Qualia2
Introduction
1. Overview
2. Installation Guide
3. Tutorial
Development
1. Examples
2. Contribution Guide
Misc Notes
License
Qualia2
Docs
»
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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X
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Z
A
Abs (class in qualia2.autograd)
Acrobot (class in qualia2.rl.envs.classic_control)
action() (qualia2.rl.memory.Experience property)
action_space() (qualia2.rl.rl_core.Env property)
actions() (qualia2.rl.envs.atari.AtariBase property)
ActorCriticAgent (class in qualia2.rl.rl_core)
Adadelta (class in qualia2.nn.optim)
AdaGrad (class in qualia2.nn.optim)
Adam (class in qualia2.nn.optim)
AdaMax (class in qualia2.nn.optim)
Add (class in qualia2.autograd)
add_module() (qualia2.nn.modules.module.Module method)
add_params() (qualia2.nn.optim.Optimizer method)
after_episode() (qualia2.rl.agents.ddqn.DDQNTrainer method)
(qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
after_train() (qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
AlexNet (class in qualia2.vision.alexnet)
Amax (class in qualia2.functions.ufunc)
Amin (class in qualia2.functions.ufunc)
analogy() (in module qualia2.text.text_util)
animate() (qualia2.rl.rl_core.Env method)
append() (qualia2.data.transforms.Compose method)
(qualia2.nn.modules.module.Sequential method)
(qualia2.rl.memory.PrioritizedMemory method)
apply() (qualia2.nn.modules.module.Module method)
arange() (in module qualia2)
Arccos (class in qualia2.functions.trigonometric)
Arccosh (class in qualia2.functions.trigonometric)
Arcsin (class in qualia2.functions.trigonometric)
Arcsinh (class in qualia2.functions.trigonometric)
Arctan (class in qualia2.functions.trigonometric)
Arctanh (class in qualia2.functions.trigonometric)
array() (in module qualia2)
asnumpy() (qualia2.autograd.Tensor method)
AtariBase (class in qualia2.rl.envs.atari)
AvePool1d (class in qualia2.functions.pool)
AvePool2d (class in qualia2.functions.pool)
AvePool3d (class in qualia2.functions.pool)
AvgPool1d (class in qualia2.nn.modules.pool)
AvgPool2d (class in qualia2.nn.modules.pool)
AvgPool3d (class in qualia2.nn.modules.pool)
B
backward() (qualia2.autograd.Function method)
(qualia2.autograd.Tensor method)
(qualia2.functions.recurrent.LSTMCell method)
BaseAgent (class in qualia2.rl.rl_core)
Basic (class in qualia2.vision.resnet)
BatchNorm (class in qualia2.functions.normalize)
BatchNorm1d (class in qualia2.nn.modules.normalize)
BatchNorm2d (class in qualia2.nn.modules.normalize)
BatchNorm3d (class in qualia2.nn.modules.normalize)
before_episode() (qualia2.rl.agents.td3.TD3Trainer method)
(qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
before_train() (qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
beta() (qualia2.rl.memory.PrioritizedMemory method)
Bilinear (class in qualia2.nn.modules.linear)
BinaryCrossEntropy (class in qualia2.functions.loss)
BipedalWalker (class in qualia2.rl.envs.box2d)
BipedalWalkerHardcore (class in qualia2.rl.envs.box2d)
Bottleneck (class in qualia2.vision.resnet)
BreakOut (class in qualia2.rl.envs.atari)
BreakOutRAM (class in qualia2.rl.envs.atari)
BReLU (class in qualia2.functions.activation)
C
calc_grad() (qualia2.autograd.Abs method)
(qualia2.autograd.Add method)
(qualia2.autograd.Clamp method)
(qualia2.autograd.Div method)
(qualia2.autograd.Expand_dims method)
(qualia2.autograd.Function method)
(qualia2.autograd.Gather method)
(qualia2.autograd.Matmul method)
(qualia2.autograd.Mul method)
(qualia2.autograd.Neg method)
(qualia2.autograd.Pow method)
(qualia2.autograd.Reshape method)
(qualia2.autograd.Slice method)
(qualia2.autograd.Squeeze method)
(qualia2.autograd.Sub method)
(qualia2.autograd.Transpose method)
(qualia2.functions.activation.BReLU method)
(qualia2.functions.activation.ELU method)
(qualia2.functions.activation.Gaussian method)
(qualia2.functions.activation.LeakyReLU method)
(qualia2.functions.activation.ReLU method)
(qualia2.functions.activation.Sigmoid method)
(qualia2.functions.activation.SoftMax method)
(qualia2.functions.activation.SoftPlus method)
(qualia2.functions.activation.SoftSign method)
(qualia2.functions.activation.Tanhshrink method)
(qualia2.functions.array.Concat method)
(qualia2.functions.array.ListConcat method)
(qualia2.functions.complex.CMSELoss method)
(qualia2.functions.complex.CReLU method)
(qualia2.functions.complex.CTanh method)
(qualia2.functions.conv.Conv1d method)
(qualia2.functions.conv.Conv2d method)
(qualia2.functions.conv.Conv3d method)
(qualia2.functions.conv.ConvTranspose1d method)
(qualia2.functions.conv.ConvTranspose2d method)
(qualia2.functions.conv.ConvTranspose3d method)
(qualia2.functions.distance.CosineSimilarity method)
(qualia2.functions.dropout.Dropout method)
(qualia2.functions.linear_algebra.Dot method)
(qualia2.functions.linear_algebra.Linear method)
(qualia2.functions.linear_algebra.Tensordot method)
(qualia2.functions.loss.BinaryCrossEntropy method)
(qualia2.functions.loss.CrossEntropy method)
(qualia2.functions.loss.HuberLoss method)
(qualia2.functions.loss.LogisticBinaryCrossEntropy method)
(qualia2.functions.loss.MSELoss method)
(qualia2.functions.loss.SoftmaxCrossEntropy method)
(qualia2.functions.normalize.BatchNorm method)
(qualia2.functions.pool.AvePool1d method)
(qualia2.functions.pool.AvePool2d method)
(qualia2.functions.pool.AvePool3d method)
(qualia2.functions.pool.MaxPool1d method)
(qualia2.functions.pool.MaxPool2d method)
(qualia2.functions.pool.MaxPool3d method)
(qualia2.functions.pool.MaxUnpool1d method)
(qualia2.functions.pool.MaxUnpool2d method)
(qualia2.functions.pool.MaxUnpool3d method)
(qualia2.functions.recurrent.GRUCell method)
(qualia2.functions.recurrent.LSTMCell method)
(qualia2.functions.recurrent.RNNCell method)
(qualia2.functions.sparse.Embedding method)
(qualia2.functions.trigonometric.Arccos method)
(qualia2.functions.trigonometric.Arccosh method)
(qualia2.functions.trigonometric.Arcsin method)
(qualia2.functions.trigonometric.Arcsinh method)
(qualia2.functions.trigonometric.Arctan method)
(qualia2.functions.trigonometric.Arctanh method)
(qualia2.functions.trigonometric.Cos method)
(qualia2.functions.trigonometric.Cosh method)
(qualia2.functions.trigonometric.Sin method)
(qualia2.functions.trigonometric.Sinc method)
(qualia2.functions.trigonometric.Sinh method)
(qualia2.functions.trigonometric.Tan method)
(qualia2.functions.trigonometric.Tanh method)
(qualia2.functions.ufunc.Amax method)
(qualia2.functions.ufunc.Amin method)
(qualia2.functions.ufunc.Cbrt method)
(qualia2.functions.ufunc.Exp method)
(qualia2.functions.ufunc.Log method)
(qualia2.functions.ufunc.Log10 method)
(qualia2.functions.ufunc.Maximum method)
(qualia2.functions.ufunc.Mean method)
(qualia2.functions.ufunc.Minimum method)
(qualia2.functions.ufunc.Sqrt method)
(qualia2.functions.ufunc.Sum method)
(qualia2.functions.vision.Upsample method)
calculate_gain() (in module qualia2.nn.init)
CarRacing (class in qualia2.rl.envs.box2d)
CartPole (class in qualia2.rl.envs.classic_control)
CBOW (class in qualia2.text.cbow)
Cbrt (class in qualia2.functions.ufunc)
CenterCrop (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
check_function() (in module qualia2.util)
CIFAR10 (class in qualia2.data.cifar)
CIFAR100 (class in qualia2.data.cifar)
Clamp (class in qualia2.autograd)
clamp() (qualia2.autograd.Tensor method)
CLinear (class in qualia2.nn.modules.linear)
close() (qualia2.rl.rl_core.Env method)
CMSELoss (class in qualia2.functions.complex)
Compose (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
Concat (class in qualia2.functions.array)
constant_() (in module qualia2.nn.init)
Conv1d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
conv1x1() (in module qualia2.vision.resnet)
Conv2d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
Conv3d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
conv3x3() (in module qualia2.vision.resnet)
ConvTranspose1d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
ConvTranspose2d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
ConvTranspose3d (class in qualia2.functions.conv)
(class in qualia2.nn.modules.conv)
copy() (in module qualia2)
(qualia2.autograd.Tensor method)
Cos (class in qualia2.functions.trigonometric)
Cosh (class in qualia2.functions.trigonometric)
CosineSimilarity (class in qualia2.functions.distance)
create_block() (qualia2.vision.openpose.OpenPoseBody static method)
(qualia2.vision.openpose.OpenPoseHand static method)
create_layers() (qualia2.vision.vgg.VGG static method)
CReLU (class in qualia2.functions.complex)
CrossEntropy (class in qualia2.functions.loss)
CTanh (class in qualia2.functions.complex)
D
DataLoader (class in qualia2.data.dataloader)
Dataset (class in qualia2.data.dataset)
DDQN (class in qualia2.rl.agents.ddqn)
DDQNTrainer (class in qualia2.rl.agents.ddqn)
defaults() (qualia2.rl.rl_util.Trainer property)
DenseBlock (class in qualia2.vision.densenet)
DenseLayer (class in qualia2.vision.densenet)
DenseNet (class in qualia2.vision.densenet)
DenseNet121() (in module qualia2.vision.densenet)
densenet121() (qualia2.vision.densenet.DenseNet class method)
DenseNet161() (in module qualia2.vision.densenet)
densenet161() (qualia2.vision.densenet.DenseNet class method)
DenseNet169() (in module qualia2.vision.densenet)
densenet169() (qualia2.vision.densenet.DenseNet class method)
DenseNet201() (in module qualia2.vision.densenet)
densenet201() (qualia2.vision.densenet.DenseNet class method)
detach() (qualia2.autograd.Tensor method)
Div (class in qualia2.autograd)
done() (qualia2.rl.memory.Experience property)
Dot (class in qualia2.functions.linear_algebra)
download_progress() (in module qualia2.util)
DQN (class in qualia2.rl.agents.dqn)
DQNTrainer (class in qualia2.rl.agents.dqn)
Dropout (class in qualia2.functions.dropout)
(class in qualia2.nn.modules.dropout)
E
ELU (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
Embedding (class in qualia2.functions.sparse)
(class in qualia2.nn.modules.sparse)
EMNIST (class in qualia2.data.emnist)
empty() (in module qualia2)
empty_like() (in module qualia2)
Env (class in qualia2.rl.rl_core)
eval() (qualia2.nn.modules.module.Module method)
Exp (class in qualia2.functions.ufunc)
Expand_dims (class in qualia2.autograd)
expand_dims() (qualia2.autograd.Tensor method)
expansion (qualia2.vision.resnet.Basic attribute)
(qualia2.vision.resnet.Bottleneck attribute)
Experience (class in qualia2.rl.memory)
experience_replay() (qualia2.rl.agents.td3.TD3Trainer method)
(qualia2.rl.rl_util.Trainer method)
F
FashionMNIST (class in qualia2.data.fashion_mnist)
fill() (qualia2.autograd.Tensor method)
FIMLP (class in qualia2.data.fimlp)
Fire (class in qualia2.vision.squeezenet)
Flatten (class in qualia2.data.transforms)
(class in qualia2.nn.modules.activation)
fold() (qualia2.functions.conv.Conv1d static method)
(qualia2.functions.conv.Conv2d static method)
(qualia2.functions.conv.Conv3d static method)
(qualia2.functions.pool.AvePool1d static method)
(qualia2.functions.pool.AvePool2d static method)
(qualia2.functions.pool.AvePool3d static method)
(qualia2.functions.pool.MaxPool1d static method)
(qualia2.functions.pool.MaxPool2d static method)
(qualia2.functions.pool.MaxPool3d static method)
forward() (qualia2.autograd.Abs static method)
(qualia2.autograd.Add static method)
(qualia2.autograd.Clamp static method)
(qualia2.autograd.Div static method)
(qualia2.autograd.Expand_dims static method)
(qualia2.autograd.Function static method)
(qualia2.autograd.Gather static method)
(qualia2.autograd.Matmul static method)
(qualia2.autograd.Mul static method)
(qualia2.autograd.Neg static method)
(qualia2.autograd.Pow static method)
(qualia2.autograd.Reshape static method)
(qualia2.autograd.Slice static method)
(qualia2.autograd.Squeeze static method)
(qualia2.autograd.Sub static method)
(qualia2.autograd.Transpose static method)
(qualia2.functions.activation.BReLU static method)
(qualia2.functions.activation.ELU static method)
(qualia2.functions.activation.Gaussian static method)
(qualia2.functions.activation.Identity static method)
(qualia2.functions.activation.LeakyReLU static method)
(qualia2.functions.activation.ReLU static method)
(qualia2.functions.activation.Sigmoid static method)
(qualia2.functions.activation.SoftMax static method)
(qualia2.functions.activation.SoftPlus static method)
(qualia2.functions.activation.SoftSign static method)
(qualia2.functions.activation.Tanhshrink static method)
(qualia2.functions.array.Concat static method)
(qualia2.functions.array.ListConcat static method)
(qualia2.functions.complex.CMSELoss static method)
(qualia2.functions.complex.CReLU static method)
(qualia2.functions.complex.CTanh static method)
(qualia2.functions.conv.Conv1d static method)
(qualia2.functions.conv.Conv2d static method)
(qualia2.functions.conv.Conv3d static method)
(qualia2.functions.conv.ConvTranspose1d static method)
(qualia2.functions.conv.ConvTranspose2d static method)
(qualia2.functions.conv.ConvTranspose3d static method)
(qualia2.functions.distance.CosineSimilarity static method)
(qualia2.functions.dropout.Dropout static method)
(qualia2.functions.linear_algebra.Dot static method)
(qualia2.functions.linear_algebra.Linear static method)
(qualia2.functions.linear_algebra.Tensordot static method)
(qualia2.functions.loss.BinaryCrossEntropy static method)
(qualia2.functions.loss.CrossEntropy static method)
(qualia2.functions.loss.HuberLoss static method)
(qualia2.functions.loss.LogisticBinaryCrossEntropy static method)
(qualia2.functions.loss.MSELoss static method)
(qualia2.functions.loss.SoftmaxCrossEntropy static method)
(qualia2.functions.normalize.BatchNorm static method)
(qualia2.functions.pool.AvePool1d static method)
(qualia2.functions.pool.AvePool2d static method)
(qualia2.functions.pool.AvePool3d static method)
(qualia2.functions.pool.GlobalAvePool1d static method)
(qualia2.functions.pool.GlobalAvePool2d static method)
(qualia2.functions.pool.GlobalAvePool3d static method)
(qualia2.functions.pool.MaxPool1d static method)
(qualia2.functions.pool.MaxPool2d static method)
(qualia2.functions.pool.MaxPool3d static method)
(qualia2.functions.pool.MaxUnpool1d static method)
(qualia2.functions.pool.MaxUnpool2d static method)
(qualia2.functions.pool.MaxUnpool3d static method)
(qualia2.functions.recurrent.GRU static method)
(qualia2.functions.recurrent.GRUCell static method)
(qualia2.functions.recurrent.LSTM static method)
(qualia2.functions.recurrent.LSTMCell static method)
(qualia2.functions.recurrent.RNN static method)
(qualia2.functions.recurrent.RNNCell static method)
(qualia2.functions.sparse.Embedding static method)
(qualia2.functions.trigonometric.Arccos static method)
(qualia2.functions.trigonometric.Arccosh static method)
(qualia2.functions.trigonometric.Arcsin static method)
(qualia2.functions.trigonometric.Arcsinh static method)
(qualia2.functions.trigonometric.Arctan static method)
(qualia2.functions.trigonometric.Arctanh static method)
(qualia2.functions.trigonometric.Cos static method)
(qualia2.functions.trigonometric.Cosh static method)
(qualia2.functions.trigonometric.Sin static method)
(qualia2.functions.trigonometric.Sinc static method)
(qualia2.functions.trigonometric.Sinh static method)
(qualia2.functions.trigonometric.Tan static method)
(qualia2.functions.trigonometric.Tanh static method)
(qualia2.functions.ufunc.Amax static method)
(qualia2.functions.ufunc.Amin static method)
(qualia2.functions.ufunc.Cbrt static method)
(qualia2.functions.ufunc.Exp static method)
(qualia2.functions.ufunc.Log static method)
(qualia2.functions.ufunc.Log10 static method)
(qualia2.functions.ufunc.Maximum static method)
(qualia2.functions.ufunc.Mean static method)
(qualia2.functions.ufunc.Minimum static method)
(qualia2.functions.ufunc.Sqrt static method)
(qualia2.functions.ufunc.Sum static method)
(qualia2.functions.vision.Upsample static method)
(qualia2.nn.modules.activation.ELU method)
(qualia2.nn.modules.activation.Flatten method)
(qualia2.nn.modules.activation.Identity method)
(qualia2.nn.modules.activation.LeakyReLU method)
(qualia2.nn.modules.activation.ReLU method)
(qualia2.nn.modules.activation.Sigmoid method)
(qualia2.nn.modules.activation.SoftMax method)
(qualia2.nn.modules.activation.SoftPuls method)
(qualia2.nn.modules.activation.SoftSign method)
(qualia2.nn.modules.activation.Tanh method)
(qualia2.nn.modules.conv.Conv1d method)
(qualia2.nn.modules.conv.Conv2d method)
(qualia2.nn.modules.conv.Conv3d method)
(qualia2.nn.modules.conv.ConvTranspose1d method)
(qualia2.nn.modules.conv.ConvTranspose2d method)
(qualia2.nn.modules.conv.ConvTranspose3d method)
(qualia2.nn.modules.dropout.Dropout method)
(qualia2.nn.modules.linear.Bilinear method)
(qualia2.nn.modules.linear.CLinear method)
(qualia2.nn.modules.linear.Linear method)
(qualia2.nn.modules.linear.NoisyLinear method)
(qualia2.nn.modules.module.Module method)
(qualia2.nn.modules.module.Sequential method)
(qualia2.nn.modules.normalize.BatchNorm1d method)
(qualia2.nn.modules.normalize.BatchNorm2d method)
(qualia2.nn.modules.normalize.BatchNorm3d method)
(qualia2.nn.modules.pool.AvgPool1d method)
(qualia2.nn.modules.pool.AvgPool2d method)
(qualia2.nn.modules.pool.AvgPool3d method)
(qualia2.nn.modules.pool.GlobalAvgPool1d method)
(qualia2.nn.modules.pool.GlobalAvgPool2d method)
(qualia2.nn.modules.pool.GlobalAvgPool3d method)
(qualia2.nn.modules.pool.MaxPool1d method)
(qualia2.nn.modules.pool.MaxPool2d method)
(qualia2.nn.modules.pool.MaxPool3d method)
(qualia2.nn.modules.pool.MaxUnpool1d method)
(qualia2.nn.modules.pool.MaxUnpool2d method)
(qualia2.nn.modules.pool.MaxUnpool3d method)
(qualia2.nn.modules.recurrent.GRU method)
(qualia2.nn.modules.recurrent.GRUCell method)
(qualia2.nn.modules.recurrent.LSTM method)
(qualia2.nn.modules.recurrent.LSTMCell method)
(qualia2.nn.modules.recurrent.RNN method)
(qualia2.nn.modules.recurrent.RNNCell method)
(qualia2.nn.modules.sparse.Embedding method)
(qualia2.text.cbow.CBOW method)
(qualia2.vision.alexnet.AlexNet method)
(qualia2.vision.densenet.DenseBlock method)
(qualia2.vision.densenet.DenseLayer method)
(qualia2.vision.densenet.DenseNet method)
(qualia2.vision.openpose.OpenPoseBody method)
(qualia2.vision.openpose.OpenPoseHand method)
(qualia2.vision.resnet.Basic method)
(qualia2.vision.resnet.Bottleneck method)
(qualia2.vision.resnet.ResNet method)
(qualia2.vision.squeezenet.Fire method)
(qualia2.vision.squeezenet.SqueezeNet method)
(qualia2.vision.vgg.VGG method)
FrozenLake (class in qualia2.rl.envs.toy_text)
FrozenLake8x8 (class in qualia2.rl.envs.toy_text)
Function (class in qualia2.autograd)
G
Gather (class in qualia2.autograd)
gather() (qualia2.autograd.Tensor method)
Gaussian (class in qualia2.functions.activation)
get_train_signal() (qualia2.rl.agents.ddqn.DDQN method)
(qualia2.rl.agents.td3.TD3 method)
(qualia2.rl.rl_core.BaseAgent method)
GlobalAvePool1d (class in qualia2.functions.pool)
GlobalAvePool2d (class in qualia2.functions.pool)
GlobalAvePool3d (class in qualia2.functions.pool)
GlobalAvgPool1d (class in qualia2.nn.modules.pool)
GlobalAvgPool2d (class in qualia2.nn.modules.pool)
GlobalAvgPool3d (class in qualia2.nn.modules.pool)
gradasnumpy() (qualia2.autograd.Tensor method)
GRU (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
GRUCell (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
H
handle_broadcast() (qualia2.autograd.Function static method)
handle_const() (qualia2.autograd.Tensor method)
HuberLoss (class in qualia2.functions.loss)
I
Identity (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
init() (qualia2.rl.rl_core.ActorCriticAgent class method)
(qualia2.rl.rl_core.BaseAgent class method)
K
kaiming_normal_() (in module qualia2.nn.init)
kaiming_uniform_() (in module qualia2.nn.init)
Kuzushi49 (class in qualia2.data.kuzushi_mnist)
KuzushiMNIST (class in qualia2.data.kuzushi_mnist)
L
LeakyReLU (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
Linear (class in qualia2.functions.linear_algebra)
(class in qualia2.nn.modules.linear)
linspace() (in module qualia2)
ListConcat (class in qualia2.functions.array)
load() (in module qualia2)
(qualia2.nn.modules.module.Module method)
(qualia2.rl.agents.td3.TD3 method)
(qualia2.rl.rl_core.ActorCriticAgent method)
(qualia2.rl.rl_core.BaseAgent method)
load_actor() (qualia2.rl.rl_core.ActorCriticAgent method)
load_settings() (qualia2.rl.rl_util.Trainer method)
load_state_dict() (qualia2.nn.modules.module.Module method)
(qualia2.nn.optim.Optimizer method)
load_state_dict_from_url() (qualia2.nn.modules.module.Module method)
Log (class in qualia2.functions.ufunc)
Log10 (class in qualia2.functions.ufunc)
LogisticBinaryCrossEntropy (class in qualia2.functions.loss)
LSTM (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
LSTMCell (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
LunarLander (class in qualia2.rl.envs.box2d)
LunarLanderContinuous (class in qualia2.rl.envs.box2d)
M
Matmul (class in qualia2.autograd)
max_steps() (qualia2.rl.rl_core.Env property)
Maximum (class in qualia2.functions.ufunc)
MaxPool1d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
MaxPool2d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
MaxPool3d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
MaxUnpool1d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
MaxUnpool2d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
MaxUnpool3d (class in qualia2.functions.pool)
(class in qualia2.nn.modules.pool)
Mean (class in qualia2.functions.ufunc)
Minimum (class in qualia2.functions.ufunc)
MNIST (class in qualia2.data.mnist)
Module (class in qualia2.nn.modules.module)
modules() (qualia2.nn.modules.module.Module method)
most_similar() (in module qualia2.text.text_util)
MountainCar (class in qualia2.rl.envs.classic_control)
MountainCarContinuous (class in qualia2.rl.envs.classic_control)
MSELoss (class in qualia2.functions.loss)
Mul (class in qualia2.autograd)
N
Nadam (class in qualia2.nn.optim)
Neg (class in qualia2.autograd)
next() (qualia2.rl.memory.Experience property)
NoisyLinear (class in qualia2.nn.modules.linear)
normal() (in module qualia2)
(qualia2.autograd.Tensor method)
normal_() (in module qualia2.nn.init)
normal_like() (in module qualia2)
Normalize (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
normalize() (qualia2.rl.envs.atari.AtariBase static method)
NovoGrad (class in qualia2.nn.optim)
numel() (in module qualia2)
numerical_grad() (in module qualia2.util)
O
observation_space() (qualia2.rl.rl_core.Env property)
ones() (in module qualia2)
(qualia2.autograd.Tensor method)
ones_() (in module qualia2.nn.init)
ones_like() (in module qualia2)
OpenPoseBody (class in qualia2.vision.openpose)
OpenPoseHand (class in qualia2.vision.openpose)
Optimizer (class in qualia2.nn.optim)
P
params() (qualia2.nn.modules.module.Module method)
Pendulum (class in qualia2.rl.envs.classic_control)
play() (qualia2.rl.rl_core.BaseAgent method)
plot() (qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
policy() (qualia2.rl.rl_core.ActorCriticAgent method)
(qualia2.rl.rl_core.BaseAgent method)
(qualia2.rl.rl_core.PolicyAgent method)
(qualia2.rl.rl_core.ValueAgent method)
PolicyAgent (class in qualia2.rl.rl_core)
Pong (class in qualia2.rl.envs.atari)
PongRAM (class in qualia2.rl.envs.atari)
Pow (class in qualia2.autograd)
prepare() (qualia2.autograd.Function class method)
(qualia2.data.cifar.CIFAR10 method)
(qualia2.data.cifar.CIFAR100 method)
(qualia2.data.dataset.Dataset method)
(qualia2.data.emnist.EMNIST method)
(qualia2.data.fashion_mnist.FashionMNIST method)
(qualia2.data.fimlp.FIMLP method)
(qualia2.data.kuzushi_mnist.Kuzushi49 method)
(qualia2.data.kuzushi_mnist.KuzushiMNIST method)
(qualia2.data.mnist.MNIST method)
(qualia2.data.stl10.STL10 method)
PrioritizedMemory (class in qualia2.rl.memory)
progressbar() (in module qualia2.util)
Q
qualia (module)
qualia2 (module)
qualia2.autograd (module)
qualia2.core (module)
qualia2.data (module)
qualia2.data.basic (module)
qualia2.data.cifar (module)
qualia2.data.dataloader (module)
qualia2.data.dataset (module)
qualia2.data.emnist (module)
qualia2.data.fashion_mnist (module)
qualia2.data.fimlp (module)
qualia2.data.kuzushi_mnist (module)
qualia2.data.mnist (module)
qualia2.data.stl10 (module)
qualia2.data.transforms (module)
qualia2.functions (module)
qualia2.functions.activation (module)
qualia2.functions.array (module)
qualia2.functions.complex (module)
qualia2.functions.conv (module)
qualia2.functions.distance (module)
qualia2.functions.dropout (module)
qualia2.functions.linear_algebra (module)
qualia2.functions.loss (module)
qualia2.functions.normalize (module)
qualia2.functions.pool (module)
qualia2.functions.recurrent (module)
qualia2.functions.sparse (module)
qualia2.functions.trigonometric (module)
qualia2.functions.ufunc (module)
qualia2.functions.vision (module)
qualia2.nn (module)
qualia2.nn.init (module)
qualia2.nn.modules (module)
qualia2.nn.modules.activation (module)
qualia2.nn.modules.conv (module)
qualia2.nn.modules.dropout (module)
qualia2.nn.modules.linear (module)
qualia2.nn.modules.module (module)
qualia2.nn.modules.normalize (module)
qualia2.nn.modules.pool (module)
qualia2.nn.modules.recurrent (module)
qualia2.nn.modules.sparse (module)
qualia2.nn.optim (module)
qualia2.rl (module)
qualia2.rl.agents (module)
qualia2.rl.agents.ddqn (module)
qualia2.rl.agents.dqn (module)
qualia2.rl.agents.td3 (module)
qualia2.rl.envs (module)
qualia2.rl.envs.atari (module)
qualia2.rl.envs.box2d (module)
qualia2.rl.envs.classic_control (module)
qualia2.rl.envs.roboschool (module)
qualia2.rl.envs.toy_text (module)
qualia2.rl.memory (module)
qualia2.rl.rl_core (module)
qualia2.rl.rl_util (module)
qualia2.text (module)
qualia2.text.cbow (module)
qualia2.text.text_util (module)
qualia2.util (module)
qualia2.vision (module)
qualia2.vision.alexnet (module)
qualia2.vision.densenet (module)
qualia2.vision.imagenet_labels (module)
qualia2.vision.openpose (module)
qualia2.vision.resnet (module)
qualia2.vision.squeezenet (module)
qualia2.vision.transforms (module)
qualia2.vision.vgg (module)
R
RAdam (class in qualia2.nn.optim)
rand() (in module qualia2)
rand_like() (in module qualia2)
randint() (in module qualia2)
randint_like() (in module qualia2)
randn() (in module qualia2)
randn_like() (in module qualia2)
register_hook() (qualia2.autograd.Tensor method)
ReLU (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
render() (qualia2.rl.rl_core.Env method)
ReplayMemory (class in qualia2.rl.memory)
reset() (qualia2.rl.rl_core.Env method)
reset_params() (qualia2.nn.modules.linear.NoisyLinear method)
Reshape (class in qualia2.autograd)
reshape() (qualia2.autograd.Tensor method)
Resize (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
resize() (qualia2.rl.envs.atari.AtariBase static method)
ResNet (class in qualia2.vision.resnet)
ResNet101() (in module qualia2.vision.resnet)
resnet101() (qualia2.vision.resnet.ResNet class method)
ResNet152() (in module qualia2.vision.resnet)
resnet152() (qualia2.vision.resnet.ResNet class method)
ResNet18() (in module qualia2.vision.resnet)
resnet18() (qualia2.vision.resnet.ResNet class method)
ResNet34() (in module qualia2.vision.resnet)
resnet34() (qualia2.vision.resnet.ResNet class method)
ResNet50() (in module qualia2.vision.resnet)
resnet50() (qualia2.vision.resnet.ResNet class method)
reward() (qualia2.rl.memory.Experience property)
reward_transformer() (qualia2.rl.envs.classic_control.CartPole method)
(qualia2.rl.envs.classic_control.MountainCar method)
(qualia2.rl.envs.classic_control.MountainCarContinuous method)
(qualia2.rl.rl_core.Env method)
RMSProp (class in qualia2.nn.optim)
RNN (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
RNNCell (class in qualia2.functions.recurrent)
(class in qualia2.nn.modules.recurrent)
RoboschoolAnt (class in qualia2.rl.envs.roboschool)
RoboSchoolBase (class in qualia2.rl.envs.roboschool)
RoboschoolHalfCheetah (class in qualia2.rl.envs.roboschool)
RoboschoolHopper (class in qualia2.rl.envs.roboschool)
RoboschoolHumanoid (class in qualia2.rl.envs.roboschool)
RoboschoolWalker2d (class in qualia2.rl.envs.roboschool)
S
sample() (qualia2.rl.memory.PrioritizedMemory method)
(qualia2.rl.memory.ReplayMemory method)
sample_noise() (qualia2.nn.modules.linear.NoisyLinear method)
save() (in module qualia2)
(qualia2.nn.modules.module.Module method)
(qualia2.rl.agents.td3.TD3 method)
(qualia2.rl.rl_core.ActorCriticAgent method)
(qualia2.rl.rl_core.BaseAgent method)
seed() (in module qualia2)
Sequential (class in qualia2.nn.modules.module)
set_actor_optim() (qualia2.rl.rl_core.ActorCriticAgent method)
set_creator() (qualia2.autograd.Tensor method)
set_critic_optim() (qualia2.rl.agents.td3.TD3 method)
(qualia2.rl.rl_core.ActorCriticAgent method)
set_data_transformer() (qualia2.util.Trainer method)
set_label_transformer() (qualia2.util.Trainer method)
set_optim() (qualia2.rl.rl_core.BaseAgent method)
SGD (class in qualia2.nn.optim)
show() (qualia2.data.basic.Spiral method)
(qualia2.data.basic.SwissRoll method)
(qualia2.data.cifar.CIFAR10 method)
(qualia2.data.cifar.CIFAR100 method)
(qualia2.data.dataloader.DataLoader method)
(qualia2.data.dataset.Dataset method)
(qualia2.data.emnist.EMNIST method)
(qualia2.data.fashion_mnist.FashionMNIST method)
(qualia2.data.fimlp.FIMLP method)
(qualia2.data.kuzushi_mnist.Kuzushi49 method)
(qualia2.data.kuzushi_mnist.KuzushiMNIST method)
(qualia2.data.mnist.MNIST method)
(qualia2.data.stl10.STL10 method)
(qualia2.rl.envs.roboschool.RoboSchoolBase method)
(qualia2.rl.envs.toy_text.FrozenLake method)
(qualia2.rl.envs.toy_text.FrozenLake8x8 method)
(qualia2.rl.rl_core.Env method)
show_decision_boundary() (qualia2.data.basic.Spiral method)
Sigmoid (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
Sin (class in qualia2.functions.trigonometric)
Sinc (class in qualia2.functions.trigonometric)
Sinh (class in qualia2.functions.trigonometric)
Slice (class in qualia2.autograd)
SoftMax (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
SoftmaxCrossEntropy (class in qualia2.functions.loss)
SoftPlus (class in qualia2.functions.activation)
SoftPuls (class in qualia2.nn.modules.activation)
SoftSign (class in qualia2.functions.activation)
(class in qualia2.nn.modules.activation)
Spiral (class in qualia2.data.basic)
Sqrt (class in qualia2.functions.ufunc)
Squeeze (class in qualia2.autograd)
squeeze() (qualia2.autograd.Tensor method)
SqueezeNet (class in qualia2.vision.squeezenet)
state() (qualia2.rl.memory.Experience property)
state_dict() (qualia2.data.cifar.CIFAR10 method)
(qualia2.data.cifar.CIFAR100 method)
(qualia2.data.dataset.Dataset method)
(qualia2.data.emnist.EMNIST method)
(qualia2.data.fashion_mnist.FashionMNIST method)
(qualia2.data.kuzushi_mnist.Kuzushi49 method)
(qualia2.data.kuzushi_mnist.KuzushiMNIST method)
(qualia2.data.mnist.MNIST method)
(qualia2.data.stl10.STL10 method)
(qualia2.nn.modules.module.Module method)
(qualia2.nn.optim.Optimizer method)
state_to_image() (qualia2.rl.envs.atari.AtariBase static method)
state_transformer() (qualia2.rl.envs.atari.BreakOut method)
(qualia2.rl.envs.atari.Pong method)
(qualia2.rl.rl_core.Env method)
step() (qualia2.nn.optim.Adadelta method)
(qualia2.nn.optim.AdaGrad method)
(qualia2.nn.optim.Adam method)
(qualia2.nn.optim.AdaMax method)
(qualia2.nn.optim.Nadam method)
(qualia2.nn.optim.NovoGrad method)
(qualia2.nn.optim.Optimizer method)
(qualia2.nn.optim.RAdam method)
(qualia2.nn.optim.RMSProp method)
(qualia2.nn.optim.SGD method)
(qualia2.rl.envs.classic_control.CartPole method)
(qualia2.rl.envs.classic_control.MountainCar method)
(qualia2.rl.envs.classic_control.MountainCarContinuous method)
(qualia2.rl.rl_core.Env method)
STL10 (class in qualia2.data.stl10)
Sub (class in qualia2.autograd)
Sum (class in qualia2.functions.ufunc)
summary() (qualia2.nn.modules.module.Module method)
SwissRoll (class in qualia2.data.basic)
T
T() (qualia2.autograd.Tensor property)
Tan (class in qualia2.functions.trigonometric)
Tanh (class in qualia2.functions.trigonometric)
(class in qualia2.nn.modules.activation)
Tanhshrink (class in qualia2.functions.activation)
TD3 (class in qualia2.rl.agents.td3)
TD3Trainer (class in qualia2.rl.agents.td3)
Tensor (class in qualia2.autograd)
Tensordot (class in qualia2.functions.linear_algebra)
test() (qualia2.util.Trainer method)
to_cpu() (in module qualia2.core)
to_gpu() (in module qualia2.core)
to_gray() (qualia2.rl.envs.atari.AtariBase static method)
to_one_hot() (qualia2.data.dataset.Dataset static method)
to_vector() (qualia2.data.dataset.Dataset static method)
ToPIL (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
ToTensor (class in qualia2.data.transforms)
(class in qualia2.vision.transforms)
train() (qualia2.nn.modules.module.Module method)
(qualia2.rl.agents.ddqn.DDQNTrainer method)
(qualia2.rl.agents.dqn.DQNTrainer method)
(qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
train_routine() (qualia2.rl.agents.td3.TD3Trainer method)
(qualia2.rl.rl_util.Trainer method)
(qualia2.util.Trainer method)
Trainer (class in qualia2.rl.rl_util)
(class in qualia2.util)
transition() (in module qualia2.vision.densenet)
Transpose (class in qualia2.autograd)
transpose() (qualia2.autograd.Tensor method)
U
unfold() (qualia2.functions.conv.Conv1d static method)
(qualia2.functions.conv.Conv2d static method)
(qualia2.functions.conv.Conv3d static method)
(qualia2.functions.pool.AvePool1d static method)
(qualia2.functions.pool.AvePool2d static method)
(qualia2.functions.pool.AvePool3d static method)
(qualia2.functions.pool.MaxPool1d static method)
(qualia2.functions.pool.MaxPool2d static method)
(qualia2.functions.pool.MaxPool3d static method)
uniform() (in module qualia2)
(qualia2.autograd.Tensor method)
uniform_() (in module qualia2.nn.init)
uniform_like() (in module qualia2)
unsqueeze() (qualia2.autograd.Tensor method)
update() (qualia2.rl.rl_core.BaseAgent method)
update_actor() (qualia2.rl.agents.td3.TD3 method)
update_critic1() (qualia2.rl.agents.td3.TD3 method)
update_critic2() (qualia2.rl.agents.td3.TD3 method)
update_priorities() (qualia2.rl.memory.PrioritizedMemory method)
update_target_model() (qualia2.rl.rl_core.BaseAgent method)
Upsample (class in qualia2.functions.vision)
V
ValueAgent (class in qualia2.rl.rl_core)
VGG (class in qualia2.vision.vgg)
VGG11() (in module qualia2.vision.vgg)
vgg11() (qualia2.vision.vgg.VGG class method)
VGG11_bn() (in module qualia2.vision.vgg)
vgg11_bn() (qualia2.vision.vgg.VGG class method)
VGG13() (in module qualia2.vision.vgg)
vgg13() (qualia2.vision.vgg.VGG class method)
VGG13_bn() (in module qualia2.vision.vgg)
vgg13_bn() (qualia2.vision.vgg.VGG class method)
VGG16() (in module qualia2.vision.vgg)
vgg16() (qualia2.vision.vgg.VGG class method)
VGG16_bn() (in module qualia2.vision.vgg)
vgg16_bn() (qualia2.vision.vgg.VGG class method)
VGG19() (in module qualia2.vision.vgg)
vgg19() (qualia2.vision.vgg.VGG class method)
VGG19_bn() (in module qualia2.vision.vgg)
vgg19_bn() (qualia2.vision.vgg.VGG class method)
X
xavier_normal_() (in module qualia2.nn.init)
xavier_uniform_() (in module qualia2.nn.init)
Z
zero_grad() (qualia2.nn.modules.module.Module method)
(qualia2.nn.optim.Optimizer method)
zeros() (in module qualia2)
(qualia2.autograd.Tensor method)
zeros_() (in module qualia2.nn.init)
zeros_like() (in module qualia2)