Top 12 state-of-the-art Open-Source Projects

• tsai

  4 4,637 7.9 Jupyter Notebook

  Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  

Project mention: Aeon: A unified framework for machine learning with time series | news.ycombinator.com | 2023-06-22

Also https://github.com/timeseriesAI/tsai

• best_AI_papers_2022

  21 3,203 3.6

  A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Project mention: What are the most important papers on AI that you would recommend? | /r/singularity | 2023-05-04

Nonetheless, here's something I vaguely recall glancing over (a collection of one person's opinion on the most significant papers of 2022). https://github.com/louisfb01/best_AI_papers_2022

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• best_AI_papers_2021

  30 2,901 2.7

  A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

• Best_AI_paper_2020

  29 2,218 0.0

  A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

• detrex

  4 1,807 7.2 Python

  detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

  

• Popular-RL-Algorithms

  1 976 4.7 Jupyter Notebook

  PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

• awesome-ai-papers

  5 489 8.7

  A curated list of the most impressive AI papers

Project mention: Ask HN: Daily practices for building AI/ML skills? | news.ycombinator.com | 2023-12-14

Try the "historical papers" on this repo: https://github.com/aimerou/awesome-ai-papers

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• GoLLIE

  1 204 9.6 Python

  Guideline following Large Language Model for Information Extraction

  

Project mention: A LLM trained to follow annotation guidelines, for information extraction tasks | news.ycombinator.com | 2023-10-30

• HugsVision

  1 188 0.0 Jupyter Notebook

  HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

• wg-install

  1 148 4.2 Shell

  Wireguard auto-installer for Ubuntu, Debian, CentOS and Fedora

• top-10-cv-papers-2021

  25 126 1.8

  A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.

• awesome-sentiment-attitude-extraction

  1 15 5.0

  A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

state-of-the-art related posts

• [R] detrex 0.2.0 release: New baselines for DETR models
  1 project | /r/MachineLearning | 13 Nov 2022
• detrex: the open source toolbox for Transformer based object detection algorithms
  1 project | /r/deeplearning | 14 Oct 2022
• [R] detrex: the open source toolbox for Transformer based object detection algorithms
  2 projects | /r/MachineLearning | 14 Oct 2022
• What does LSTM do (rather than FC Layers) to SAC and TD3 and when to use them?
  1 project | /r/reinforcementlearning | 31 May 2021

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