hora
Ray
hora | Ray | |
---|---|---|
1 | 44 | |
92 | 31,718 | |
- | 1.9% | |
4.5 | 10.0 | |
16 days ago | 2 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
hora
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Latest Robotics Research Releases ‘Hora’: A Single Policy Capable of Rotating Diverse Objects With a Dexterous Robot Hand
Quick Read: https://www.marktechpost.com/2022/10/17/latest-robotics-research-releases-hora-a-single-policy-capable-of-rotating-diverse-objects-with-a-dexterous-robot-hand/ Paper: https://arxiv.org/pdf/2210.04887.pdf Github: https://github.com/HaozhiQi/hora/ Project: https://haozhi.io/hora/
Ray
- Comparison: Dask vs. Ray
- Ray: Unified framework for scaling AI and Python applications
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Open Source Advent Fun Wraps Up!
22. Ray | Github | tutorial
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Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models
Training times for GSM8k are mentioned here: https://github.com/ray-project/ray/tree/master/doc/source/te...
- Ray – an open source project for scaling AI workloads
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Methods to keep agents inside grid world.
Here's a reference from RLlib that points to docs and an example, and here's one from one of my projects that includes all my own implementations
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TransformerXL + PPO Baseline + MemoryGym
RLlib
- Is dynamic action masking possible in Rllib?
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AWS re:Invent 2022 Recap | Data & Analytics services
⦿ AWS Glue Data Quality - Automatic data quality rule recommendations based on your data AWS Glue for Ray - Data integration with Ray (ray.io), a popular new open-source compute framework that helps you scale Python workloads
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Think about it for a second
https://ray.io (just dropping the link)
What are some alternatives?
reinforcement-learning-an-introduction - Python Implementation of Reinforcement Learning: An Introduction
optuna - A hyperparameter optimization framework
tensor2tensor - Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Faust - Python Stream Processing
gevent - Coroutine-based concurrency library for Python
stable-baselines - A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
SCOOP (Scalable COncurrent Operations in Python) - SCOOP (Scalable COncurrent Operations in Python)
Thespian Actor Library - Python Actor concurrency library
Dask - Parallel computing with task scheduling
django-celery - Old Celery integration project for Django
pymarl - Python Multi-Agent Reinforcement Learning framework