The time frame in which hydrogen reionization occurred is highly uncertain, but can be constrained by observations of Lyman-alpha (Ly) emission from distant sources. Neutral hydrogen in the intergalactic medium (IGM) attenuates Ly~photons emitted by galaxies. As reionization progressed the IGM opacity decreased, increasing Ly~visibility. The galaxy Ly~luminosity function (LF) is thus a useful tool to constrain the timeline of reionization. In this work, we model the Ly~LF as a function of redshift, , and average IGM neutral hydrogen fraction, . We combine the Ly~luminosity probability distribution obtained from inhomogeneous reionization simulations with a model for the UV LF to model the Ly~LF. As the neutral fraction increases, the average number density of Ly~emitting galaxies decreases, and are less luminous, though for there is only a small decrease of the Ly~LF. We use our model to infer the IGM neutral fraction at from observed Ly~LFs. We conclude that there is a significant increase in the neutral fraction with increasing redshift: $\overline{x}(z=6.6)=0.08^{+ 0.08}{- 0.05}, , \overline{x}(z=7.0)=0.28 \pm 0.05\overline{x}(z=7.3)=0.83^{+ 0.06}_{- 0.07}$. We predict trends in the Ly~luminosity density and Schechter parameters as a function of redshift and the neutral fraction. We find that the Ly~luminosity density decreases as the universe becomes more neutral. Furthermore, as the neutral fraction increases, the faint-end slope of the Ly~LF steepens, and the characteristic Ly~luminosity shifts to lower values, concluding that the evolving shape of the Ly~LF – not just its integral – is an important tool to study reionization.

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