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#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 2 days ago
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#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 25 days ago
documentation good first issue issue list 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
Runge–Kutta Methods (RK2, RK4) about 2 months ago
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
[Feature]: Extend base rk sde class to support implicit rk methods about 2 months ago
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 about 2 months ago
bug documentation help wanted subtask test needs triage
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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
bug documentation help wanted issue list test performance needs triage 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]: Profiling system 5 months ago
enhancement help wanted good first issue needs triage
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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]: Dopri5 integrator 5 months ago
enhancement help wanted 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
[Feature]: Sophisiticated logging system 5 months ago
documentation enhancement help wanted good first issue needs triage
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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 7 months ago
documentation enhancement help wanted good first issue issue list needs triage
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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]: Equilibrium Matching 9 months ago
documentation enhancement help wanted good first issue subtask test needs triage
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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 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