GitHub - invertedv/seafan: Tools for DNN modeling.

Seafan

Package seafan is a set of tools for building DNN models. The build engine is gorgonia.

Seafan features:

A data pipeline based on chutils to access files and ClickHouse tables.
- Point-and-shoot specification of the data
- Simple specification of one-hot features
- Functions of fields in the pipeline can be calculated from, and optionally added back, to the pipeline using the built-in expression parser (see Expr2Tree).
A wrapper around gorgonia that meshes to the pipeline.
- Simple specification of models, including embeddings
- A fit method with optional early stopping
- Callbacks during model fit
- Saving and loading models
Model diagnostics for categorical targets.
- KS plots
- Decile plots
- Marginal effects plots
Utilities.
- Plotting wrapper for plotly for xy plots.
- Numeric struct for (x,y) data and plotting and descriptive statistics.

Name		Name	Last commit message	Last commit date
Latest commit History 136 Commits
data		data
strings		strings
LICENSE.md		LICENSE.md
README.md		README.md
activation_string.go		activation_string.go
ch.go		ch.go
ch_test.go		ch_test.go
data.go		data.go
data_test.go		data_test.go
diags.go		diags.go
diags_test.go		diags_test.go
fields.go		fields.go
fields_test.go		fields_test.go
frole_string.go		frole_string.go
gdata.go		gdata.go
gdata_test.go		gdata_test.go
go.mod		go.mod
go.sum		go.sum
jointype_string.go		jointype_string.go
layer_string.go		layer_string.go
modspec.go		modspec.go
modspec_test.go		modspec_test.go
nn.go		nn.go
nn_test.go		nn_test.go
parser.go		parser.go
parser_test.go		parser_test.go
pipeline.go		pipeline.go
pipeline_test.go		pipeline_test.go
seafan.go		seafan.go
slicer.go		slicer.go
vec.go		vec.go
vec_test.go		vec_test.go