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View All on GitHub Persistent CD replay buffer across ranks 18 days ago
enhancement help wanted subtask performance advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Equivariant OT coupling with alignment 24 days ago
enhancement help wanted subtask test advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Schrodinger bridge coupling and paths ([SF]2M) 24 days ago
enhancement help wanted subtask test advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
MeanFlow loss for one-step generation 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
documentation help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Condition-aware minibatch OT coupling (C2OT) 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Diffusion Recovery Likelihood training 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Noise-Contrastive Estimation (NCE) loss 24 days ago
enhancement help wanted good first issue subtask test
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Sophisiticated logging system 24 days ago
documentation enhancement help wanted good first issue
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
bug documentation help wanted issue list test performance cuda
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Add Energy-based Transformer (EBT) 24 days ago
enhancement help wanted advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Creat a dedicated integrator class and use it across different samplers/SDEs/ODEs 24 days ago
documentation enhancement help wanted good first issue issue list
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Gradient checkpointing for large energy networks 24 days ago
enhancement help wanted subtask performance advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
No-U-Turn Sampler (NUTS) 24 days ago
enhancement help wanted subtask test advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask performance advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask performance cuda advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Fused Langevin update kernel (Triton) 24 days ago
enhancement help wanted subtask performance cuda advanced
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Contributor onboarding: advanced issues 24 days ago
help wanted issue list advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask advanced
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Adopt strict mypy configuration and CI gate 24 days ago
enhancement help wanted subtask intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Ito and Stratonovich Milstein SDE integrators 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Callback hooks for BaseTrainer 24 days ago
enhancement help wanted subtask intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Integrate EMA weights into BaseTrainer 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Parallel tempering (replica exchange) sampler 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Adaptive Metropolis sampler 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Slice sampler 24 days ago
enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask test intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Contributor onboarding: intermediate issues 24 days ago
help wanted issue list intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
DDIM and DPM-Solver++ solvers for FlowSampler 24 days ago
enhancement help wanted subtask performance intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask intermediate
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted subtask intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Sliced-Wasserstein coupling 24 days ago
documentation enhancement help wanted subtask test intermediate
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Consistent __repr__ for samplers and integrators 24 days ago
enhancement help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
documentation help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Cash-Karp 4(5) adaptive integrator 24 days ago
enhancement help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Explicit midpoint (RK2) integrator 24 days ago
enhancement help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Fix griffe docstring warnings in the docs build 24 days ago
documentation help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
documentation help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Examples for sliced and exact score matching 24 days ago
documentation help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Tests for torchebm/utils/profiling.py 24 days ago
help wanted good first issue subtask test
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
help wanted good first issue subtask test
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Add CONTRIBUTING.md 24 days ago
documentation help wanted good first issue subtask
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
enhancement help wanted good first issue subtask test
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Ship py.typed (PEP 561) 24 days ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
help wanted good first issue issue list
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[issue] add simulated annealing 24 days ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Metropolis-Hastings 24 days ago
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Samplers to be Implemented 24 days ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Runge–Kutta–Fehlberg (RKF45) 26 days ago
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Loss functions 26 days ago
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Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
bug help wanted subtask needs triage
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
Runge–Kutta Methods (RK2, RK4) 3 months ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
documentation enhancement good first issue subtask needs triage
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Issue]: remove deprecated API shims 3 months ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Profiling system 6 months ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Dopri5 integrator 6 months ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
[Feature]: Equilibrium Matching 10 months ago
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🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference
documentation enhancement help wanted good first issue subtask test needs triage
🍓 Build and train energy-based and diffusion models in PyTorch ⚡.
Python
#contrastive-divergence#cuda#diffusion-models#energy-based-model#equilibrium#equilibrium-matching#equilibrium-modeling#generative-ai#hamiltonian#hamiltonian-monte-carlo#langevin-dynamics#noise-contrastive-estimation#probabilistic-machine-learning#reasoning#sampling-methods#score-matching#variational-inference