Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)
☆111Feb 18, 2022Updated 4 years ago
Alternatives and similar repositories for stg
Users that are interested in stg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contrastive Poisson latent variable models (CPLVMs)☆11Feb 7, 2022Updated 4 years ago
- ☆17Oct 5, 2020Updated 5 years ago
- [Machine Learning Journal (ECML-PKDD 2022 journal track)] Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Tra…☆18Oct 2, 2023Updated 2 years ago
- SIMPLE: A Gradient Estimator for $k$-subset Sampling☆12Aug 8, 2024Updated last year
- ☆125May 24, 2022Updated 4 years ago
- 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.
- The code of the AAAI-19 paper "AFS: An Attention-based mechanism for Supervised Feature Selection".☆47Mar 12, 2019Updated 7 years ago
- An adapted PyTorch implementation of a Deep Recurrent Survival Analysis model.☆21Apr 12, 2023Updated 3 years ago
- DeepSurv is a deep learning approach to survival analysis.☆695Aug 27, 2020Updated 5 years ago
- DeepPINK: reproducible feature selection in deep neural networks☆22Mar 1, 2024Updated 2 years ago
- Feature selection for deep learning models.☆14Jan 9, 2021Updated 5 years ago
- ☆12Aug 13, 2022Updated 3 years ago
- Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023☆20Jun 29, 2023Updated 2 years ago
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆26Sep 11, 2023Updated 2 years ago
- Manipulate KEGG networks as NetworkX objects in in Python☆10Jan 21, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆235Feb 12, 2025Updated last year
- Feature selection in neural networks☆255Sep 23, 2024Updated last year
- Bandit based Reinforcement Learning applied on Feature selection, a Monte Carlo search tree algorithm is trained to find the best feature…☆21Dec 3, 2021Updated 4 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆31Nov 26, 2022Updated 3 years ago
- Pathology image classifier architecture☆13Jan 20, 2020Updated 6 years ago
- ☆14Feb 3, 2023Updated 3 years ago
- DCAP:Integrating multi-omics data with deep learning for predicting cancer prognosis☆21Feb 5, 2021Updated 5 years ago
- ☆13Feb 24, 2020Updated 6 years ago
- Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR☆63Jun 13, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A novel Sparse-Coding Based Approach Feature Selection with emphasizing joint l_1,2-norm minimization and the Class-Specific Feature Sele …☆16Apr 24, 2020Updated 6 years ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated 2 years ago
- ☆74Dec 15, 2018Updated 7 years ago
- Deep Learning Package in Python Based on The Deep Learning Tutorials and Theano☆23Oct 15, 2014Updated 11 years ago
- The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary …☆20Jun 15, 2023Updated 2 years ago
- Python (PyTorch) realization of Deep Feature Selection (Model, Algorithm)☆17Jul 26, 2020Updated 5 years ago
- repDNA is a Python package to generate various features of DNA sequences incorporating physicochemical properties and sequence-order effe…☆13Jul 16, 2022Updated 3 years ago
- mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.☆628Nov 19, 2024Updated last year
- Neural Additive Models (Google Research)☆75Sep 29, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.☆32Jun 17, 2024Updated last year
- Slides and talks from presentations, workshops, etc'☆19Feb 1, 2026Updated 4 months ago
- ☆12Sep 16, 2024Updated last year
- Example of using catboost regressor with sklearn pipelines.☆13Sep 26, 2019Updated 6 years ago
- Survival analysis with PyTorch☆985Sep 4, 2024Updated last year
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- Information Constraints on Auto-Encoding Variational Bayes☆11May 24, 2018Updated 8 years ago