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 4 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…☆32Jul 8, 2021Updated 4 years ago
- Pre-processing technics for imbalanced datasets in regression modelling☆11Feb 11, 2026Updated 3 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Oct 28, 2022Updated 3 years ago
- ☆13Dec 21, 2021Updated 4 years ago
- Synthetic Minority Over-Sampling Technique for Regression☆347Feb 7, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆14Apr 22, 2025Updated last year
- SMOGN: a Pre-processing Approach for Imbalanced Regression - LIDTA2017☆27Aug 1, 2017Updated 8 years ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆919Mar 22, 2022Updated 4 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- [DMKD-ECMLPKDD] Hierarchical Message-Passing Graph Neural Networks (https://arxiv.org/abs/2009.03717)☆24Oct 24, 2023Updated 2 years ago
- Imbalanced Learning Regression☆47Apr 16, 2025Updated last year
- Wind Power Prediction with ECMWF Data as Input using Statistical Learning☆10Apr 7, 2020Updated 6 years ago
- Implementation of STN (Spatial Transformer Network) and ICSTN (Inverse Compositional Spatial Transformer Networks) in Tensorlayer to pred…☆15Dec 6, 2021Updated 4 years ago
- Implementation of Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition☆10Feb 22, 2020Updated 6 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.
- wind_power_forecast☆41Jul 29, 2022Updated 3 years ago
- iDeepV: predicting RBP binding sites using vector representation learned from sequences with a CNN.☆10Jul 16, 2019Updated 6 years ago
- Samples for use with MLOps☆13Jul 6, 2023Updated 2 years ago
- A deep learning-based predictor of enzyme optimal pH☆10Jun 25, 2025Updated 11 months ago
- Code for computing the hidden biases in deep networks and its applications☆14Feb 23, 2023Updated 3 years ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 3 years ago
- Reconstruction ICA☆10Aug 25, 2017Updated 8 years ago
- ☆12Nov 28, 2022Updated 3 years ago
- DeepEarth: AI Foundation Model for Planetary Science & Sustainability☆32Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A deep-learning-based multiple toolkits (DeTool) approach that uses the inputs of enzymes and substrates for biocatalystic tasks.☆13Nov 24, 2023Updated 2 years ago
- How to use matplotlib and seaborn to generate high-quality figures for a report, manuscript or dissertation.☆11May 14, 2023Updated 3 years ago
- ☆11Apr 5, 2022Updated 4 years ago
- Suite for Analysis of Molecular Simulations☆11May 6, 2026Updated 2 weeks ago
- PyTorch/PyG implementation of M3GNet☆11Sep 11, 2023Updated 2 years ago
- A predictor of enzyme optimal temperature☆16Mar 13, 2025Updated last year
- Program Package for Sampling, Training and Applying ML-based Potential models☆12Updated this week
- A python program that detects human faces in an image and crops them automatically.☆14Feb 14, 2021Updated 5 years ago
- Tool performing NLP on annual 10K filings using Spacy, Gensim etc.☆10May 23, 2023Updated 3 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.
- Wind power output forecast☆12Aug 20, 2020Updated 5 years ago
- Bonsai package for controlling headborne, calcium imaging miniscopes☆12Mar 4, 2024Updated 2 years ago
- Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals☆13Jul 18, 2023Updated 2 years ago
- CEBRA Demo Notebooks. Please see all of them at the URL below:☆15Jun 30, 2025Updated 10 months ago
- ☆10Sep 14, 2022Updated 3 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Oct 21, 2022Updated 3 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 2 years ago