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README.md

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To whom it may concern,
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I coded this `Python` version of `HMcode-2020` ([Mead et al. 2021](https://arxiv.org/abs/2009.01858)) up quite quickly before leaving academia. It is written in pure `Python` and doesn't use any of the original Fortran code whatsoever. There is something amazing/dispiriting about coding something up in 3 days that previously took 5 years. A tragic last hoorah! At least I switched to `Python` eventually...
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I coded this `Python` version of `HMcode-2020` ([Mead et al. 2021](https://arxiv.org/abs/2009.01858)) up quite quickly before leaving academia in February 2023. It is written in pure `Python` and doesn't use any of the original Fortran code whatsoever. There is something amazing/dispiriting about coding something up in 3 days that previously took 5 years. A tragic last hoorah! At least I switched to `Python` eventually...
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You might also be interested in [`pyhalomodel`](https://pypi.org/project/pyhalomodel/), upon which this code depends, which implements a vanilla halo-model calculation for any desired large-scale-structure tracer. Alternatively, and very confusingly, you might be interested in this [`pyhmcode`](https://pypi.org/project/pyhmcode/), which provides a wrapper around the original `Fortran` `HMcode` implementation.
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I think any residual differences between codes must therefore stem from:
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- The BAO de-wiggling process (different `k` grids)
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- The $\sigma_\mathrm{v}$ numerical integration
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- The $n_{eff}$ calculation (numerical differentiation here; numerical integration in `CAMB-HMcode`)
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- The $n_\mathrm{eff}$ calculation (numerical differentiation here; numerical integration in `CAMB-HMcode`)
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- The $\sigma(R)$ numerical integration (using `CAMB` here; done internally in `CAMB-HMcode`)
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- The linear growth ODE solution
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- Root finding for the halo-collapse redshift and for $R_\mathrm{nl}$

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