Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"
☆17Jan 12, 2024Updated 2 years ago
Alternatives and similar repositories for bayesian-tda
Users that are interested in bayesian-tda are comparing it to the libraries listed below
Sorting:
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 2 years ago
- [EMNLP 2023] Official repository for Dialogue Chain-of-Thought Distillation (DONUT & DOCTOR)☆11Nov 15, 2023Updated 2 years ago
- 📚📚📚📚📚📚📚📚📚 Reading everything☆15Sep 12, 2025Updated 5 months ago
- ☆18Jul 24, 2023Updated 2 years ago
- ☆20Jun 1, 2022Updated 3 years ago
- ☆19Jul 24, 2023Updated 2 years ago
- ☆22Nov 7, 2022Updated 3 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆61May 9, 2023Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 2 years ago
- ☆63Jan 13, 2022Updated 4 years ago
- Official pytorch implementation of ICML2025 "TAROT: Targeted Data Selection via Optimal Transport"☆28Dec 12, 2024Updated last year
- ☆32May 24, 2023Updated 2 years ago
- Keep Me Updated! Memory Management in Long-term Conversations (Findings of EMNLP 2022)☆33Dec 2, 2022Updated 3 years ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆79Oct 3, 2024Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆232Nov 18, 2024Updated last year
- Counterfactual Explanations for Multivariate Time Series Data☆35Mar 7, 2024Updated last year
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Nov 29, 2024Updated last year
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆113Updated this week
- ☆52Oct 23, 2023Updated 2 years ago
- Recycling diverse models☆46Jan 18, 2023Updated 3 years ago
- [KDD'23] This is the code repo for our KDD'23 paper "DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling".☆11Jun 14, 2023Updated 2 years ago
- ☆11Jul 25, 2023Updated 2 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆42Apr 25, 2023Updated 2 years ago
- Source code for the "Collision Risk Assessment and Forecasting on Maritime Data" paper☆13Oct 8, 2023Updated 2 years ago
- the calculation of dcpa ,tcpa,diatance and true bearing between ships☆11Nov 14, 2019Updated 6 years ago
- Efficient Learning Interpretable Shapelets for Accurate Time Series Classification, ICDE 2018☆14Feb 23, 2018Updated 8 years ago
- Transfer Learning for Survival Analysis via Efficient L2,1-norm Regularized Cox Regression☆13Sep 18, 2016Updated 9 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- Deep Learning Scaling tutorial material for the Deep Learning for Science School at Berkeley Lab☆10Jul 19, 2019Updated 6 years ago
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Sep 11, 2023Updated 2 years ago
- Source code for paper "Contrastive Out-of-Distribution Detection for Pretrained Transformers", EMNLP 2021☆40Nov 29, 2021Updated 4 years ago
- Example code for the NNGeometry PyTorch library☆10Aug 20, 2025Updated 6 months ago
- Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025☆16Jan 12, 2026Updated last month
- Unsupervised-Data-Augmentation-PyTorch☆12Dec 8, 2022Updated 3 years ago
- Graphical user interface for text-guided face editing☆11Jan 18, 2023Updated 3 years ago
- This is a project of Interspeech2021 paper "SpecMix : A Mixed Sample Data Augmentation method for Training with Time-Frequency Domain Fea…☆11Sep 27, 2022Updated 3 years ago