Noise Contrastive Estimation (NCE) in PyTorch
☆33Jun 3, 2026Updated 2 months ago
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 …☆16Jul 6, 2021Updated 5 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☆18Oct 22, 2024Updated last year
- ☆36Oct 20, 2020Updated 5 years ago
- 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.
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆39Jul 25, 2024Updated 2 years ago
- Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data☆11May 20, 2022Updated 4 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆68Mar 25, 2019Updated 7 years ago
- Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model …☆105Aug 14, 2020Updated 5 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆70Apr 8, 2022Updated 4 years ago
- PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.☆53May 14, 2021Updated 5 years ago
- ☆64Feb 7, 2024Updated 2 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆437Sep 16, 2022Updated 3 years ago
- Implementation of Insertion-deletion Denoising Diffusion Probabilistic Models☆30May 31, 2022Updated 4 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.
- ☆23Feb 4, 2025Updated last year
- Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.☆13Feb 4, 2023Updated 3 years ago
- Pharmacophore Elucidation with Convolutional Neural Networks and Reinforcement Learning☆18Apr 7, 2025Updated last year
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆38Mar 24, 2023Updated 3 years ago
- Code for Policy Bifurcation in Safe Reinforcement Learning☆10Jul 4, 2025Updated last year
- Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting☆11Mar 24, 2023Updated 3 years ago
- "Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling"☆11Aug 16, 2022Updated 3 years ago
- ☆54Mar 17, 2021Updated 5 years ago
- Pembrolizumab-like Antibody Hallucination using AlphaFold2☆16Nov 10, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Some notes on ML papers/methods☆14Feb 11, 2019Updated 7 years ago
- Test-Time Label-Shift Adaptation☆14May 24, 2023Updated 3 years ago
- A repo for various CAD stuff☆11Aug 19, 2019Updated 6 years ago
- ☆11Mar 13, 2021Updated 5 years ago
- Relative gradient optimization of the Jacobian term in unsupervised deep learning, NeurIPS 2020☆21Apr 27, 2021Updated 5 years ago
- Stochastic Normalizing Flows☆80Dec 9, 2021Updated 4 years ago
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)☆17Aug 22, 2025Updated 11 months ago
- [Archived]: Python framework for heart modeling using Ansys tools☆19Updated this week
- PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models☆154Sep 17, 2019Updated 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.
- MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price☆11Jun 13, 2022Updated 4 years ago
- ☆20Jan 15, 2024Updated 2 years ago
- Some methods to sampling data points from a given distribution.☆17Jul 16, 2018Updated 8 years ago
- Reinforcement learning tutorials using the rlberry library.☆18Jan 9, 2023Updated 3 years ago
- Code for CLVision workshop (CVPR 2024) paper - Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-train…☆11Nov 12, 2024Updated last year
- implement byol in cifar-10☆16May 9, 2022Updated 4 years ago
- ☆25Apr 16, 2021Updated 5 years ago