Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: energy-based-model
aklein4/MonArc
A practical method for training energy-based language models.
Language: Python - Size: 592 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 1 - 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: 2 days ago - Pushed: 6 months ago - Stars: 301 - Forks: 91
ermongroup/sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
Language: Python - Size: 8.73 MB - Last synced: 3 days ago - Pushed: over 4 years ago - Stars: 133 - Forks: 21
jmtomczak/intro_dgm
"Deep Generative Modeling": Introductory Examples
Language: Jupyter Notebook - Size: 7.5 MB - Last synced: 8 days ago - Pushed: about 2 months ago - Stars: 902 - Forks: 153
Ending2015a/toy_gradlogp
Some toy examples of score matching algorithms written in PyTorch
Language: Python - Size: 42.7 MB - Last synced: 12 days ago - Pushed: over 2 years ago - Stars: 44 - Forks: 5
yataobian/awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
Size: 146 KB - Last synced: 19 days ago - Pushed: 7 months ago - Stars: 252 - Forks: 27
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: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0
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: 2.46 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
amirgazar/Environmental-Impact-Assessment
performs Bayesian inference modeling to scope environmental impact assessments in sociotechnical energy systems
Language: R - Size: 20 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0
PetrMokrov/Energy-guided-Entropic-OT
Energy-guided Entropic Optimal Transport (ICLR'2024)
Language: Jupyter Notebook - Size: 30 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8 - Forks: 2
yuanyige/tea
[CVPR 2024] TEA: Test-time Energy Adaptation
Language: Python - Size: 553 KB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 25 - Forks: 0
raymonddeng99/synapse
Neuroscience and physics-informed cognitive models
Language: OCaml - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0
AspirinCode/papers-for-molecular-design-using-DL
List of molecular design using Generative AI and Deep Learning
Size: 3.95 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 502 - Forks: 74
kevinzakka/ibc
A PyTorch implementation of Implicit Behavioral Cloning
Language: Python - Size: 3.74 MB - Last synced: about 2 months ago - Pushed: almost 2 years ago - Stars: 90 - Forks: 12
JosephKJ/ELI
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
Language: Python - Size: 1.92 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 45 - Forks: 9
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: 2 months ago - Pushed: 2 months ago - Stars: 40 - Forks: 2
taneishi/DBN_CPI Fork of lisa-lab/DeepLearningTutorials
Deep Belief Network for Predicting Compound-Protein Interactions
Language: Python - Size: 443 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 2
taneishi/EBM_torch Fork of AmanPriyanshu/Deep-Belief-Networks-in-PyTorch
Energy Based Models in PyTorch
Language: Python - Size: 2.94 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 6 - Forks: 1
JosephKJ/OWOD
(CVPR 2021 Oral) Open World Object Detection
Language: Python - Size: 3.62 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 1,001 - Forks: 153
ChenWu98/generative-visual-prompt
[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models
Language: Python - Size: 27.5 MB - Last synced: 27 days ago - Pushed: 9 months ago - Stars: 114 - Forks: 5
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: 3 months ago - Pushed: about 1 year ago - Stars: 426 - Forks: 39
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: 3 months ago - Pushed: 7 months ago - Stars: 74 - Forks: 12
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: 3 months ago - Pushed: 8 months ago - Stars: 69 - Forks: 1
Div99/XQL
Extreme Q-Learning: Max Entropy RL without Entropy
Language: Python - Size: 46.8 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 58 - Forks: 9
yell/boltzmann-machines
Boltzmann Machines in TensorFlow with examples
Language: Jupyter Notebook - Size: 354 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 839 - Forks: 135
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: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
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: 4 months ago - Pushed: 4 months 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: 5 months ago - Pushed: 7 months ago - Stars: 9 - Forks: 0
Alwaysproblem/newbiesRL
Naive implementations of deep reinforcement learning algorithms
Language: Python - Size: 10.2 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - 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: 22 days ago - Pushed: over 1 year 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: 2 months ago - Pushed: almost 3 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: 3 months ago - Pushed: over 2 years ago - Stars: 63 - Forks: 7
chen-hao-chao/ebflow
[NeurIPS 2023] Training Energy-Based Normalizing Flow with Score-Matching Objectives
Language: Python - Size: 2.41 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0
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: about 2 months ago - Pushed: about 1 year ago - Stars: 26 - Forks: 3
lupalab/ace
Official code for the paper "Arbitrary Conditional Distributions with Energy".
Language: Python - Size: 78.1 KB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 6 - Forks: 2
lifeitech/nce
Noise Contrastive Estimation (NCE) in PyTorch
Language: Python - Size: 6.03 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 20 - Forks: 3
yuPeiyu98/Diffusion-Amortized-MCMC
[NeurIPS 2023] Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
Language: Python - Size: 1.66 MB - Last synced: 8 months ago - Pushed: 8 months 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: 7 months ago - Pushed: 9 months 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: 10 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
akarshp28/EIT-EBM
EIT-EBM
Language: Python - Size: 172 KB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 5 - Forks: 0
vahidzee/torchde
PyTorch wrapper for Deep Density Estimation Models
Language: Python - Size: 181 KB - Last synced: 6 days ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0
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: 10 months ago - Pushed: over 7 years ago - Stars: 10 - Forks: 5
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: 10 months ago - Pushed: almost 3 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: 11 months ago - Pushed: over 4 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: 4 months ago - Pushed: over 1 year 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: 3 months ago - Pushed: over 4 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: about 1 year ago - Pushed: about 1 year 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: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
nanlliu/compose-visual-relations
[NeurIPS 2021 Spotlight] Learning to Compose Visual Relations
Language: Python - Size: 25 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 93 - Forks: 12
sndnyang/JEMPP
PyTorch implementation of JEM++: Improved Techniques for Training JEM
Language: Python - Size: 56.6 KB - Last synced: about 1 year ago - Pushed: about 1 year 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: over 1 year ago - Pushed: over 4 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: over 1 year ago - Pushed: over 1 year 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: 4 months ago - Pushed: over 5 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: about 1 year ago - Pushed: over 1 year 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: over 1 year ago - Pushed: over 1 year 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: over 1 year ago - Pushed: over 5 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: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
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: over 1 year ago - Pushed: almost 2 years ago - Stars: 8 - 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: over 1 year ago - Pushed: almost 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: over 1 year ago - Pushed: almost 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: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
mlkorra/DeepEnergyModels
Word Segmentation in Sanskrit Using Energy Based Models
Size: 1.95 KB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1
pulkitgopalani/VAEBM
(Unofficial) Implementation of VAEBM (Xiao et al. 2021)
Language: Python - Size: 203 MB - Last synced: about 1 year ago - Pushed: over 2 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: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
zilongzheng/PatchGenCN
CVPR 2021 Oral Paper PatchGenCN
Language: Python - Size: 4.89 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 13 - Forks: 1
PritishC/cs726-project
Course project for CS726 @ IIT Bombay.
Language: Jupyter Notebook - Size: 854 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
parshakova/GAMS-for-Data-Efficient-Learning
Global Autoregressive Models (GAMs) for Data-Efficient Sequence Learning
Language: Jupyter Notebook - Size: 1000 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1
zilongzheng/CCoopNets
Tensorflow Implementation of Conditional CoopNets (TPAMI 2021)
Language: Python - Size: 37.1 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 1