better readme

README.html

@@ -23,14 +23,15 @@
 id="fpfs-fourier-power-function-shaplets-a-fast-accurate-shear-estimator">#
 <code>FPFS</code>: Fourier Power Function Shaplets (A fast, accurate
 shear estimator)</h2>
-<h2 id="installation">## Installation</h2>
+<h2 id="installation">Installation</h2>
 <p>For stable version:</p>
 <pre class="shell"><code>pip install FPFS</code></pre>
 <p>Or clone the repository:</p>
 <pre class="shell"><code>git clone https://github.com/mr-superonion/FPFS.git
 cd FPFS
 pip install -e .</code></pre>
-<h2 id="demos">## Demos</h2>
+<hr />
+<h2 id="demos">Demos</h2>
 <h3 id="isolated-galaxies">Isolated galaxies</h3>
 <p><a
 href="https://github.com/mr-superonion/FPFS/blob/master/notebook/demos/demo1.ipynb">demo1</a>
@@ -44,7 +45,8 @@ <h3 id="isolated-galaxies">Isolated galaxies</h3>
 errors</em>.</p>
 <h3 id="blended-galaxies">blended galaxies</h3>
 <p>TBD</p>
-<h2 id="reference">## Reference</h2>
+<hr />
+<h2 id="reference">Reference</h2>
 <ul>
 <li><a
 href="https://ui.adsabs.harvard.edu/abs/2021arXiv211001214L/abstract">version
@@ -53,5 +55,6 @@ <h2 id="reference">## Reference</h2>
 href="https://ui.adsabs.harvard.edu/abs/2018MNRAS.481.4445L/abstract">version
 1.0</a></li>
 </ul>
+<hr />
 </body>
 </html>

README.md

@@ -2,7 +2,6 @@
 ----
 
 ## Installation
-----
 
 For stable version:
 ```shell
@@ -15,9 +14,10 @@ cd FPFS
 pip install -e .
 ```
 
-## Demos
 ----
 
+## Demos
+
 ### Isolated galaxies
 [demo1](https://github.com/mr-superonion/FPFS/blob/master/notebook/demos/demo1.ipynb)
 simulates noisy galaxies with different SNRs and processes the galaxies with FPFS
@@ -31,8 +31,10 @@ estimates shear under a more realistic situation with *PSF errors*.
 ### blended galaxies
 TBD
 
+----
 
 ## Reference
-----
 + [version 2.0](https://ui.adsabs.harvard.edu/abs/2021arXiv211001214L/abstract)
 + [version 1.0](https://ui.adsabs.harvard.edu/abs/2018MNRAS.481.4445L/abstract)
+
+----