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Update best-of list for version 2021.07.08
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</p>


This list contains 45 awesome open-source FRB softwares with a total of 490 stars grouped into 10 categories. This list is being curated for the purposes of [The Petabyte Project](https://github.com/thepetabyteproject). If you like to add or update projects, feel free to submit a [pull request](https://github.com/thepetabyteproject/frbsoft/pulls), or directly let us know. Contributions are very welcome!
This list contains 45 awesome open-source FRB softwares with a total of 500 stars grouped into 10 categories. This list is being curated for the purposes of [The Petabyte Project](https://github.com/thepetabyteproject). If you like to add or update projects, feel free to submit a [pull request](https://github.com/thepetabyteproject/frbsoft/pulls), or directly let us know. Contributions are very welcome!

## Contents

Expand Down Expand Up @@ -72,19 +72,19 @@ _These software read and write data in common or custom formats_
```
git clone https://github.com/UCBerkeleySETI/blimpy
```
- [PyPi](https://pypi.org/project/blimpy) (📥 320 / month · 📦 6 · ⏱️ 28.06.2021):
- [PyPi](https://pypi.org/project/blimpy) (📥 330 / month · 📦 6 · ⏱️ 28.06.2021):
```
pip install blimpy
```
</details>
<details><summary><b><a href="https://thepetabyteproject.github.io/your/">your</a></b> (🥈14 · ⭐ 14 · 📉) - Your Unified Reader. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://thepetabyteproject.github.io/your/">your</a></b> (🥈14 · ⭐ 14) - Your Unified Reader. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/thepetabyteproject/your) (👨‍💻 11 · 🔀 12 · 📦 9 · ⏱️ 10.06.2021):

```
git clone https://github.com/thepetabyteproject/your
```
- [PyPi](https://pypi.org/project/your) (📥 130 / month · ⏱️ 25.04.2021):
- [PyPi](https://pypi.org/project/your) (📥 140 / month · ⏱️ 25.04.2021):
```
pip install your
```
Expand Down Expand Up @@ -115,7 +115,7 @@ _Single Pulse Search software_

<details><summary><b><a href="https://www.cv.nrao.edu/~sransom/presto/">presto</a></b> (🥇17 · ⭐ 160) - Open source pulsar search and analysis toolkit. <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://raw.githubusercontent.com/abranhe/programming-languages-logos/master/src/c/c.svg" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/scottransom/presto) (👨‍💻 37 · 🔀 140 · 📦 21 · 📋 53 - 32% open · ⏱️ 10.06.2021):
- [GitHub](https://github.com/scottransom/presto) (👨‍💻 37 · 🔀 140 · 📦 21 · 📋 54 - 33% open · ⏱️ 10.06.2021):

```
git clone https://github.com/scottransom/presto
Expand Down Expand Up @@ -153,7 +153,7 @@ _Single Pulse Search software_
git clone https://github.com/kiyo-masui/burst_search
```
</details>
<details><summary><b><a href="https://github.com/gajjarv/PulsarSearch">SPANDAK</a></b> (🥉4 · ⭐ 4 · 📉) - <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/gajjarv/PulsarSearch">SPANDAK</a></b> (🥉4 · ⭐ 4) - <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/gajjarv/PulsarSearch) (👨‍💻 2 · 🔀 5 · ⏱️ 18.04.2021):

Expand Down Expand Up @@ -225,7 +225,7 @@ _Single Pulse Injection into data_

_ML Classifiers_

<details><summary><b><a href="https://github.com/devanshkv/fetch">fetch</a></b> (🥇10 · ⭐ 13) - A set of deep learning models for FRB/RFI binary classification. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://upload.wikimedia.org/wikipedia/en/b/b9/Nvidia_CUDA_Logo.jpg" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/devanshkv/fetch">fetch</a></b> (🥇10 · ⭐ 14) - A set of deep learning models for FRB/RFI binary classification. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://upload.wikimedia.org/wikipedia/en/b/b9/Nvidia_CUDA_Logo.jpg" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/devanshkv/fetch) (👨‍💻 5 · 🔀 18 · 📦 6 · ⏱️ 30.04.2021):

Expand Down Expand Up @@ -280,7 +280,7 @@ _FRB catalogues or tools to query FRB catalogues_
```
git clone https://github.com/mattpitkin/psrqpy
```
- [PyPi](https://pypi.org/project/psrqpy) (📥 250 / month · ⏱️ 22.06.2021):
- [PyPi](https://pypi.org/project/psrqpy) (📥 330 / month · ⏱️ 22.06.2021):
```
pip install psrqpy
```
Expand All @@ -303,7 +303,7 @@ _FRB catalogues or tools to query FRB catalogues_
</details>
<details><summary><b><a href="https://www.herta-experiment.org/frbstats/">FRBSTATS</a></b> (🥉4 · ⭐ 10 · 🐣) - Repository for the FRBSTATS web platform. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>

- [GitHub](https://github.com/HeRTA/FRBSTATS) (👨‍💻 2 · 🔀 1 · 📋 30 - 26% open · ⏱️ 01.07.2021):
- [GitHub](https://github.com/HeRTA/FRBSTATS) (👨‍💻 2 · 🔀 1 · 📋 33 - 30% open · ⏱️ 05.07.2021):

```
git clone https://github.com/HeRTA/FRBSTATS
Expand All @@ -325,43 +325,43 @@ _FRB catalogues or tools to query FRB catalogues_

_Analysis of bursts_

<details><summary><b><a href="https://github.com/CIRADA-Tools/RM-Tools/wiki">RM-Tools</a></b> (🥇12 · ⭐ 17) - RM-synthesis, RM-clean and QU-fitting on polarised radio spectra. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://fruitbat.readthedocs.io/">fruitbat</a></b> (🥇13 · ⭐ 11 · 📈) - A Fast Radio Burst (FRB) redshift estimation package written in.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/CIRADA-Tools/RM-Tools) (👨‍💻 7 · 🔀 9 · 📋 31 - 58% open · ⏱️ 29.06.2021):

```
git clone https://github.com/CIRADA-Tools/RM-Tools
```
</details>
<details><summary><b><a href="https://fruitbat.readthedocs.io/">fruitbat</a></b> (🥇12 · ⭐ 10 · 💀) - Fast Radio Burst (FRB) Redshift Estimation. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/abatten/fruitbat) (👨‍💻 2 · 🔀 4 · 📦 1 · ⏱️ 14.08.2019):
- [GitHub](https://github.com/abatten/fruitbat) (👨‍💻 2 · 🔀 4 · 📦 1 · 📋 8 - 12% open · ⏱️ 06.07.2021):

```
git clone https://github.com/abatten/fruitbat
```
- [PyPi](https://pypi.org/project/fruitbat) (📥 62 / month · ⏱️ 13.08.2019):
- [PyPi](https://pypi.org/project/fruitbat) (📥 130 / month · ⏱️ 06.07.2021):
```
pip install fruitbat
```
</details>
<details><summary><b><a href="https://github.com/FRBs/FRB">FRB</a></b> (🥈10 · ⭐ 29) - Python code related to DM calculations, estimations, and analysis. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/CIRADA-Tools/RM-Tools/wiki">RM-Tools</a></b> (🥇12 · ⭐ 18) - RM-synthesis, RM-clean and QU-fitting on polarised radio spectra. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/FRBs/FRB) (👨‍💻 13 · 🔀 9 · 📋 9 - 33% open · ⏱️ 26.05.2021):
- [GitHub](https://github.com/CIRADA-Tools/RM-Tools) (👨‍💻 7 · 🔀 9 · 📋 31 - 58% open · ⏱️ 29.06.2021):

```
git clone https://github.com/FRBs/FRB
git clone https://github.com/CIRADA-Tools/RM-Tools
```
</details>
<details><summary><b><a href="https://pygedm.readthedocs.io">pygedm</a></b> (🥈9 · ⭐ 24) - Python bindings for YMW16, NE2001 and YT2020 electron.. <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://pygedm.readthedocs.io">pygedm</a></b> (🥈11 · ⭐ 26 · 📈) - Python bindings for YMW16, NE2001 and YT2020 electron.. <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/FRBs/pygedm) (👨‍💻 8 · 🔀 7 · 📦 1 · 📋 5 - 60% open · ⏱️ 11.06.2021):
- [GitHub](https://github.com/FRBs/pygedm) (👨‍💻 8 · 🔀 8 · 📦 2 · 📋 9 - 33% open · ⏱️ 08.07.2021):

```
git clone https://github.com/FRBs/pygedm
```
</details>
<details><summary><b><a href="https://github.com/KshitijAggarwal/casp">casp</a></b> (🥈8 · 📉) - Calculating Association Probability of FRBs. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/FRBs/FRB">FRB</a></b> (🥈10 · ⭐ 29) - Python code related to DM calculations, estimations, and analysis. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/FRBs/FRB) (👨‍💻 13 · 🔀 9 · 📋 9 - 33% open · ⏱️ 26.05.2021):

```
git clone https://github.com/FRBs/FRB
```
</details>
<details><summary><b><a href="https://github.com/KshitijAggarwal/casp">casp</a></b> (🥈8) - Calculating Association Probability of FRBs. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/KshitijAggarwal/casp) (⏱️ 12.04.2021):

Expand Down Expand Up @@ -392,7 +392,7 @@ _Analysis of bursts_
```
git clone https://github.com/thepetabyteproject/burstfit
```
- [PyPi](https://pypi.org/project/burstfit) (📥 46 / month · ⏱️ 29.03.2021):
- [PyPi](https://pypi.org/project/burstfit) (📥 33 / month · ⏱️ 29.03.2021):
```
pip install burstfit
```
Expand Down Expand Up @@ -423,7 +423,7 @@ _Analysis of bursts_
</details>
<details><summary><b><a href="https://github.com/pravirkr/burstpy">burstpy</a></b> (🥉3 · ⭐ 2 · 🐣) - Single Pulse Tools. <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/pravirkr/burstpy) (⏱️ 07.06.2021):
- [GitHub](https://github.com/pravirkr/burstpy) (⏱️ 08.07.2021):

```
git clone https://github.com/pravirkr/burstpy
Expand All @@ -445,7 +445,7 @@ _Visualizations of bursts or data_
git clone https://github.com/josephwkania/visualizations
```
</details>
<details><summary><b><a href="https://github.com/josephwkania/joy-plotter">joy-plotter</a></b> (🥉3 · 📉) - <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/josephwkania/joy-plotter">joy-plotter</a></b> (🥉3) - <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/josephwkania/joy-plotter) (👨‍💻 2 · ⏱️ 24.04.2021):

Expand All @@ -469,7 +469,7 @@ _Visualizations of bursts or data_

_Algorithms and/or scripts for RFI mitigation_

<details><summary><b><a href="https://github.com/ymaan4/RFIClean">RFIClean</a></b> (🥇8 · ⭐ 3 · 📉) - Mitigation of periodic as well as narrow-band and.. <code>Unlicensed</code> <code><img src="https://raw.githubusercontent.com/abranhe/programming-languages-logos/master/src/c/c.svg" style="display:inline;" width="13" height="13"></code></summary>
<details><summary><b><a href="https://github.com/ymaan4/RFIClean">RFIClean</a></b> (🥇8 · ⭐ 3) - Mitigation of periodic as well as narrow-band and spiky/bursty.. <code>Unlicensed</code> <code><img src="https://raw.githubusercontent.com/abranhe/programming-languages-logos/master/src/c/c.svg" style="display:inline;" width="13" height="13"></code></summary>

- [GitHub](https://github.com/ymaan4/RFIClean) (🔀 2 · ⏱️ 23.04.2021):

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## 📈 Trending Up

_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._

- <b><a href="https://fruitbat.readthedocs.io/">fruitbat</a></b> (🥇13 · ⭐ 11 · 📈) - A Fast Radio Burst (FRB) redshift estimation package written in.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://pygedm.readthedocs.io">pygedm</a></b> (🥈11 · ⭐ 26 · 📈) - Python bindings for YMW16, NE2001 and YT2020 electron.. <code>Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>

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