flashlight
A C++ standalone library for machine learning [Moved to: https://github.com/flashlight/flashlight] (by facebookresearch)
yggdrasil-decision-forests
A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees. (by google)
flashlight | yggdrasil-decision-forests | |
---|---|---|
3 | 4 | |
2,762 | 432 | |
- | 3.9% | |
9.4 | 9.5 | |
about 3 years ago | 4 days ago | |
C++ | C++ | |
GNU General Public License v3.0 or later | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
flashlight
Posts with mentions or reviews of flashlight.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-03.
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[D] Deep Learning C++ framework that can run on Android?
That aside, have you looked at https://github.com/facebookresearch/flashlight ?
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Facebook To Release Xlsr53 A Wav2vec 20 Model
Project moved to here: https://github.com/facebookresearch/flashlight/tree/master/flashlight/app/asr
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Is there are way to implement voice input/commands with Love2D?
Or for a platform agnostic solution, you could possibly build wav2letter from Flashlight into a DLL and use that.
yggdrasil-decision-forests
Posts with mentions or reviews of yggdrasil-decision-forests.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-05.
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Why do tree-based models still outperform deep learning on tabular data? (2022)
Is it this library https://github.com/google/yggdrasil-decision-forests ?
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Binary image classification using random forest algorithm
However if you know cpp you can use Yggdrasil https://github.com/google/yggdrasil-decision-forests.
- Why do tree-based models still outperform deep learning on tabular data?
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[P] Tree compiler that speeds up LightGBM model inference by ~30x
Have you tried to compare with Yggdrasil, the decision forest engine (c++, both training and inference) powering TensorFlow Decision Forests ?
What are some alternatives?
When comparing flashlight and yggdrasil-decision-forests you can also consider the following projects:
tensorflow - An Open Source Machine Learning Framework for Everyone
LightGBM - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
cpp_nn_in_a_weekend - Article and source code reference to construct a C++ neural network in a weekend without any dependencies
simple_dll_for_Love2D - a simple guide for creating a dll for Love2D
decision-tree-classifier - Decision Tree Classifier and Boosted Random Forest