Fixed.
-rwxr-xr-x 1332 ae_size.py
-rwxr-xr-x 11964 attentiontoy1d.py
-rw-r--r-- 47164 blacklab.jpg
-rwxr-xr-x 10953 causal-autoregression.py
-rwxr-xr-x 1708 confidence.py
-rwxr-xr-x 1669 conv_chain.py
-rwxr-xr-x 5824 ddpol.py
-rwxr-xr-x 3710 denoising-ae-field.py
-rw-r--r-- 40213 denoising_field_penta.pdf
-rw-r--r-- 48907 denoising_field_spiral.pdf
-rw-r--r-- 48992 denoising_field_zigzag.pdf
-rw-r--r-- 191 dummy.net
-rwxr-xr-x 791 elbo.py
-rwxr-xr-x 1758 flatparam.py
-rwxr-xr-x 1887 gpt-test.py
-rw-r--r-- 3335127 hallu-result.png
-rwxr-xr-x 2178 hallu.py
-rwxr-xr-x 1485 lazy_linear.py
-rwxr-xr-x 343 mandelbrot.py
-rwxr-xr-x 13252 mi_estimator.py
-rwxr-xr-x 11504 minidiffusion.py
-rw-r--r-- 41339 minidiffusion_disc_grid.pdf
-rw-r--r-- 10637 minidiffusion_gaussian_mixture.pdf
-rw-r--r-- 139542 minidiffusion_mnist.png
-rw-r--r-- 9542 minidiffusion_ramp.pdf
-rw-r--r-- 41590 minidiffusion_spiral.pdf
-rw-r--r-- 41640 minidiffusion_two_discs.pdf
-rwxr-xr-x 6096 miniflow.py
-rw-r--r-- 4041 miniflow_dist.pdf
-rw-r--r-- 6957 miniflow_flow.pdf
-rw-r--r-- 5870 miniflow_mapping.pdf
-rw-r--r-- 3387 miniflow_target_dist.pdf
-rwxr-xr-x 1177 poly.py
-rwxr-xr-x 1220 sizer.py
-rwxr-xr-x 1192 speed.py
-rwxr-xr-x 5068 tinyae.py
-rwxr-xr-x 2957 tinymnist.py