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Top 23 Python Research Projects
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qlib
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.
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mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
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SaaSHub
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habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
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PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
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pybossa
PYBOSSA is the ultimate crowdsourcing framework (aka microtasking) to analyze or enrich data that can't be processed by machines alone.
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Mava
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
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stable-baselines3-contrib
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
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SaaSHub
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Project mention: Open-source AI-oriented quantitative investment platform | news.ycombinator.com | 2023-11-03
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
Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09
Project mention: How do I run this code from Papers in 100 lines of code? | /r/NeuralRadianceFields | 2023-09-22I wanted to try the some code written by Maxime Vandegar https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code/tree/main/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs
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 :
Project mention: Hilo Semanal de Consultas IT - Asesoría Técnica, Desarrollo Profesional y Aprendizaje | /r/chileIT | 2023-06-28
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).
Python Research related posts
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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
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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
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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
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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
-
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
-
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
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How do I run this code from Papers in 100 lines of code?
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Index
What are some of the best open-source Research projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | qlib | 14,241 |
| 2 | software-papers | 3,865 |
| 3 | mlfinlab | 3,787 |
| 4 | acme | 3,386 |
| 5 | catalyst | 3,229 |
| 6 | scenic | 3,028 |
| 7 | lingvo | 2,777 |
| 8 | habitat-lab | 1,720 |
| 9 | yacs | 1,240 |
| 10 | PyGame-Learning-Environment | 989 |
| 11 | dreamerv2 | 853 |
| 12 | iris | 756 |
| 13 | pybossa | 734 |
| 14 | Mava | 646 |
| 15 | nn-template | 616 |
| 16 | rwa | 601 |
| 17 | Papers-in-100-Lines-of-Code | 587 |
| 18 | holodeck | 564 |
| 19 | asreview | 561 |
| 20 | stable-baselines3-contrib | 429 |
| 21 | pathml | 364 |
| 22 | orion | 281 |
| 23 | rtdl-num-embeddings | 259 |
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