Top 7 paper-list Open-Source Projects

GNNPapers

1 15,548 0.0

Must-read papers on graph neural networks (GNN)

Project mention: [D] Masked Node Classification/Representation Learning for Graph Neural Networks | /r/MachineLearning | 2023-06-02

I recently stumbled upon this amazing resource, you might wanna take a look on the papers listed there to check if anything catches your eye. Sorry for not being more helpful!

ABigSurvey

1 1,951 3.8

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Awesome-Image-Inpainting

3 1,736 2.7 Python

A curated list of image inpainting and video inpainting papers and resources

Project mention: MagicEdit: High-Fidelity Temporally Coherent Video Editing | news.ycombinator.com | 2023-08-29

I have been reading a lot of adjacent papers to this recently. Here is a useful collection for anyone interested: https://github.com/zengyh1900/Awesome-Image-Inpainting
I have noticed an overwhelming trend that the vast majority of authors tend to be Chinese sounding names even when associated with an US based university. Obviously some of those could be Americans as well but it stood out to such a degree I was curious if anyone had any insight.
Also if there is code (this projects links to github but it's empty), it tends to be basically abandonware once these papers are published with no effort towards commercializing or turning into healthy open source projects for some reason.

awesome-ml4co

1 1,468 6.7 Python

Awesome machine learning for combinatorial optimization papers.
awesome-end-to-end-autonomous-driving

1 277 3.8

A curated list of awesome End-to-End Autonomous Driving resources (continually updated)
LLM-Planning-Papers

1 251 7.5

Must-read Papers on Large Language Model (LLM) Planning.

Project mention: Yann LeCun: Ignore the deluge of complete nonsense about Q* | news.ycombinator.com | 2023-11-24

I just found this. May be useful. https://github.com/AGI-Edgerunners/LLM-Planning-Papers

DataAug4Code

3 49 6.6

Source Code Data Augmentation for Deep Learning: A Survey.

Project mention: Source Code Data Augmentation for Deep Learning | /r/LanguageTechnology | 2023-11-16

SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

paper-list related posts

Application of Deep Reinforcement Learning for Operations Research problems

3 projects | /r/reinforcementlearning | 4 Mar 2022
Implemented approaches to reconstructing missing parts in an image

1 project | /r/computervision | 10 Feb 2022
Becoming a ML/DL researcher

1 project | /r/learnmachinelearning | 20 Feb 2021
[Research] NN to extrapolate painting

1 project | /r/MachineLearning | 13 Feb 2021

Index

What are some of the best open-source paper-list projects? This list will help you:

	Project	Stars
1	GNNPapers	15,548
2	ABigSurvey	1,951
3	Awesome-Image-Inpainting	1,736
4	awesome-ml4co	1,468
5	awesome-end-to-end-autonomous-driving	277
6	LLM-Planning-Papers	251
7	DataAug4Code	49