├── README.md ├── figure_1.png ├── fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis.py ├── fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.py ├── make_figure_1__decomposition_of_bnsl_into_power_law_segments.py ├── plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis.png └── plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/README.md -------------------------------------------------------------------------------- /figure_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/figure_1.png -------------------------------------------------------------------------------- /fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis.py -------------------------------------------------------------------------------- /fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/fit_bnsl_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.py -------------------------------------------------------------------------------- /make_figure_1__decomposition_of_bnsl_into_power_law_segments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/make_figure_1__decomposition_of_bnsl_into_power_law_segments.py -------------------------------------------------------------------------------- /plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis.png -------------------------------------------------------------------------------- /plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ethancaballero/broken_neural_scaling_laws/HEAD/plot__bnsl__fit_and_extrapolate__4_digit_addition__dataset_size_x-axis__noiseless_simulation.png --------------------------------------------------------------------------------