├── .gitignore ├── README.md ├── linear_transformer.py ├── nonlinear_regression.ipynb ├── plot_condition_number.ipynb ├── plot_loss.ipynb ├── plot_smoothness_vs_gradnorm.ipynb ├── plot_stochastic_noise.ipynb ├── rotation demonstration-Adam-p0.ipynb ├── rotation demonstration-Adam.ipynb ├── rotation demonstration-LBFGS.ipynb ├── simple demonstration.ipynb ├── train.ipynb ├── variable_L_exp.ipynb └── variable_N_exp.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/README.md -------------------------------------------------------------------------------- /linear_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/linear_transformer.py -------------------------------------------------------------------------------- /nonlinear_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/nonlinear_regression.ipynb -------------------------------------------------------------------------------- /plot_condition_number.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/plot_condition_number.ipynb -------------------------------------------------------------------------------- /plot_loss.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/plot_loss.ipynb -------------------------------------------------------------------------------- /plot_smoothness_vs_gradnorm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/plot_smoothness_vs_gradnorm.ipynb -------------------------------------------------------------------------------- /plot_stochastic_noise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/plot_stochastic_noise.ipynb -------------------------------------------------------------------------------- /rotation demonstration-Adam-p0.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/rotation demonstration-Adam-p0.ipynb -------------------------------------------------------------------------------- /rotation demonstration-Adam.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/rotation demonstration-Adam.ipynb -------------------------------------------------------------------------------- /rotation demonstration-LBFGS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/rotation demonstration-LBFGS.ipynb -------------------------------------------------------------------------------- /simple demonstration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/simple demonstration.ipynb -------------------------------------------------------------------------------- /train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/train.ipynb -------------------------------------------------------------------------------- /variable_L_exp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/variable_L_exp.ipynb -------------------------------------------------------------------------------- /variable_N_exp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chengxiang/LinearTransformer/HEAD/variable_N_exp.ipynb --------------------------------------------------------------------------------