lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers. (by Lightning-Universe)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better lightning-bolts alternative or higher similarity.

lightning-bolts reviews and mentions

Posts with mentions or reviews of lightning-bolts. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-01-10.
  • Question about implementing RL algorithms
    1 project | /r/reinforcementlearning | 19 Nov 2022
    In the lightning-bolts repository, they implement the different RL algorithms, such as PPO and DQN, as different models. Would it make more sense to have the different algorithms be the Trainer instead? Inside each of the implementations, the model creates the same neural network with different training steps.
  • [P] An elegant and strong PyTorch Trainer
    1 project | /r/MachineLearning | 1 Jul 2022
    This is also how lightning bolts tend to be defined: for example, you have https://github.com/Lightning-AI/lightning-bolts/blob/master/pl_bolts/models/rl/advantage_actor_critic_model.py for A3C, which itself is only the loss and training wrapper around the normal modules for critic and actor (see https://github.com/Lightning-AI/lightning-bolts/blob/52e4c503c671f4866339c1537cf6ae506e7c5cf5/pl_bolts/models/rl/common/networks.py#L147=)
  • [D] How to organize deep learning projects on Github ?
    4 projects | /r/MachineLearning | 10 Jan 2021
    Also PyTorch Lighting gives example in this repo https://github.com/PyTorchLightning/pytorch-lightning-bolts
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Stats

Basic lightning-bolts repo stats
3
1,649
6.9
15 days ago

Lightning-Universe/lightning-bolts is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of lightning-bolts is Python.


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