some 2D/3D chemical space visualisation
Should be able to handle thousands of molecules. Implement something along the lines of the rubber band method from data warrior.
maybe something GTM based
https://github.com/hagax8/ugtm
would be really fun to implement something new and simple. Like a 2D map obtained by some simulated annealing. Particles are placed randomly at start. Then, molecules' fingerprint distances would be some kind of force to move them around. The distance could be mixed with abdolute difference in IC50.
or based on this https://jcheminf.biomedcentral.com/articles/10.1186/s13321-022-00664-x Visualizing chemical space networks with RDKit and NetworkX