GitHub topics: energy-based-model
AspirinCode/papers-for-molecular-design-using-DL
List of Molecular and Material design using Generative AI and Deep Learning
Size: 5.75 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 776 - Forks: 103

MAD-SG/generative-ai-start-to-surrender
Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models
Language: Jupyter Notebook - Size: 329 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 0

soran-ghaderi/torchebm
⚡ Energy-Based Modeling library for PyTorch, offering tools for sampling, inference, and learning in complex distributions.
Language: Python - Size: 22.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 7 - Forks: 1

JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
Language: Python - Size: 3.62 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 1,048 - Forks: 155

kevinzakka/ibc
A PyTorch implementation of Implicit Behavioral Cloning
Language: Python - Size: 3.74 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 103 - Forks: 13

yataobian/awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
Size: 146 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 291 - Forks: 28

Div99/XQL
Extreme Q-Learning: Max Entropy RL without Entropy
Language: Python - Size: 46.8 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 86 - Forks: 10

ermongroup/sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
Language: Python - Size: 8.73 MB - Last synced at: 21 days ago - Pushed at: over 5 years ago - Stars: 145 - Forks: 23

ChienFeng-hub/meow
[NeurIPS 2024] Maximum Entropy Reinforcement Learning via Energy-Based Normalizing Flow
Language: Python - Size: 162 MB - Last synced at: 26 days ago - Pushed at: 6 months ago - Stars: 26 - Forks: 1

nanlliu/Unsupervised-Compositional-Concepts-Discovery
[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models
Language: Python - Size: 64.3 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 83 - Forks: 3

energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
Language: Jupyter Notebook - Size: 161 MB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 470 - Forks: 41

jmtomczak/intro_dgm
"Deep Generative Modeling": Introductory Examples
Language: Jupyter Notebook - Size: 7.57 MB - Last synced at: 25 days ago - Pushed at: 7 months ago - Stars: 1,147 - Forks: 184

louis-alexandre-laguet/Joint_Energy_Based_Model
This repository implements the Joint Energy-Based Model (JEM), which combines image classification and generation. JEM uses a convolutional neural network to output both energy (image plausibility) and classification logits. It generates images via Langevin Dynamics and MCMC, refining noisy images into realistic ones.
Language: Jupyter Notebook - Size: 271 KB - Last synced at: 16 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

accel-brain/accel-brain-code
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Language: Python - Size: 98.3 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 91

taneishi/EnergyBasedModels Fork of AmanPriyanshu/Deep-Belief-Networks-in-PyTorch
Energy Based Models using PyTorch.
Language: Python - Size: 2.95 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 2

swyoon/Diffusion-by-MaxEntIRL
The official repository for NeurIPS 2024 Oral <Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models>
Language: Python - Size: 235 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 21 - Forks: 2

EnergyAttention/Energy-Based-CrossAttention
The official repository of "Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models".
Language: Python - Size: 15.3 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 48 - Forks: 3

BIT-DA/EADA
[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406
Language: Python - Size: 1.01 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 84 - Forks: 12

volagold/nce
Noise Contrastive Estimation (NCE) in PyTorch
Language: Python - Size: 6.03 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 32 - Forks: 4

yell/boltzmann-machines
Boltzmann Machines in TensorFlow with examples
Language: Jupyter Notebook - Size: 354 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 850 - Forks: 136

AI4Science-WestlakeU/t_scend
This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better energy-based training and scaling up test-time computation.
Language: Python - Size: 1.47 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 10 - Forks: 0

tinegachris/hybrid_renewable_pypsa
Analysis of a hybrid renewable energy network using PyPSA (Python for Power System Analysis)
Language: Python - Size: 4.54 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

mz-mustafa/EEM
Energy Economical Model has been developed to quantitatively answer the following question for industrial units, "What is the best energy source mix for my facility and operations?"
Language: Python - Size: 2.55 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

chen-hao-chao/ebflow
[NeurIPS 2023] Training Energy-Based Normalizing Flow with Score-Matching Objectives
Language: Python - Size: 10.3 MB - Last synced at: 26 days ago - Pushed at: 7 months ago - Stars: 8 - Forks: 1

ChristianLin0420/diffusion-model-universal
A comprehensive PyTorch-based framework for training and experimenting with various diffusion models. This project provides a modular and flexible implementation of multiple diffusion model variants, including DDPM, DDIM, Score-based, and Energy-based models.
Language: Python - Size: 141 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

JosephKJ/ELI
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
Language: Python - Size: 1.92 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 9

snap-stanford/zeroc
ZeroC is a neuro-symbolic method that trained with elementary visual concepts and relations, can zero-shot recognize and acquire more complex, hierarchical concepts, even across domains
Language: Jupyter Notebook - Size: 6.36 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 4

amirgazar/Environmental-Impact-Assessment
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
Language: R - Size: 20.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

Ending2015a/toy_gradlogp
Some toy examples of score matching algorithms written in PyTorch
Language: Python - Size: 42.7 MB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 6

Alwaysproblem/newbiesRL
Naive implementations of deep reinforcement learning algorithms
Language: Python - Size: 10.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

Graph-COM/GAD-EBM
[NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models
Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

genai-sut/genai-sut.github.io
Deep Generative Models Course Page @ Sharif University of Technology
Language: Vue - Size: 592 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

lupalab/ace
Official code for the paper "Arbitrary Conditional Distributions with Energy".
Language: Python - Size: 78.1 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2

raydog99/bolt
EBMs and JEPA architectures
Language: OCaml - Size: 80.1 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

akarshp28/EIT-EBM
EIT-EBM
Language: Jupyter Notebook - Size: 979 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0

aklein4/MonArc
A practical method for training energy-based language models.
Language: Python - Size: 592 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

mz-mustafa/EEM-2
Version 2.0 of the Energy Economical Model improves upon the original EEM release (see separate repo) by adding support for bulk upload of load profile and existing source utilization as well as Battery Energy Storage Systems.
Language: Python - Size: 26 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

PetrMokrov/Energy-guided-Entropic-OT
Energy-guided Entropic Optimal Transport (ICLR'2024)
Language: Jupyter Notebook - Size: 30 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 2

yuanyige/tea
[CVPR 2024] TEA: Test-time Energy Adaptation
Language: Python - Size: 553 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 0

taneishi/DBN_CPI Fork of lisa-lab/DeepLearningTutorials
Deep Belief Network for Predicting Compound-Protein Interactions
Language: Python - Size: 443 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 2

ChenWu98/generative-visual-prompt
[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models
Language: Python - Size: 27.5 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 114 - Forks: 5

parshakova/GAMS-for-Data-Efficient-Learning
Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning
Language: Jupyter Notebook - Size: 1000 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

Lemon-cmd/energy-transformer-graph
This repository contains the official code for Energy Transformer---an efficient Energy-based Transformer variant for graph classification
Language: Python - Size: 19.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 0

gudovskiy/flowenedet
Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"
Language: Python - Size: 2.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

SHI-Yu-Zhe/generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
Size: 992 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 7

fregu856/ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
Language: Python - Size: 25.5 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 59 - Forks: 10

JunLi-Galios/CDFL
Code for Weakly Supervised Energy-Based Learning for Action Segmentation (ICCV 2019 Oral)
Language: Python - Size: 81.1 KB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 63 - Forks: 7

chao1224/SGNN-EBM
Structured Multi-task Learning for Molecular Property Prediction, AISTATS'22 (https://proceedings.mlr.press/v151/liu22e.html)
Language: Python - Size: 468 KB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 0

yuPeiyu98/Diffusion-Amortized-MCMC
[NeurIPS 2023] Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
Language: Python - Size: 1.66 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

aillaud/Probabilistic-Models
Practical works on Bayesian classification, Hidden Markov Models and Restricted Boltzmann Machines
Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

raoulnormand/mnist_distribution
A CNN model trained to learn the distribution of the MNIST digits.
Language: Python - Size: 7.58 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

vahidzee/torchde
PyTorch wrapper for Deep Density Estimation Models
Language: Python - Size: 181 KB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

zilongzheng/CycleCoopNets
Official Implementation for AAAI 2021 "Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation"
Language: Python - Size: 43 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

hummosa/EnergyARC
Combining Energy-Based Modeling and RL to solve the challenging Abstract Reasoning Corpus[1] tasks.
Language: Python - Size: 5.54 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 2

gamma-opt/TSEP_illustrative_example
The transmission system expansion project application to study illustrative three-nodes energy system
Language: Julia - Size: 4.08 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

lzzcd001/ade-code
Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)
Language: Python - Size: 10.1 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 3

sverdoot/ex2mcmc_new Fork of svsamsonov/ex2mcmc_new
Local-Global MCMC kernels: the best of both worlds (NeurIPS 2022)
Language: Jupyter Notebook - Size: 68.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AmedBrook/DQN-Cooling-Heating-system
Cooling and Heating Optimization based on Deep Q-Learning.
Language: Jupyter Notebook - Size: 248 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

nanlliu/compose-visual-relations
[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations
Language: Python - Size: 25 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 93 - Forks: 12

sndnyang/JEMPP
PyTorch implementation of JEM++: Improved Techniques for Training JEM
Language: Python - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 6

cics-nd/pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
Language: Python - Size: 3.17 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 90 - Forks: 41

fregu856/ebms_proposals
Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.
Language: Python - Size: 13.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 1

DoktorMike/EnergyBasedModels.jl
A hobby project developing Energy Based Models in Julia
Language: Julia - Size: 35.2 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

PoppyCollis/generalised_prospective_configuration
Biologically plausible learning in visco-elastic materials: energy-based model (EBM) approach to learning based on contrastive hebbian learning in predictive coding networks.
Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

1202kbs/EBCLR
Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022
Language: Python - Size: 335 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

Demfier/ebm-sanskrit-word-segmentation 📦
Python implementation of "Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit," EMNLP 2018
Language: Python - Size: 1.4 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 2

Nikita-Belyak/TSEP_Nordic_case_study
The transmission system expansion project applicatin to study Nordic's energy system
Language: Python - Size: 268 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

fregu856/ebms_regression
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
Language: Jupyter Notebook - Size: 7.23 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 17

alexgabriel28/thesis
This is the repo for the master thesis at ITA - RWTH Aachen
Language: Python - Size: 3.36 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

gamma-opt/TSEP_Nordic_case_study
The transmission system expansion project applicatin to study Nordic's energy system
Language: Julia - Size: 4.08 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mlkorra/DeepEnergyModels
Word Segmentation in Sanskrit Using Energy Based Models
Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

pulkitgopalani/VAEBM
(Unofficial) Implementation of VAEBM (Xiao et al. 2021)
Language: Python - Size: 203 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

W-Mrt/Machine-Learning-for-Computational-Physics Fork of Melikakmm/Machine-learning-projects
Machine learning applications
Language: Jupyter Notebook - Size: 41.4 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

zilongzheng/PatchGenCN
CVPR 2021 Oral Paper PatchGenCN
Language: Python - Size: 4.89 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 1

PritishC/cs726-project
Course project for CS726 @ IIT Bombay.
Language: Jupyter Notebook - Size: 854 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

zilongzheng/CCoopNets
Tensorflow Implementation of Conditional CoopNets (TPAMI 2021)
Language: Python - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

christopher-beckham/cnn-energy-model
A Theano implementation of a CNN DSEBM (deep structured energy-based model) described in https://arxiv.org/pdf/1605.07717v2.pdf
Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 15 days ago - Pushed at: over 8 years ago - Stars: 10 - Forks: 5
