9 results found Sort:

GFNOrg
torchgfn GFNOrg
42
259
other
6
A modular, easy to extend GFlowNet library
gfn library pytorch gflownet gflownets amortized-sampling
Created 2022-06-29
1,549 commits to master branch, last one 10 hours ago
alexhernandezgarcia
gflownet alexhernandezgarcia
16
239
apache-2.0
6
Generative Flow Networks - GFlowNet
python pytorch gflownet opensource aiforscience aiforsocialgood generativemodeling
Created 2022-10-17
4,265 commits to main branch, last one 2 days ago
recursionpharma
gflownet recursionpharma
48
234
mit
42
GFlowNet library specialized for graph & molecular data
pytorch gflownet deep-learning graph-neural-network
Created 2022-02-24
165 commits to trunk branch, last one 3 months ago
lazaratan
dyn-gfn lazaratan
13
51
mit
2
DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks
pytorch gflownet causal-discovery
Created 2023-02-06
50 commits to main branch, last one about a year ago
augustwester
gflownet augustwester
5
42
mit
1
A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)
pytorch gflownet drug-discovery graph-sampling generative-model
Created 2022-08-31
63 commits to main branch, last one about a year ago
GFNOrg
GFlowNet-EM GFNOrg
2
41
mit
5
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
vae grammar gflownet latent-variable-models expectation-maximization
Created 2023-01-30
8 commits to main branch, last one about a year ago
nshen7
alpha-gfn nshen7
9
40
unknown
1
A deep reinforcement learning framework for generating formulaic alpha factors for quantitative investment, powered by GFlowNet, implemented in Python&PyTorch.
python pytorch gflownet alpha-factors machine-learning quantitative-finance quantitative-trading reinforcement-learning deep-reinforcement-learning
Created 2024-05-08
21 commits to main branch, last one 8 months ago
d-tiapkin
gflownet-rl d-tiapkin
0
32
mit
2
Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)
pytorch gflownet deep-learning reinforcement-learning
Created 2023-10-22
17 commits to main branch, last one 11 months ago
tgritsaev
gflownet-tlm tgritsaev
0
26
mit
1
The source code for the paper "Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization" (ICLR 2025)
pytorch gflownet deep-learning reinforcement-learning
Created 2024-11-01
9 commits to main branch, last one 28 days ago