csiborgtools/README.md

# CSiBORGTools


### Questions
- How well can observed clusters be matched to CSiBORG? Do their masses agree?
- Is the number of clusters in CSiBORG consistent?

## CSiBORG Galaxy Environmental Dependence

### TODO
- [ ] Add gradient and Hessian of the overdensity field.


### Questions
- Environmental dependence of:
  - $M_*$, colour and SFR.
  - Galaxy alignment.
  - HI content.

- Fields to calculate:
    1. Overdensity field $\delta$
    2. Gradient and Hessian of $\delta$
    3. Gravitational field $\Phi$
    4. Gradient and Hessian of $\Phi$
Overlap reader thresholds (#31) * Improve data * Add comment * Update how KNN is called * Bring back indices * New function output * return catx["index"] * Remove unnecessary arguments * Remove useless arguments * Rename output * thin up catalogues * Add thresholding * Update README 2023-03-15 20:55:50 +00:00			`# CSiBORGTools`
Within halo work and NFW fit (#4) * add listing of snapshots * change distance to comoving * ignore cp files * rename nb * add str to list * add NFW profile shapes * add fits imports * Rename to Nsnap * in clumps_read only select props * make clumpid int * expand doc * add import * edit readme * distribute halos * add profile & posterior * add import * add import * add documentation * add rvs and init guess * update todo * update nb * add file * return end index too * change clump_ids format to int32 * skeleton of dump particle * update nb * add func to drop 0 clump indxs parts * add import * add halo dump * switch to float32 * Update TODO * update TODO * add func that loads a split * add halo object * Rename to clump * make post work with a clump * add optimiser * add Nsplits * ignore submission scripts * ignore .out * add dumppath * add job splitting * add split halos script * rename file * renaem files * rm file * rename imports * edit desc * add pick clump * add number of particles * update TODO * update todo * add script * add dumping * change dumpdir structure * change dumpdir * add import * Remove tqdm * Increase the number of splits * rm shuffle option * Change to remove split * add emojis * fix part counts in splits * change num of splits * rm with particle cut * keep splits * fit only if 10 part and more * add min distance * rm warning about not set vels * update TODO * calculate rho0 too * add results collection * add import * add func to combine splits * update TODO * add extract cols * update nb * update TODO 2022-10-30 20:16:56 +00:00
Update TODO 2022-12-20 12:11:18 +00:00
			`### Questions`
Power spectrum stuff (#16) * add autok1d * update TODO * add basic cross pk * del blank line * fix small bugs * fix loop bug * rm nbs * edit docstring * Update TODO * get rid of verbose flag * take all ICs * attempt better memory * simplify ASCII dump * rm verbose statement to get rid of bugs! * close fortran files * add MAS options * add boxsize setter * Move comment up * paths chagne * Update TODO * Update TODO * Forgotten units in Xpk * Attempt at fixing the distance bug * Update TODO * Update TODO * Remove comment * add summary reader * Update gitignore 2022-12-12 14:42:44 +00:00			`- How well can observed clusters be matched to CSiBORG? Do their masses agree?`
			`- Is the number of clusters in CSiBORG consistent?`

Update TODO 2022-12-20 12:11:18 +00:00			`## CSiBORG Galaxy Environmental Dependence`
Mass enclosed in a sphere calculation (#5) * rename nb * add merge func * rm bug.. * add static methods * save rmin, rmax * add properties for box units * move radial info to the clump * add Npart explicit * move where rmin, rmax obtained * add box cosmo * add __getattr__ * add comments in units * add enclosed spherical mass * rm unused variables * add clump mass setter * add the halo index * add enclosed overdensity * add enclosed_overdensity * simplify loss func * opt result to nan * change Rs to log10 * change back to attribs * add H0 and h props * add setattrs * Remove global constants * move Msuncgs above * add crit density * add dots * add r200c and r500c * add M200 and M500 * make lowercase * output r200, r500, m200, m500 * update TODO * update README * fit NFW only up to r200 * add r178, m178 * add m178, r178 * update TODO 2022-11-01 10:10:54 +00:00
Update TODO 2022-12-20 12:11:18 +00:00			`### TODO`
			`- [ ] Add gradient and Hessian of the overdensity field.`
Mass enclosed in a sphere calculation (#5) * rename nb * add merge func * rm bug.. * add static methods * save rmin, rmax * add properties for box units * move radial info to the clump * add Npart explicit * move where rmin, rmax obtained * add box cosmo * add __getattr__ * add comments in units * add enclosed spherical mass * rm unused variables * add clump mass setter * add the halo index * add enclosed overdensity * add enclosed_overdensity * simplify loss func * opt result to nan * change Rs to log10 * change back to attribs * add H0 and h props * add setattrs * Remove global constants * move Msuncgs above * add crit density * add dots * add r200c and r500c * add M200 and M500 * make lowercase * output r200, r500, m200, m500 * update TODO * update README * fit NFW only up to r200 * add r178, m178 * add m178, r178 * update TODO 2022-11-01 10:10:54 +00:00
Within halo work and NFW fit (#4) * add listing of snapshots * change distance to comoving * ignore cp files * rename nb * add str to list * add NFW profile shapes * add fits imports * Rename to Nsnap * in clumps_read only select props * make clumpid int * expand doc * add import * edit readme * distribute halos * add profile & posterior * add import * add import * add documentation * add rvs and init guess * update todo * update nb * add file * return end index too * change clump_ids format to int32 * skeleton of dump particle * update nb * add func to drop 0 clump indxs parts * add import * add halo dump * switch to float32 * Update TODO * update TODO * add func that loads a split * add halo object * Rename to clump * make post work with a clump * add optimiser * add Nsplits * ignore submission scripts * ignore .out * add dumppath * add job splitting * add split halos script * rename file * renaem files * rm file * rename imports * edit desc * add pick clump * add number of particles * update TODO * update todo * add script * add dumping * change dumpdir structure * change dumpdir * add import * Remove tqdm * Increase the number of splits * rm shuffle option * Change to remove split * add emojis * fix part counts in splits * change num of splits * rm with particle cut * keep splits * fit only if 10 part and more * add min distance * rm warning about not set vels * update TODO * calculate rho0 too * add results collection * add import * add func to combine splits * update TODO * add extract cols * update nb * update TODO 2022-10-30 20:16:56 +00:00
Update TODO 2022-12-20 12:11:18 +00:00			`### Questions`
			`- Environmental dependence of:`
			`- $M_*$, colour and SFR.`
			`- Galaxy alignment.`
			`- HI content.`
Within halo work and NFW fit (#4) * add listing of snapshots * change distance to comoving * ignore cp files * rename nb * add str to list * add NFW profile shapes * add fits imports * Rename to Nsnap * in clumps_read only select props * make clumpid int * expand doc * add import * edit readme * distribute halos * add profile & posterior * add import * add import * add documentation * add rvs and init guess * update todo * update nb * add file * return end index too * change clump_ids format to int32 * skeleton of dump particle * update nb * add func to drop 0 clump indxs parts * add import * add halo dump * switch to float32 * Update TODO * update TODO * add func that loads a split * add halo object * Rename to clump * make post work with a clump * add optimiser * add Nsplits * ignore submission scripts * ignore .out * add dumppath * add job splitting * add split halos script * rename file * renaem files * rm file * rename imports * edit desc * add pick clump * add number of particles * update TODO * update todo * add script * add dumping * change dumpdir structure * change dumpdir * add import * Remove tqdm * Increase the number of splits * rm shuffle option * Change to remove split * add emojis * fix part counts in splits * change num of splits * rm with particle cut * keep splits * fit only if 10 part and more * add min distance * rm warning about not set vels * update TODO * calculate rho0 too * add results collection * add import * add func to combine splits * update TODO * add extract cols * update nb * update TODO 2022-10-30 20:16:56 +00:00
Update TODO 2022-12-20 12:11:18 +00:00			`- Fields to calculate:`
			`1. Overdensity field $\delta$`
			`2. Gradient and Hessian of $\delta$`
			`3. Gravitational field $\Phi$`
			`4. Gradient and Hessian of $\Phi$`