The imbalanced regression method DenseWeight produces sample weights for data points in regression tasks so that there is a higher emphasis on ML model performance for rare (and often extreme) data points in comparison to common data points. This repository provides a Python package with which one can easily use DenseWeight.
☆39Jul 29, 2021Updated 5 years ago
Alternatives and similar repositories for denseweight
Users that are interested in denseweight 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 paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method a…☆33Jul 8, 2021Updated 5 years ago
- Pre-processing technics for imbalanced datasets in regression modelling☆11Feb 11, 2026Updated 6 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Oct 28, 2022Updated 3 years ago
- Synthetic Minority Over-Sampling Technique for Regression☆348Feb 7, 2024Updated 2 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- SMOGN: a Pre-processing Approach for Imbalanced Regression - LIDTA2017☆27Aug 1, 2017Updated 9 years ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆920Mar 22, 2022Updated 4 years ago
- Wind Power Prediction with ECMWF Data as Input using Statistical Learning☆10Apr 7, 2020Updated 6 years ago
- Imbalanced Learning Regression☆48Apr 16, 2025Updated last year
- Protein Sequence Evolutionary Information Language Model☆14Oct 5, 2023Updated 2 years ago
- Repository containing the group project Wind Power Forecasting for DTU's 02456 Deep Learning.☆13Apr 7, 2022Updated 4 years ago
- A deep-learning-based multiple toolkits (DeTool) approach that uses the inputs of enzymes and substrates for biocatalystic tasks.☆14Nov 24, 2023Updated 2 years ago
- iDeepV: predicting RBP binding sites using vector representation learned from sequences with a CNN.☆10Jul 16, 2019Updated 7 years ago
- Code for computing the hidden biases in deep networks and its applications☆14Feb 23, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 4 years ago
- Reconstruction ICA☆10Aug 25, 2017Updated 9 years ago
- Ligand-binding site classification with deep graph neural networks.☆10Sep 24, 2023Updated 2 years ago
- ☆12Aug 5, 2022Updated 4 years ago
- Continual Resilient (CoRe) Optimizer for PyTorch☆12Jun 10, 2024Updated 2 years ago
- ☆10Feb 24, 2022Updated 4 years ago
- Wind power output forecast☆12Aug 20, 2020Updated 6 years ago
- ☆11Apr 5, 2022Updated 4 years ago
- Suite for Analysis of Molecular Simulations☆12Updated this week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- How to use matplotlib and seaborn to generate high-quality figures for a report, manuscript or dissertation.☆11May 14, 2023Updated 3 years ago
- Deep learning-based prediction of regulatory genome sequences☆12Apr 20, 2020Updated 6 years ago
- In this paper, we propose Filter Gradient Decent (FGD), an efficient stochastic optimization algorithm that makes a consistent estimation…☆12May 18, 2021Updated 5 years ago
- [NeurIPS 2024] Official implementation of the Efficiently Scaled Attention Interatomic Potential☆60Sep 26, 2025Updated 11 months ago
- Tool performing NLP on annual 10K filings using Spacy, Gensim etc.☆10May 23, 2023Updated 3 years ago
- CEBRA Demo Notebooks. Please see all of them at the URL below:☆15Jun 30, 2025Updated last year
- Machine Learning, Data Visualisation☆15Feb 18, 2020Updated 6 years ago
- Code that accompanies the paper Guided Deep Kernel Learning☆10Jul 2, 2023Updated 3 years ago
- Bonsai package for controlling headborne, calcium imaging miniscopes☆12Mar 4, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆18Sep 5, 2025Updated 11 months ago
- Contains a set of Python scripts that scrape Autotrader new and used car listings, construct empirical depreciation curves across car mod…☆12May 2, 2020Updated 6 years ago
- 🏆 The 2nd Place Submission to the CVPR2021-Evoked Emotion from Videos challenge.☆18Jun 7, 2021Updated 5 years ago
- Set a ROS navigation goal using latitude and longitude.☆10Nov 22, 2020Updated 5 years ago
- Source code for "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)☆17Jul 25, 2024Updated 2 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆11Oct 21, 2022Updated 3 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 3 years ago