diff --git a/README.md b/README.md index bd0dc85..66fd9a7 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@
@@ -20,7 +20,7 @@ -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! +This list contains 48 awesome open-source FRB softwares with a total of 520 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 @@ -30,9 +30,9 @@ This list contains 45 awesome open-source FRB softwares with a total of 500 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) _5 projects_ -- [Burst Analysis Software](#burst-analysis-software) _12 projects_ +- [Burst Analysis Software](#burst-analysis-software) _14 projects_ - [Visualizations](#visualizations) _3 projects_ -- [RFI MItigation](#rfi-mitigation) _4 projects_ +- [RFI MItigation](#rfi-mitigation) _5 projects_ - [Containers](#containers) _1 projects_ ## Explanation @@ -67,24 +67,24 @@ _These software read and write data in common or custom formats_BSD-3
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
http://www.apache.org/licenses/LICENSE-2.0
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://upload.wikimedia.org/wikipedia/en/b/b9/Nvidia_CUDA_Logo.jpg)
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
![](https://upload.wikimedia.org/wikipedia/en/b/b9/Nvidia_CUDA_Logo.jpg)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
![](https://upload.wikimedia.org/wikipedia/en/b/b9/Nvidia_CUDA_Logo.jpg)
MIT
![](https://www.python.org/static/favicon.ico)
MIT
![](https://www.python.org/static/favicon.ico)
GPL-3.0
Unlicensed
Unlicensed
GPL-3.0
BSD-3
![](https://www.python.org/static/favicon.ico)
BSD-3
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
MIT
![](https://www.python.org/static/favicon.ico)
MIT
![](https://www.python.org/static/favicon.ico)
BSD-3
![](https://www.python.org/static/favicon.ico)
MIT
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)
Unlicensed
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
MIT
![](https://www.python.org/static/favicon.ico)
Unlicensed
Unlicensed
![](https://www.python.org/static/favicon.ico)
Unlicensed
![](https://www.python.org/static/favicon.ico)
GPL-3.0
![](https://www.python.org/static/favicon.ico)
+- fruitbat (🥇14 · ⭐ 11 · 📈) - A fast radio burst (FRB) redshift estimation package written in.. BSD-3
![](https://www.python.org/static/favicon.ico)
+- pygedm (🥇13 · ⭐ 28 · 📈) - Python bindings for YMW16, NE2001 and YT2020 electron.. Unlicensed
![](https://www.python.org/static/favicon.ico)
+- psrdada-python (🥉9 · ⭐ 3 · 💤) - Python bindings to the PSRDada ringbuffer.. http://www.apache.org/licenses/LICENSE-2.0
![](https://www.python.org/static/favicon.ico)
+- FRB.software (🥉5 · ⭐ 2 · 📈) - FRB Community Software site. Unlicensed
+
+## ➕ Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- subdriftlaw (🥈10 · ⭐ 4 · ➕) - Code for A simple relationship for the spectro-temporal.. MIT
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)
+- IQRM (🥉6 · ⭐ 4 · ➕) - A minimal implementation of the IQRM interference flagging algorithm for.. MIT
![](https://www.python.org/static/favicon.ico)
+- TPP-FRB121102 (🥉5 · ⭐ 7 · 🐣) - Results and analysis scripts for FRB121102 burst.. GPL-3.0
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)
+
diff --git a/history/2021-07-29_projects.csv b/history/2021-07-29_projects.csv
new file mode 100644
index 0000000..eb70899
--- /dev/null
+++ b/history/2021-07-29_projects.csv
@@ -0,0 +1,49 @@
+,name,github_id,pypi_id,labels,category,show,homepage,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,commit_count,latest_stable_release_published_at,latest_stable_release_number,release_count,description,dependent_project_count,github_dependent_project_count,contributor_count,projectrank,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,projectrank_placing,trending,new_addition,updated_github_id,gitlab_id,gitlab_url
+0,blimpy,UCBerkeleySETI/blimpy,blimpy,['python'],I/O,True,https://blimpy.readthedocs.io/en/latest/,https://github.com/UCBerkeleySETI/blimpy,BSD-3-Clause,2016-06-15 19:42:52,2021-07-28 19:39:40,2021-07-28 19:36:58,33.0,23.0,98.0,28.0,1430.0,2021-07-28 19:39:40,2.0.19,20.0,Breakthrough Listen I/O Methods for Python.,31.0,25.0,24.0,21,https://pypi.org/project/blimpy,2021-07-28 19:39:40,6.0,594.0,594.0,1,,,,,
+1,psrqpy,mattpitkin/psrqpy,psrqpy,['python'],catalog,True,https://psrqpy.readthedocs.io,https://github.com/mattpitkin/psrqpy,MIT,2017-11-15 11:27:08,2021-07-15 12:25:37,2021-07-15 12:25:37,14.0,6.0,35.0,23.0,463.0,2021-06-22 12:18:51,1.1.2,42.0,A python module to query the ATNF pulsar catalogue.,10.0,10.0,4.0,18,https://pypi.org/project/psrqpy,2021-06-22 12:18:51,0.0,402.0,402.0,1,,,,,
+2,presto,scottransom/presto,,"['python', 'C', 'Fortran']",Search,True,https://www.cv.nrao.edu/~sransom/presto/,https://github.com/scottransom/presto,,2009-09-29 21:35:23,2021-07-09 16:11:56,2021-07-09 16:11:52,146.0,18.0,36.0,162.0,2756.0,2021-05-09 17:12:17,4.0,5.0,Open source pulsar search and analysis toolkit.,21.0,21.0,37.0,17,,,,,,1,,,,,
+3,your,thepetabyteproject/your,your,['python'],I/O,True,https://thepetabyteproject.github.io/your/,https://github.com/thepetabyteproject/your,GPL-3.0,2019-08-05 12:31:16,2021-07-27 02:58:02,2021-06-10 21:59:54,12.0,1.0,43.0,14.0,663.0,2021-04-25 18:12:22,0.6.5,14.0,Your Unified Reader.,9.0,9.0,11.0,15,https://pypi.org/project/your,2021-04-25 18:12:22,0.0,187.0,187.0,2,1.0,,,,
+4,AstroAccelerate,AstroAccelerateOrg/astro-accelerate,,"['cpp', 'CUDA', 'python']",Search,True,https://github.com/AstroAccelerateOrg/astro-accelerate,https://github.com/AstroAccelerateOrg/astro-accelerate,GPL-3.0,2013-02-27 12:04:06,2021-07-27 07:52:47,2021-07-27 07:52:47,12.0,13.0,112.0,22.0,1159.0,2020-11-20 16:43:08,1.8.1,25.0,AstroAccelerate is a many-core accelerated software package for processing time-domain radio-astronomy data.,,,22.0,14,,,,,,2,,,,,
+5,fruitbat,abatten/fruitbat,fruitbat,['python'],analysis,True,https://fruitbat.readthedocs.io/,https://github.com/abatten/fruitbat,BSD-3-Clause,2019-02-09 09:52:39,2021-07-10 04:57:34,2021-07-06 05:07:55,4.0,1.0,7.0,11.0,240.0,2021-07-06 05:12:40,2.0.1,6.0,A fast radio burst (FRB) redshift estimation package written in Python.,2.0,2.0,2.0,14,https://pypi.org/project/fruitbat,2021-07-06 05:12:40,,164.0,164.0,1,1.0,,,,
+6,pygedm,FRBs/pygedm,,"['cpp', 'Fortran', 'python']",analysis,True,https://pygedm.readthedocs.io,https://github.com/FRBs/pygedm,,2019-02-17 13:02:21,2021-07-19 06:36:45,2021-07-19 06:32:20,7.0,3.0,8.0,28.0,233.0,2021-07-19 06:36:45,3.3.0,2.0,"Python bindings for YMW16, NE2001 and YT2020 electron density models.",3.0,3.0,9.0,13,,,,,,1,1.0,,,,
+7,Frbpoppy,davidgardenier/frbpoppy,,['python'],popsynth,True,https://davidgardenier.github.io/frbpoppy/html/index.html,https://github.com/davidgardenier/frbpoppy,MIT,2017-01-03 11:02:10,2021-06-15 12:44:18,2021-06-15 12:44:17,8.0,18.0,36.0,21.0,462.0,2020-12-11 15:07:36,2.1.0,3.0,Fast Radio Burst Population Synthesis in Python.,,,5.0,13,,,,,,1,,,,,
+8,RM-Tools,CIRADA-Tools/RM-Tools,,['python'],analysis,True,https://github.com/CIRADA-Tools/RM-Tools/wiki,https://github.com/CIRADA-Tools/RM-Tools,MIT,2019-04-11 22:29:44,2021-07-29 10:47:51,2021-07-08 20:48:31,9.0,19.0,13.0,18.0,110.0,2021-04-26 15:27:33,1.1.1,8.0,"RM-synthesis, RM-clean and QU-fitting on polarised radio spectra.",,,7.0,12,,,,,,2,,,,,
+9,frbcat,davidgardenier/frbcat,,['python'],catalog,True,https://github.com/davidgardenier/frbcat,https://github.com/davidgardenier/frbcat,MIT,2020-02-19 15:03:56,2021-06-16 12:45:49,2021-06-16 12:45:26,3.0,3.0,3.0,15.0,48.0,2021-06-16 12:45:50,0.2.19,4.0,Query Fast Radio Burst catalogues.,1.0,1.0,3.0,12,,,,,,2,,,,,
+10,rfpipe,realfastvla/rfpipe,,['python'],Search,True,https://realfastvla.github.io/rfpipe/,https://github.com/realfastvla/rfpipe,BSD-3-Clause,2016-07-15 21:01:44,2021-06-24 23:52:51,2021-06-24 23:49:43,4.0,18.0,36.0,8.0,1332.0,,,,Fast radio interferometric transient search pipeline.,1.0,1.0,11.0,11,,,,,,2,,,,,
+11,FRB,FRBs/FRB,,['python'],analysis,True,https://github.com/FRBs/FRB,https://github.com/FRBs/FRB,BSD-3-Clause,2017-03-16 12:26:19,2021-07-28 21:54:44,2021-07-21 14:54:55,10.0,3.0,6.0,31.0,,2019-09-10 09:27:47,1.0.0,1.0,"Python code related to DM calculations, estimations, and analysis.",,,13.0,10,,,,,,2,,,,,
+12,fetch,devanshkv/fetch,,"['python', 'CUDA']",ML,True,https://github.com/devanshkv/fetch,https://github.com/devanshkv/fetch,GPL-3.0,2019-01-14 20:59:03,2021-07-23 19:23:44,2021-07-23 19:23:44,19.0,1.0,12.0,15.0,57.0,2020-06-24 01:11:43,0.1.8,1.0,A set of deep learning models for FRB/RFI binary classification.,6.0,6.0,4.0,10,,,,,,1,,,,,
+13,subdriftlaw,mef51/subdriftlaw,,"['python', 'jupyter']",analysis,True,https://github.com/mef51/subdriftlaw,https://github.com/mef51/subdriftlaw,MIT,2020-04-29 03:13:43,2021-07-13 23:02:15,2021-07-13 22:51:52,2.0,,,4.0,101.0,2021-07-13 23:02:15,1.1,3.0,Code for A simple relationship for the spectro-temporal structure of bursts from FRB121102 and Evidence of a shared..,,,,10,,,,,,2,,True,,,
+14,single_pulse_ml,liamconnor/single_pulse_ml,,['python'],ML,True,https://github.com/liamconnor/single_pulse_ml,https://github.com/liamconnor/single_pulse_ml,GPL-2.0,2017-05-02 12:17:52,2020-01-13 18:40:36,2020-01-13 18:42:44,7.0,,,9.0,369.0,2018-10-02 11:30:34,1.0.0,1.0,,,,30.0,9,,,,,,3,,,,,
+15,sigpyproc3,FRBs/sigpyproc3,,"['python', 'cpp']",I/O,True,https://sigpyproc3.readthedocs.io,https://github.com/FRBs/sigpyproc3,,2020-04-16 17:23:05,2021-05-16 05:21:59,2021-03-31 10:11:04,3.0,5.0,2.0,4.0,,2021-03-31 07:35:14,0.5.5,3.0,Python3 version of Ewan Barr's sigpyproc library.,,,8.0,9,,,,,,3,,,,,
+16,psrdada-python,TRASAL/psrdada-python,,['python'],I/O,True,https://trasal.github.io/psrdada-python/index.html,https://github.com/TRASAL/psrdada-python,http://www.apache.org/licenses/LICENSE-2.0,2018-05-07 09:23:43,2020-11-17 12:34:00,2020-11-17 12:33:52,3.0,,2.0,3.0,51.0,2020-07-14 12:16:50,0.1.0,2.0,Python bindings to the PSRDada ringbuffer implementation.,,,4.0,9,,,,,,3,1.0,,,,
+17,Amber,TRASAL/AMBER,,['cpp'],Search,True,http://alert.eu/,https://github.com/TRASAL/AMBER,Apache-2.0,2015-03-27 14:59:41,2020-11-17 12:48:21,2020-11-17 12:48:15,1.0,,13.0,1.0,726.0,2020-09-25 14:26:34,3.0.1,3.0,"A many-core transient searching pipeline, designed to search in real-time for Fast Radio Bursts.",,,4.0,9,,,,,,3,,,,,
+18,burstfit,thepetabyteproject/burstfit,burstfit,['python'],analysis,True,https://github.com/thepetabyteproject/burstfit/,https://github.com/thepetabyteproject/burstfit,GPL-3.0,2021-01-20 15:40:20,2021-07-14 16:29:35,2021-07-14 16:29:35,,3.0,3.0,8.0,,2021-03-29 23:30:13,0.1.0,1.0,Spectro-temporal modeling of FRBs.,,,2.0,8,https://pypi.org/project/burstfit,2021-03-29 23:30:13,,28.0,28.0,2,,,,,
+19,burst_search,kiyo-masui/burst_search,,"['python', 'C']",Search,True,https://github.com/kiyo-masui/burst_search,https://github.com/kiyo-masui/burst_search,GPL-2.0,2014-07-28 20:54:02,2018-04-10 22:34:32,2018-02-27 06:05:03,6.0,1.0,,5.0,297.0,,,,Program to perform real-time and off-line searches for fast radio bursts in GBT GUPPI data.,,,18.0,8,,,,,,3,,,,,
+20,RFIClean,ymaan4/RFIClean,,['C'],rfi,True,https://github.com/ymaan4/RFIClean,https://github.com/ymaan4/RFIClean,,2019-11-15 16:16:58,2021-04-23 18:34:12,2021-04-23 18:33:29,2.0,,2.0,3.0,35.0,2021-02-09 17:05:03,1.2.0,3.0,Mitigation of periodic as well as narrow-band and spiky/bursty RFI from time-domain filterbank data.,,,,8,,,,,,1,,,,,
+21,casp,KshitijAggarwal/casp,,['python'],analysis,True,https://github.com/KshitijAggarwal/casp,https://github.com/KshitijAggarwal/casp,BSD-3-Clause,2020-03-12 03:19:24,2021-04-12 16:45:52,2021-04-12 16:45:52,,,,,25.0,2021-02-16 17:22:14,0.1.0,1.0,Calculating Association Probability of FRBs.,,,,8,,,,,,2,,,,,
+22,DM_Phase,danielemichilli/DM_phase,,['python'],analysis,True,https://github.com/danielemichilli/DM_phase,https://github.com/danielemichilli/DM_phase,GPL-3.0,2019-01-25 18:16:49,2020-12-14 18:55:35,2020-07-09 18:51:30,3.0,,5.0,9.0,26.0,,,,Tool to calculate the best dispersion measure for a burst using phase information.,,,3.0,7,,,,,,3,,,,,
+23,simpulse,kmsmith137/simpulse,,"['cpp', 'python']",Injection,True,https://github.com/kmsmith137/simpulse,https://github.com/kmsmith137/simpulse,,2016-06-08 17:18:15,2021-05-31 17:29:07,2019-12-25 23:58:19,5.0,,,6.0,70.0,,,,C++/python library for simulating FRB's and pulsars.,,,5.0,7,,,,,,1,,,,,
+24,dfdt,zpleunis/dfdt,,['python'],analysis,True,https://github.com/zpleunis/dfdt,https://github.com/zpleunis/dfdt,BSD-3-Clause,2020-09-18 01:48:08,2021-05-26 13:33:45,2021-05-26 13:33:45,,,,5.0,,,,,Linear drift rate measurements for fast radio bursts.,,,,7,,,,,,3,,,,,
+25,RFIm,TRASAL/RFIm,,['cpp'],rfi,True,https://github.com/TRASAL/RFIm,https://github.com/TRASAL/RFIm,Apache-2.0,2019-01-11 12:04:09,2020-11-17 13:05:51,2020-11-17 12:35:14,2.0,3.0,3.0,2.0,196.0,2020-07-29 12:27:29,1.0,1.0,Radio Frequency Interference (RFI) mitigation algorithms.,,,6.0,7,,,,,,2,,,,,
+26,astropath,FRBs/astropath,,['python'],analysis,True,https://github.com/FRBs/astropath,https://github.com/FRBs/astropath,BSD-3-Clause,2020-12-15 19:40:33,2021-06-14 15:52:28,2021-06-14 15:52:27,,,,7.0,,,,,,,,3.0,6,,,,,,3,,,,,
+27,frbpa,KshitijAggarwal/frbpa,,['python'],analysis,True,https://github.com/KshitijAggarwal/frbpa,https://github.com/KshitijAggarwal/frbpa,BSD-3-Clause,2020-05-26 21:36:21,2020-08-21 17:30:27,2020-08-21 17:30:26,2.0,2.0,1.0,5.0,53.0,,,,FRB Periodicity Analysis.,,,2.0,6,,,,,,3,,,,,
+28,radio_transients,josephwkania/radio_transients,,"['python', 'C', 'cpp', 'CUDA']",containers,True,https://github.com/josephwkania/radio_transients,https://github.com/josephwkania/radio_transients,GPL-3.0,2021-03-06 05:27:00,2021-06-22 03:40:33,2021-06-22 03:40:15,,,,4.0,24.0,,,,Singularity containers with common radio transient search software.,,,,6,,,,,,1,,,,,
+29,IQRM,v-morello/iqrm,,['python'],rfi,True,https://github.com/v-morello/iqrm,https://github.com/v-morello/iqrm,MIT,2021-07-15 07:00:30,2021-07-15 07:17:43,2021-07-15 06:55:13,,,,4.0,18.0,,,,A minimal implementation of the IQRM interference flagging algorithm for radio pulsar and transient searches.,,,,6,,,,,,3,,True,,,
+30,FRB hosts,FRBs/FRBhostpage,,"['HTML', 'JS']",catalog,True,https://frbhosts.org/,https://github.com/FRBs/FRBhostpage,,2020-03-27 14:12:50,2021-06-30 06:48:52,2020-09-23 09:53:23,1.0,,,,210.0,,,,Hosting for the FRB host webpage.,,,5.0,6,,,,,,3,,,,,
+31,TPP-FRB121102,thepetabyteproject/FRB121102,,"['python', 'jupyter']",analysis,True,https://thepetabyteproject.github.io/FRB121102/,https://github.com/thepetabyteproject/FRB121102,GPL-3.0,2021-02-04 22:47:54,2021-07-15 17:40:08,2021-07-15 17:40:08,,,,7.0,,,,,Results and analysis scripts for FRB121102 burst analysis.,,,4.0,5,,,,,,3,,True,,,
+32,PreFRBLE,FRBs/PreFRBLE,,['python'],popsynth,True,https://github.com/FRBs/PreFRBLE,https://github.com/FRBs/PreFRBLE,,2019-02-17 22:20:43,2020-10-16 10:10:17,2020-10-16 10:09:10,,,,6.0,167.0,2020-05-28 14:02:00,1.0,1.0,PrEFRBLE: Probability Estimates for Fast Radio Burst to obtain model Likelihood Estimates.,,,2.0,5,,,,,,3,,,,,
+33,Furby,vg2691994/Furby,,['python'],Injection,True,https://github.com/vg2691994/Furby,https://github.com/vivgastro/Furby,,2019-02-20 15:39:21,2021-05-18 15:55:26,2021-05-18 15:55:16,2.0,,,5.0,35.0,,,,Mock FRB generator.,,,2.0,5,,,,,,2,,,vivgastro/Furby,,
+34,visualizations,josephwkania/visualizations,,['python'],Visualization,True,https://github.com/josephwkania/visualizations,https://github.com/josephwkania/visualizations,,2020-11-22 03:08:03,2021-05-19 18:13:19,2021-05-19 18:11:23,,,,5.0,6.0,,,,Visualizations of pulsar + FRB data processing.,,,,5,,,,,,1,,,,,
+35,FRB.software,FRBs/FRBs.github.io,,[''],catalog,True,https://frb.software/,https://github.com/FRBs/FRBs.github.io,,2020-07-15 14:30:29,2021-07-26 20:13:37,2021-07-26 20:13:36,2.0,,,2.0,49.0,,,,FRB Community Software site.,,,5.0,5,,,,,,3,1.0,,,,
+36,FRBSTATS,HeRTA/FRBSTATS,,,catalog,True,https://www.herta-experiment.org/frbstats/,https://github.com/HeRTA/FRBSTATS,GPL-3.0,2021-02-10 14:45:29,2021-07-10 00:34:47,2021-07-10 00:34:47,1.0,10.0,23.0,11.0,,,,,Repository for the FRBSTATS web platform.,,,2.0,4,,,,,,3,,,,,
+37,SPANDAK,gajjarv/PulsarSearch,,['python'],Search,True,https://github.com/gajjarv/PulsarSearch,https://github.com/gajjarv/PulsarSearch,,2016-09-12 18:12:17,2021-04-18 04:56:17,2021-04-18 04:56:07,5.0,,,4.0,137.0,,,,,,,2.0,4,,,,,,3,,,,,
+38,heimdall,pravirkr/heimdall,,"['cpp', 'CUDA', 'python']",Search,True,https://github.com/pravirkr/heimdall,https://github.com/pravirkr/heimdall,GPL-3.0,2020-10-03 06:11:42,2021-01-12 09:35:34,2021-01-12 09:34:53,,,,2.0,92.0,,,,copy of the Heimdall single-pulse detection code.,,,2.0,4,,,,,,3,,,,,
+39,DM_IGM,NihanPol/DM_IGM,,['python'],analysis,True,https://github.com/NihanPol/DM_IGM,https://github.com/NihanPol/DM_IGM,,2019-02-28 17:08:02,2019-08-15 14:01:19,2019-08-15 13:59:52,,,,1.0,21.0,2019-07-18 14:10:10,1.0.0,1.0,,,,4.0,4,,,,,,3,,,,,
+40,injectfrb,liamconnor/injectfrb,,['python'],Injection,True,https://github.com/liamconnor/injectfrb,https://github.com/liamconnor/injectfrb,,2019-02-25 10:14:02,2020-10-01 13:01:16,2020-10-01 13:01:11,1.0,2.0,,1.0,337.0,,,,Tools for simulating FRBs and injecting them into real data.,,,2.0,4,,,,,,3,,,,,
+41,joy-plotter,josephwkania/joy-plotter,,['python'],Visualization,True,https://github.com/josephwkania/joy-plotter,https://github.com/josephwkania/joy-plotter,GPL-3.0,2020-06-26 17:11:05,2021-04-24 06:21:14,2021-04-24 06:21:04,,,,,27.0,,,,,,,2.0,3,,,,,,3,,,,,
+42,pydedisp,pravirkr/pydedisp,,"['cpp', 'CUDA', 'python']",Search,True,https://github.com/pravirkr/pydedisp,https://github.com/pravirkr/pydedisp,,2020-12-26 08:40:48,2021-04-22 12:39:51,2021-04-22 12:39:33,,,,2.0,14.0,,,,,,,,2,,,,,,3,,,,,
+43,burstpy,pravirkr/burstpy,,['python'],analysis,True,https://github.com/pravirkr/burstpy,https://github.com/pravirkr/burstpy,,2021-05-16 21:34:49,2021-07-09 06:16:24,,,,,2.0,,,,,Single Pulse Tools.,,,1.0,2,,,,,,3,,,,,
+44,iqrm_apollo,,,['cpp'],rfi,True,https://gitlab.com/kmrajwade/iqrm_apollo,,,2020-04-21 15:21:39,2020-04-21 15:21:39,,1.0,1.0,,1.0,,,,0.0,A standalone code to clean narrow-band RFI using Inter-Quartile Range Mitigation (IQRM) algorithm. The code works on..,,,,2,,,,,,3,,,,kmrajwade/iqrm_apollo,https://gitlab.com/kmrajwade/iqrm_apollo
+45,Filterbank Cleaner,,,['python'],rfi,True,https://gitlab.com/houben.ljm/fil_cleaner,,,2020-05-06 11:11:19,2020-05-06 11:11:19,,0.0,1.0,,,,,,0.0,Remove RFI in the time domain using thresholds and hard apply the created RFI mask to the original filterbank file.,,,,2,,,,,,3,,,,houben.ljm/fil_cleaner,https://gitlab.com/houben.ljm/fil_cleaner
+46,Heimdall Candidate Plotter,,,['python'],Visualization,True,https://gitlab.com/houben.ljm/heim_cand_plotter,,,2019-04-24 12:07:26,2019-04-24 12:07:26,,1.0,,1.0,,,,,0.0,Plotter designed to ease the inspection of Heimdall candidates. Perform a visual coincidence check or inspect the..,,,,2,,,,,,3,,,,houben.ljm/heim_cand_plotter,https://gitlab.com/houben.ljm/heim_cand_plotter
+47,FRB Faker,,,['python'],Injection,True,https://gitlab.com/houben.ljm/frb-faker,,,2020-04-09 08:44:27,2020-04-09 08:44:27,,0.0,,,,,,,0.0,"Tool to inject SPs with complex morphologies in Filterbank data, either true or synthetic data.",,,,2,,,,,,3,,,,houben.ljm/frb-faker,https://gitlab.com/houben.ljm/frb-faker
diff --git a/latest-changes.md b/latest-changes.md
index b2bc71e..7d73a22 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,5 +2,17 @@
_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._
-- pygedm (🥇12 · ⭐ 27 · 📈) - Python bindings for YMW16, NE2001 and YT2020 electron.. Unlicensed
![](https://www.python.org/static/favicon.ico)
+- your (🥈15 · ⭐ 14 · 📈) - Your Unified Reader. GPL-3.0
![](https://www.python.org/static/favicon.ico)
+- fruitbat (🥇14 · ⭐ 11 · 📈) - A fast radio burst (FRB) redshift estimation package written in.. BSD-3
![](https://www.python.org/static/favicon.ico)
+- pygedm (🥇13 · ⭐ 28 · 📈) - Python bindings for YMW16, NE2001 and YT2020 electron.. Unlicensed
![](https://www.python.org/static/favicon.ico)
+- psrdada-python (🥉9 · ⭐ 3 · 💤) - Python bindings to the PSRDada ringbuffer.. http://www.apache.org/licenses/LICENSE-2.0
![](https://www.python.org/static/favicon.ico)
+- FRB.software (🥉5 · ⭐ 2 · 📈) - FRB Community Software site. Unlicensed
+
+## ➕ Added Projects
+
+_Projects that were recently added to this best-of list._
+
+- subdriftlaw (🥈10 · ⭐ 4 · ➕) - Code for A simple relationship for the spectro-temporal.. MIT
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)
+- IQRM (🥉6 · ⭐ 4 · ➕) - A minimal implementation of the IQRM interference flagging algorithm for.. MIT
![](https://www.python.org/static/favicon.ico)
+- TPP-FRB121102 (🥉5 · ⭐ 7 · 🐣) - Results and analysis scripts for FRB121102 burst.. GPL-3.0
![](https://www.python.org/static/favicon.ico)
![](https://git.io/JLy1E)