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github.com/NVlabs/neural-robot-dynamics
/ types & classes
Types & classes
49 in github.com/NVlabs/neural-robot-dynamics
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Functions
452
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Types & classes
49
↓ 10 callers
Class
NeuralEnvironment
Simulation environment wrapper that uses Neural Robot Dynamics Integrator.
envs/neural_environment.py:41
↓ 3 callers
Class
LayerNorm
LayerNorm but with an optional bias. PyTorch doesn't support simply bias=False
models/model_transformer.py:19
↓ 3 callers
Class
RunningMeanStd
utils/running_mean_std.py:20
↓ 3 callers
Class
TimeReport
utils/time_report.py:49
↓ 3 callers
Class
TrajectoryDataset
utils/datasets.py:118
↓ 3 callers
Class
TrajectorySampler
generate/trajectory_sampler.py:37
↓ 3 callers
Class
UniformSampler
Random sampling using uniform distribution.
generate/simulation_sampler.py:105
↓ 2 callers
Class
BatchTransitionDataset
utils/datasets.py:27
↓ 2 callers
Class
GPT
models/model_transformer.py:128
↓ 2 callers
Class
GPTConfig
models/model_transformer.py:119
↓ 2 callers
Class
MLPBase
models/base_models.py:21
↓ 2 callers
Class
NeuralSimEvaluator
utils/evaluator.py:37
↓ 2 callers
Class
RLGPUAlgoObserver
Allows us to log stats from the env along with the algorithm running stats.
envs/rlgames_env_wrapper.py:309
↓ 1 callers
Class
AbstractContact
Class for AbstractContact, a torch view of the rigid contact info in warp model Each contact is represented by: - contact_shape0 (fi
envs/abstract_contact.py:27
↓ 1 callers
Class
AbstractContactEnvironment
Implements an environment where the contacts are represented as an abstracted representation. A fixed set of possible contact pairs are deter
envs/abstract_contact_environment.py:190
↓ 1 callers
Class
Block
models/model_transformer.py:104
↓ 1 callers
Class
CausalSelfAttention
models/model_transformer.py:30
↓ 1 callers
Class
GRUBase
models/base_models.py:125
↓ 1 callers
Class
LSTMBase
models/base_models.py:49
↓ 1 callers
Class
Logger
utils/logger.py:19
↓ 1 callers
Class
MLP
models/model_transformer.py:88
↓ 1 callers
Class
MLPDeterministic
models/models.py:22
↓ 1 callers
Class
ModelMixedInput
models/models.py:57
↓ 1 callers
Class
NeuralIntegrator
An integrator that uses a neural network to predict the next state. This integrator only handles articulated rigid body dynamics. The sta
integrators/integrator_neural.py:127
↓ 1 callers
Class
RNNNeuralIntegrator
integrators/integrator_neural_rnn.py:25
↓ 1 callers
Class
RlgamesEnvironment
envs/rlgames_env_wrapper.py:60
↓ 1 callers
Class
SequenceModelTrainer
algorithms/sequence_model_trainer.py:23
↓ 1 callers
Class
StatefulNeuralIntegrator
integrators/integrator_neural_stateful.py:29
↓ 1 callers
Class
Timer
utils/time_report.py:20
↓ 1 callers
Class
TrajectorySamplerAnt
Data generator that samples random trajectories with a fixed ground assumption. For fixed ground, we use the contact settings from the env.
generate/trajectory_sampler_ant.py:31
↓ 1 callers
Class
TrajectorySamplerAnymal
Data generator that samples random trajectories with a fixed ground assumption. For fixed ground, we use the contact settings from the env.
generate/trajectory_sampler_anymal.py:35
↓ 1 callers
Class
TrajectorySamplerPendulum
Data generator that samples random trajectories [(states, controls, next_states)].
generate/trajectory_sampler_pendulum.py:41
↓ 1 callers
Class
TransformerNeuralIntegrator
integrators/integrator_neural_transformer.py:28
↓ 1 callers
Class
VanillaTrainer
algorithms/vanilla_trainer.py:46
Class
AntEnvironment
envs/warp_sim_envs/env_ant.py:315
Class
AnymalEnvironment
envs/warp_sim_envs/env_anymal.py:372
Class
AnymalJointPositionControlEnvironment
envs/warp_sim_envs/env_anymal_joint_position_control.py:59
Class
CartpoleEnvironment
envs/warp_sim_envs/env_cartpole.py:139
Class
CubeTossingEnvironment
envs/warp_sim_envs/env_cube_toss.py:156
Class
Environment
envs/warp_sim_envs/environment.py:171
Class
FixedNormal
models/distributions.py:19
Class
FrankaPandaEnvironment
envs/warp_sim_envs/env_franka_panda.py:199
Class
IntegratorType
envs/warp_sim_envs/environment.py:49
Class
PendulumWithContactEnvironment
envs/warp_sim_envs/env_pendulum_with_contact.py:63
Class
RenderMode
envs/warp_sim_envs/environment.py:40
Class
RunningMeanStdDict
utils/running_mean_std.py:88
Class
Sampler
Abstract class of data sampler.
generate/simulation_sampler.py:68
Class
SobolSampler
Systematic sampling using Sobol sequences.
generate/simulation_sampler.py:80
Class
WarpSimDataGenerator
Generic data generator for WarpSim environments.
generate/simulation_sampler.py:121