TSARL package

Subpackages

• TSARL.migrations package
  • Module contents

Submodules

TSARL.admin module

TSARL.apps module

class TSARL.apps.TsarlConfig(app_name, app_module)

Bases: django.apps.config.AppConfig

default_auto_field = 'django.db.models.BigAutoField'

name = 'TSARL'

TSARL.forms module

class TSARL.forms.HomeForm(data=None, files=None, auto_id='id_%s', prefix=None, initial=None, error_class=<class 'django.forms.utils.ErrorList'>, label_suffix=None, empty_permitted=False, field_order=None, use_required_attribute=None, renderer=None)

Bases: django.forms.forms.Form

base_fields = {'post': <django.forms.fields.CharField object>}

declared_fields = {'post': <django.forms.fields.CharField object>}

property media

TSARL.models module

TSARL.process module

TSARL.process.oneHot(stringInput)

TSARL.process.predict(stringInput)

TSARL.process.seed_torch(seed)

TSARL.tests module

TSARL.tsarp module

filename: models.py date: 2021/12/26 上午9:42 author: Sitao Zhu mail: zhusitao1990@163.com

class TSARL.tsarp.Attention(dim, seq_len=None, heads=8, dim_head=64, dropout=0.0, gating=True)

Bases: torch.nn.modules.module.Module

forward(x, mask=None, attn_bias=None, context=None, context_mask=None, tie_dim=None)

training = None

class TSARL.tsarp.Cnn(l1=128, l2=64)

Bases: torch.nn.modules.module.Module

CNN model

forward(x)

training = None

class TSARL.tsarp.CnnAttention

Bases: torch.nn.modules.module.Module

cnn + attention

forward(x)

training = None

class TSARL.tsarp.CnnGru(l1, l2)

Bases: torch.nn.modules.module.Module

TSS prediction model

forward(x)

training = None

class TSARL.tsarp.CnnGruCat(l1, l2)

Bases: torch.nn.modules.module.Module

TSS prediction model

forward(x)

training = None

class TSARL.tsarp.CnnLstm(l1, l2)

Bases: torch.nn.modules.module.Module

TSS prediction model

forward(x)

training = None

class TSARL.tsarp.LogisticRegression(input_dim=2048, output_dim=1)

Bases: torch.nn.modules.module.Module

forward(x)

training = None

class TSARL.tsarp.RegressAttention

Bases: torch.nn.modules.module.Module

forward(x)

training = None

class TSARL.tsarp.ResBlock(channel_in, channel_out, stride, kernel_size, padding_size, shortcut=None, pool=False)

Bases: torch.nn.modules.module.Module

ResBlock module

forward(x)

training = None

class TSARL.tsarp.ResNet

Bases: torch.nn.modules.module.Module

forward(x)

make_layer(channel_in, channel_out, block_num, kernel_size, padding_size, stride=1)

build many resnet block :return: residual block

training = None

class TSARL.tsarp.TssRegression(l1, l2)

Bases: torch.nn.modules.module.Module

TSS prediction model

forward(x)

training = None

class TSARL.tsarp.TssRegressionGru(l1, l2)

Bases: torch.nn.modules.module.Module

TSS prediction model

forward(x)

training = None

TSARL.tsarp.conv_layer(chann_in, chann_out, kernel_size, padding_size, dilation)

TSARL.tsarp.default(val, d)

TSARL.tsarp.exists(val)

TSARL.tsarp.init_zero_(layer)

TSARL.views module

class TSARL.views.TsarlView(**kwargs)

Bases: django.views.generic.base.TemplateView

get(request)

post(request)

template_name = 'form3.html'

Module contents