Implementation of Estimating Training Data Influence by Tracing Gradient Descent (NeurIPS 2020)
☆245Feb 14, 2022Updated 4 years ago
Alternatives and similar repositories for TracIn
Users that are interested in TracIn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆29Dec 8, 2022Updated 3 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆348Oct 29, 2023Updated 2 years ago
- Estimating Example Difficulty using Variance of Gradients☆67Jan 10, 2023Updated 3 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆90Feb 27, 2024Updated 2 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆40Dec 27, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆82Oct 3, 2024Updated last year
- Run fully connected artificial neural networks with dropout applied (mini)batchwise, rather than samplewise. Given two hidden layers each…☆15May 18, 2015Updated 11 years ago
- A lightweight experimental logging library☆53Dec 23, 2025Updated 8 months ago
- A simple PyTorch implementation of influence functions.☆96Jun 17, 2024Updated 2 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆310Jan 9, 2021Updated 5 years ago
- A library for evaluating representations.☆81Nov 21, 2021Updated 4 years ago
- ☆42May 20, 2020Updated 6 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆245Nov 18, 2024Updated last year
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reproducing TracIn (Tracing Gradient Descent) using PyTorch☆11Nov 17, 2021Updated 4 years ago
- Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.☆84Feb 16, 2021Updated 5 years ago
- A simple Jax implementation of influence functions.☆21Apr 9, 2024Updated 2 years ago
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆35Jan 10, 2026Updated 7 months ago
- ☆51Mar 24, 2023Updated 3 years ago
- ☆62Jun 8, 2021Updated 5 years ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆157Mar 13, 2021Updated 5 years ago
- A pytorch implementation of Progressive-GAN that is actually works, readable and simple to customize☆85Mar 12, 2022Updated 4 years ago
- ☆66Jan 13, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- GAN models implemented with Pytorch Lightning and Hydra configuration☆33Jun 5, 2022Updated 4 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆117Apr 27, 2021Updated 5 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆136Nov 22, 2022Updated 3 years ago
- code release for Representer point Selection for Explaining Deep Neural Network in NeurIPS 2018☆66Sep 13, 2021Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆991Jul 17, 2026Updated last month
- Materials for the practical sessions at EEML2019☆80Jul 1, 2020Updated 6 years ago
- Deep learning course CE7454, 2020☆29Oct 21, 2020Updated 5 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆299May 1, 2024Updated 2 years ago
- A Python library for mathematical optimization☆142Sep 27, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated 2 years ago
- Python codes for influential instance estimation☆56Dec 12, 2022Updated 3 years ago
- ☆93Nov 15, 2019Updated 6 years ago
- ☆16Apr 14, 2021Updated 5 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆14Aug 8, 2025Updated last year
- Official PyTorch implementation for "Understanding Instance-based Interpretability of Variational Auto-Encoders."☆13Oct 21, 2021Updated 4 years ago