CampusAI/Hamiltonian-Generative-Networks
Re-implementation of Hamiltonian Generative Networks paper
PythonMIT
Issues
- 1
Leapfrog integration
#88 opened by cablanc - 0
Crash when using deterministic
#84 opened by OleguerCanal - 0
Display train and test losses (reconstruction and KL) when training is done
#80 opened by OleguerCanal - 1
Should the integrator retain graph?
#23 opened by OleguerCanal - 0
Split-flow test calculation not working
#66 opened by charlio23 - 1
Grid search on GECO parameters
#78 opened by fedetask - 0
Extra experiments
#61 opened by fedetask - 2
Fix Hamiltonian network
#68 opened by OleguerCanal - 0
Datasets closer to the real ones
#69 opened by OleguerCanal - 0
Training input/output
#70 opened by OleguerCanal - 0
Geco parameters
#71 opened by OleguerCanal - 0
Merge no-f banch into master
#67 opened by charlio23 - 0
Add model rollout samples during training
#64 opened by OleguerCanal - 0
- 6
Implement GECO to stabilize learning
#21 opened by OleguerCanal - 0
Neural Hamiltonian Flow
#51 opened by charlio23 - 1
HGNResult memory management
#24 opened by OleguerCanal - 1
Issues in the current parameters and training
#41 opened by fedetask - 0
fix gravity initial conditions and colors
#53 opened by charlio23 - 0
Damped oscillator environment
#50 opened by charlio23 - 4
Decoder architecture
#19 opened by OleguerCanal - 2
Bugs/Improvements in networks
#25 opened by OleguerCanal - 0
Add offline data generation option
#22 opened by OleguerCanal - 9
- 0
Experiments tonight
#39 opened by OleguerCanal - 0
N-body environment
#14 opened by charlio23 - 2
Doubts
#9 opened by OleguerCanal - 0
- 1
Implement Leapfrog integrator for HGN
#20 opened by OleguerCanal - 0
Write objective function (loss)
#7 opened by OleguerCanal - 4
Integrator
#10 opened by OleguerCanal - 1
Experiment ideas
#5 opened by OleguerCanal - 2
- 5
Architectures
#2 opened by OleguerCanal - 0
Spring environment
#12 opened by charlio23 - 9
Simulation environment classes
#1 opened by OleguerCanal - 0
- 1
Develop baseline network to compare results
#8 opened by fedetask