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STAT5206_Summer_2024 Public
Statistical Computing and Introduction to Data Science @ Columbia Stats
UpdatedMay 18, 2024 -
DataInf Public
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
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ykwon0407.github.io Public
Forked from academicpages/academicpages.github.ioGithub Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
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pythia Public
Forked from EleutherAI/pythiaThe hub for EleutherAI's work on interpretability and learning dynamics
Jupyter Notebook Apache License 2.0 UpdatedDec 15, 2023 -
LLMDataHub Public
Forked from Zjh-819/LLMDataHubA quick guide (especially) for trending instruction finetuning datasets
MIT License UpdatedNov 28, 2023 -
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influence_analysis_papers Public
Forked from ZaydH/influence_analysis_papersInfluence Analysis and Estimation - Survey, Papers, and Taxonomy
MIT License UpdatedNov 6, 2023 -
fast_dist_shapley Public
Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
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dataoob Public
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)
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TART Public
Forked from HazyResearch/TARTTART: A plug-and-play Transformer module for task-agnostic reasoning
Python Apache License 2.0 UpdatedJun 22, 2023 -
LoRA-MPT Public
Forked from mikeybellissimo/LoRA-MPTA repo for finetuning MPT using LoRA. It is currently configured to work with the Alpaca dataset from Stanford but can easily be adapted to use another.
Jupyter Notebook Apache License 2.0 UpdatedJun 12, 2023 -
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tree_influence Public
Forked from jjbrophy47/tree_influenceInfluence Estimation for Gradient-Boosted Decision Trees
Python Apache License 2.0 UpdatedMay 28, 2023 -
STAT5206_Summer_2023 Public
Statistical Computing and Introduction to Data Science @ Columbia Stats
UpdatedMay 19, 2023 -
incontext_influences Public
Forked from BrachioLab/incontext_influencesOfficial repository for "In-context Example Selection with Influences"
Python UpdatedMay 12, 2023 -
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STAT5206_Spring_2023 Public
Statistical Computing and Introduction to Data Science @ Columbia Stats
2 UpdatedApr 25, 2023 -
the-algorithm Public
Forked from twitter/the-algorithmSource code for Twitter's Recommendation Algorithm
Scala GNU Affero General Public License v3.0 UpdatedApr 5, 2023 -
wdro_local_perturbation Public
Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)
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sktime Public
Forked from sktime/sktimeA unified framework for machine learning with time series
Python BSD 3-Clause "New" or "Revised" License UpdatedMar 7, 2023 -
STAT5206_Fall_2022 Public
Statistical Computing and Introduction to Data Science @ Columbia Stats
2 UpdatedNov 17, 2022 -
beta_shapley Public
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)
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data_purchase_in_comp Public
Competition over data: how does data purchase affect users? (TMLR)
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WeightedSHAP Public
WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
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Modality-Gap Public
Forked from Weixin-Liang/Modality-GapMind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
Jupyter Notebook MIT License UpdatedSep 26, 2022 -
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leewtai.github.io Public
Forked from leewtai/leewtai.github.ioGithub Pages
Jupyter Notebook UpdatedJul 26, 2022 -
introduction-to-github Public template
Forked from skills/introduction-to-githubGet started using GitHub in less than an hour.
Creative Commons Attribution 4.0 International UpdatedJul 14, 2022 -
sanity_checks_saliency Public
Forked from adebayoj/sanity_checks_saliencyJupyter Notebook UpdatedApr 6, 2022 -
open_lth Public
Forked from facebookresearch/open_lthA repository in preparation for open-sourcing lottery ticket hypothesis code.
Python MIT License UpdatedFeb 6, 2022