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mlpack
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a fast, flexible machine learning library
Category
Science and medicine
Years
2022
2021
2020
2019
2018
2017
2016
Technologies
c++
python
machine learning
deep learning
templates
openmp
C++ template metaprogramming
Topics
machine learning
data mining
fast algorithms
data science
deep learning
algorithms
reinforcement learning
optimization
neighbor-search
linear algebra
embedded
ai
Neural networks
Past Projects
2022
2021
2020
2019
2018
2017
2016
Addition of PPO, Twin Delayed DDPG, Hindsight Experience Replay to RL Codebase
Eshaan Agarwal
After comparing various algorithms and brainstorming about their methods of implementation, I came up with the Twin Delayed DDPG (TD3) Fujimoto et....
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Code Submission
Enhance CMA-ES from existing implementation in ensmallen - a optimization header library
John Hoang
The project proposes to enhance the existing mlpack CMA-ES (Covariance matrix adaption-evolutionary strategy) implementation. From the outdated...
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Code Submission
Ready to use Models
Shubham Agrawal
The aim is to implement various pre-trained models ranging from very basic AlexNet to super complex NASNet, including implementing different layers...
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Code Submission
Example Zoo
Tarek Elsayed
This project aims at showcasing the usage of mlpack through adding examples to the examples repository. Deliverables: ●Two or Three medium sized...
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Code Submission
