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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rci-agent

A codebase for "Language Models can Solve Computer Tasks"

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ReAct

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

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TaskWeaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.

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