Noise Contrastive Estimation (NCE) in PyTorch
☆32Mar 2, 2025Updated last year
Alternatives and similar repositories for nce
Users that are interested in nce are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Energy Based Models are a quite novel technique for density estimation. In this university project I explore this new research topic and …☆15Jul 6, 2021Updated 4 years ago
- ☆23Sep 24, 2021Updated 4 years ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆22Mar 12, 2022Updated 4 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆17Oct 22, 2024Updated last year
- ☆36Oct 20, 2020Updated 5 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.
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆39Jul 25, 2024Updated last year
- Some toy examples of score matching algorithms written in PyTorch☆56Dec 21, 2021Updated 4 years ago
- Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data☆11May 20, 2022Updated 3 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆68Mar 25, 2019Updated 7 years ago
- Simple illustrative examples for energy-based models in PyTorch☆68Feb 12, 2020Updated 6 years ago
- PyTorch implementation of JEM++: Improved Techniques for Training JEM☆13Mar 11, 2023Updated 3 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆69Apr 8, 2022Updated 4 years ago
- PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.☆52May 14, 2021Updated 4 years ago
- ☆64Feb 7, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for Residual Energy-Based Models for Text Generation in PyTorch.☆25Apr 27, 2021Updated 5 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆432Sep 16, 2022Updated 3 years ago
- ☆12Oct 20, 2020Updated 5 years ago
- Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models☆30May 31, 2022Updated 3 years ago
- ☆23Feb 4, 2025Updated last year
- Official Release of "Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling"☆49Jul 8, 2020Updated 5 years ago
- ☆13Mar 2, 2023Updated 3 years ago
- [NeurIPS 2021] Self-Supervised GANs with Label Augmentation☆22Apr 27, 2023Updated 3 years ago
- The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight…☆57Oct 5, 2022Updated 3 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.
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆13Feb 4, 2023Updated 3 years ago
- Code for Policy Bifurcation in Safe Reinforcement Learning☆10Jul 4, 2025Updated 10 months ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Apr 13, 2024Updated 2 years ago
- "Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling"☆11Aug 16, 2022Updated 3 years ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Apr 9, 2024Updated 2 years ago
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆11Jun 7, 2022Updated 3 years ago
- ☆10Nov 15, 2023Updated 2 years ago
- ☆54Mar 17, 2021Updated 5 years ago
- Pembrolizumab-like Antibody Hallucination using AlphaFold2☆16Nov 10, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Some notes on ML papers/methods☆14Feb 11, 2019Updated 7 years ago
- A minimal PyTorch implementation of BERT (Bidirectional Encoder Representations from Transformers)☆12Mar 20, 2023Updated 3 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- A repo for various CAD stuff☆11Aug 19, 2019Updated 6 years ago
- A set of files to allow a Duet Maestro to present a basic menu system on a 12864 reprap graphic display.☆12Jul 20, 2019Updated 6 years ago
- Denoising Diffusion Implicit Models☆28Mar 30, 2021Updated 5 years ago