Top 23 Python Research Projects

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• qlib

  53 15,249 8.0 Python

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  

  Project mention: Open-source AI-oriented quantitative investment platform | news.ycombinator.com | 2023-11-03

• SaaSHub

  www.saashub.com featured

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

  

• khoj

  51 12,711 9.9 Python

  Your AI second brain, open and self-hostable. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3).

  

  Project mention: Top 13 Self-Hosted Projects with the Most GitHub Stars | dev.to | 2024-09-10

  GitHub https://github.com/khoj-ai/khoj GitHub Star 12.4k GitHub Fork 627 GitHub Issue 64 GitHub Pull Request 3 GitHub Contributor 35 Open Source License AGPL-3.0 Official Website https://khoj.dev/ Documentation https://docs.khoj.dev/

• software-papers

  7 4,096 5.7 Python

  📚 A curated list of papers for Software Engineers

• mlfinlab

  126 3,932 0.0 Python

  MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

  

  Project mention: mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s | /r/algoprojects | 2023-11-21

• acme

  11 3,477 5.5 Python

  A library of reinforcement learning components and agents

  

• catalyst

  1 3,278 0.0 Python

  Accelerated deep learning R&D (by catalyst-team)

  

  Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

• scenic

  5 3,269 7.6 Python

  Scenic: A Jax Library for Computer Vision Research and Beyond (by google-research)

  

• lingvo

  1 2,811 8.1 Python

  Lingvo

  

• habitat-lab

  3 1,923 9.4 Python

  A modular high-level library to train embodied AI agents across a variety of tasks and environments.

  

• yacs

  1 1,259 0.0 Python

  YACS -- Yet Another Configuration System (by rbgirshick)

• PyGame-Learning-Environment

  1 1,001 0.0 Python

  PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

• SALMONN

  2 996 7.9 Python

  SALMONN: Speech Audio Language Music Open Neural Network

  

  Project mention: Comparing Humans, GPT-4, and GPT-4V on Abstraction and Reasoning Tasks | news.ycombinator.com | 2023-11-19

  > In other words, if you express a problem in a more complicated space (e.g. a visual problem, or an abstract algebra problem), you will not be able to solve it in the smaller token space, there's not enough information

  You're aware multimodel transformers do exactly this?

  https://github.com/bytedance/SALMONN

• dreamerv2

  4 873 0.0 Python

  Mastering Atari with Discrete World Models

• iris

  8 791 2.6 Python

  Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%. (by eloialonso)

• pybossa

  1 743 0.0 Python

  PYBOSSA is the ultimate crowdsourcing framework (aka microtasking) to analyze or enrich data that can't be processed by machines alone.

  

• Papers-in-100-Lines-of-Code

  3 718 5.9 Python

  Implementation of papers in 100 lines of code.

• Mava

  5 709 9.8 Python

  🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

  

• nn-template

  4 630 7.2 Python

  Generic template to bootstrap your PyTorch project.

  

• asreview

  1 628 9.1 Python

  Active learning for systematic reviews

  

• rwa

  0 601 0.0 Python

  Machine Learning on Sequential Data Using a Recurrent Weighted Average

• holodeck

  1 573 0.0 Python

  High Fidelity Simulator for Reinforcement Learning and Robotics Research. (by BYU-PCCL)

  

• stable-baselines3-contrib

  6 463 5.8 Python

  Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

  

  Project mention: Problem with Truncated Quantile Critics (TQC) and n-step learning algorithm. | /r/reinforcementlearning | 2023-12-09

  # https://github.com/Stable-Baselines-Team/stable-baselines3-contrib/blob/master/sb3_contrib/tqc/tqc.py :

• pathml

  2 388 7.0 Python

  Tools for computational pathology

  

Python Research related posts

• Show HN: PDF to Podcast – Convert Any PDF into a Podcast Episode

  3 projects | news.ycombinator.com | 12 Jun 2024

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 21 Nov 2023

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 19 Nov 2023

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 19 Nov 2023

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 17 Nov 2023

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 16 Nov 2023

• mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s

  1 project | /r/algoprojects | 14 Nov 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 4 Oct 2024

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