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Update best-of list for version 2021.03.30
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</p>

<p align="center">
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-39-blue.svg?color=5ac4bf"></a>
<a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-40-blue.svg?color=5ac4bf"></a>
<a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<a href="https://github.com/thepetabyteproject/frbsoft/releases" title="FRB Soft Updates"><img src="https://img.shields.io/github/release-date/thepetabyteproject/frbsoft?color=green&label=updated"></a>
</p>
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</p>


This list contains 39 awesome open-source FRB softwares with a total of 420 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 40 awesome open-source FRB softwares with a total of 430 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 All @@ -30,7 +30,7 @@ This list contains 39 awesome open-source FRB softwares with a total of 420 star
- [Machine Learning Classifiers](#machine-learning-classifiers) _2 projects_
- [Population Synthesis of FRBs](#population-synthesis-of-frbs) _2 projects_
- [Catalog or Tools for Catalogues](#catalog-or-tools-for-catalogues) _4 projects_
- [Burst Analysis Software](#burst-analysis-software) _10 projects_
- [Burst Analysis Software](#burst-analysis-software) _11 projects_
- [Visualizations](#visualizations) _2 projects_
- [RFI MItigation](#rfi-mitigation) _3 projects_
- [Containers](#containers) _1 projects_
Expand Down Expand Up @@ -65,26 +65,26 @@ This list contains 39 awesome open-source FRB softwares with a total of 420 star

_These software read and write data in common or custom formats_

<details><summary><b><a href="https://blimpy.readthedocs.io/en/latest/">blimpy</a></b> (🥇21 · ⭐ 28) - Breakthrough Listen I/O Methods for Python. <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://blimpy.readthedocs.io/en/latest/">blimpy</a></b> (🥇20 · ⭐ 28 · 📉) - Breakthrough Listen I/O Methods for Python. <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/UCBerkeleySETI/blimpy) (👨‍💻 23 · 🔀 28 · 📦 23 · 📋 110 - 19% open · ⏱️ 21.03.2021):
- [GitHub](https://github.com/UCBerkeleySETI/blimpy) (👨‍💻 23 · 🔀 28 · 📦 23 · 📋 110 - 19% open · ⏱️ 28.03.2021):

```
git clone https://github.com/UCBerkeleySETI/blimpy
```
- [PyPi](https://pypi.org/project/blimpy) (📥 160 / month · 📦 6 · ⏱️ 07.12.2020):
- [PyPi](https://pypi.org/project/blimpy) (📥 120 / month · 📦 6 · ⏱️ 07.12.2020):
```
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>

- [GitHub](https://github.com/thepetabyteproject/your) (👨‍💻 10 · 🔀 10 · 📦 9 · ⏱️ 27.02.2021):
- [GitHub](https://github.com/thepetabyteproject/your) (👨‍💻 10 · 🔀 10 · 📦 9 · 📋 38 - 2% open · ⏱️ 26.03.2021):

```
git clone https://github.com/thepetabyteproject/your
```
- [PyPi](https://pypi.org/project/your) (📥 110 / month · ⏱️ 09.02.2021):
- [PyPi](https://pypi.org/project/your) (📥 100 / month · ⏱️ 26.03.2021):
```
pip install your
```
Expand All @@ -99,7 +99,7 @@ _These software read and write data in common or custom formats_
</details>
<details><summary><b><a href="https://sigpyproc3.readthedocs.io">sigpyproc3</a></b> (🥉8 · ⭐ 2) - Python3 version of Ewan Barr's sigpyproc library. <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/sigpyproc3) (👨‍💻 8 · 🔀 1 · 📋 6 - 66% open · ⏱️ 13.12.2020):
- [GitHub](https://github.com/FRBs/sigpyproc3) (👨‍💻 8 · 🔀 2 · 📋 6 - 66% open · ⏱️ 13.12.2020):

```
git clone https://github.com/FRBs/sigpyproc3
Expand Down Expand Up @@ -219,7 +219,7 @@ _ML Classifiers_

<details><summary><b><a href="https://github.com/devanshkv/fetch">fetch</a></b> (🥇10 · ⭐ 12 · 💤) - A set of deep learning models for FRB/RFI binary.. <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) (👨‍💻 4 · 🔀 13 · 📦 6 · ⏱️ 27.06.2020):
- [GitHub](https://github.com/devanshkv/fetch) (👨‍💻 4 · 🔀 14 · 📦 6 · ⏱️ 27.06.2020):

```
git clone https://github.com/devanshkv/fetch
Expand All @@ -241,9 +241,9 @@ _ML Classifiers_

_Population synthesis and analysis of FRBs_

<details><summary><b><a href="https://davidgardenier.github.io/frbpoppy/html/index.html">Frbpoppy</a></b> (🥇12 · ⭐ 17) - Fast Radio Burst Population Synthesis in Python. <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://davidgardenier.github.io/frbpoppy/html/index.html">Frbpoppy</a></b> (🥇12 · ⭐ 18) - Fast Radio Burst Population Synthesis in Python. <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/davidgardenier/frbpoppy) (👨‍💻 4 · 🔀 6 · ⏱️ 18.12.2020):
- [GitHub](https://github.com/davidgardenier/frbpoppy) (👨‍💻 4 · 🔀 7 · ⏱️ 18.12.2020):

```
git clone https://github.com/davidgardenier/frbpoppy
Expand Down Expand Up @@ -272,7 +272,7 @@ _FRB catalogues or tools to query FRB catalogues_
```
git clone https://github.com/mattpitkin/psrqpy
```
- [PyPi](https://pypi.org/project/psrqpy) (📥 110 / month · ⏱️ 19.03.2021):
- [PyPi](https://pypi.org/project/psrqpy) (📥 92 / month · ⏱️ 19.03.2021):
```
pip install psrqpy
```
Expand Down Expand Up @@ -311,28 +311,28 @@ _Analysis of bursts_

<details><summary><b><a href="https://github.com/CIRADA-Tools/RM-Tools/wiki">RM-Tools</a></b> (🥇12 · ⭐ 13) - 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/CIRADA-Tools/RM-Tools) (👨‍💻 7 · 🔀 8 · 📋 27 - 55% open · ⏱️ 17.03.2021):
- [GitHub](https://github.com/CIRADA-Tools/RM-Tools) (👨‍💻 7 · 🔀 8 · 📋 27 - 55% open · ⏱️ 26.03.2021):

```
git clone https://github.com/CIRADA-Tools/RM-Tools
```
</details>
<details><summary><b><a href="https://github.com/FRBs/FRB">FRB</a></b> (🥈10 · ⭐ 26) - 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/FRBs/FRB">FRB</a></b> (🥇10 · ⭐ 26) - 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 · 🔀 8 · 📋 8 - 25% open · ⏱️ 24.03.2021):

```
git clone https://github.com/FRBs/FRB
```
</details>
<details><summary><b><a href="https://fruitbat.readthedocs.io/">fruitbat</a></b> (🥈10 · ⭐ 9 · 💀) - 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>
<details><summary><b><a href="https://fruitbat.readthedocs.io/">fruitbat</a></b> (🥇10 · ⭐ 9 · 💀) - 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 · ⏱️ 14.08.2019):

```
git clone https://github.com/abatten/fruitbat
```
- [PyPi](https://pypi.org/project/fruitbat) (📥 12 / month · ⏱️ 13.08.2019):
- [PyPi](https://pypi.org/project/fruitbat) (📥 10 / month · ⏱️ 13.08.2019):
```
pip install fruitbat
```
Expand All @@ -345,7 +345,7 @@ _Analysis of bursts_
git clone https://github.com/KshitijAggarwal/casp
```
</details>
<details><summary><b><a href="https://github.com/zpleunis/dfdt">dfdt</a></b> (🥉7 · ⭐ 4 · 🐣) - Linear drift rate measurements for fast radio bursts. <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/zpleunis/dfdt">dfdt</a></b> (🥈7 · ⭐ 4 · 🐣) - Linear drift rate measurements for fast radio bursts. <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/zpleunis/dfdt) (⏱️ 25.09.2020):

Expand Down Expand Up @@ -377,6 +377,18 @@ _Analysis of bursts_
git clone https://github.com/KshitijAggarwal/frbpa
```
</details>
<details><summary><b><a href="https://github.com/thepetabyteproject/burstfit/">burstfit</a></b> (🥉6 · ⭐ 3 · 🐣) - Spectro-temporal modeling of FRBs. <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/burstfit) (👨‍💻 2 · 📋 2 - 50% open · ⏱️ 30.03.2021):

```
git clone https://github.com/thepetabyteproject/burstfit
```
- [PyPi](https://pypi.org/project/burstfit) (⏱️ 29.03.2021):
```
pip install burstfit
```
</details>
<details><summary><b><a href="https://github.com/FRBs/astropath">astropath</a></b> (🥉5 · ⭐ 5 · 🐣) - <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/astropath) (👨‍💻 3 · ⏱️ 23.02.2021):
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## 📉 Trending Down

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

- <b><a href="https://blimpy.readthedocs.io/en/latest/">blimpy</a></b> (🥇20 · ⭐ 28 · 📉) - Breakthrough Listen I/O Methods for Python. <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>

## ➕ Added Projects

_Projects that were recently added to this best-of list._

- <b><a href="https://github.com/thepetabyteproject/burstfit/">burstfit</a></b> (🥉6 · ⭐ 3 · 🐣) - Spectro-temporal modeling of FRBs. <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>

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