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dvtruongson's Projects

gluon-ts icon gluon-ts

Probabilistic time series modeling in Python

interpret_vg1 icon interpret_vg1

Fit interpretable models. Explain blackbox machine learning.

ktrain icon ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lpadaptation_code icon lpadaptation_code

Implementation of a stochastic algorithm for design centering and volume approximation

metaheuristics icon metaheuristics

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

mlmethods icon mlmethods

Implementations of various feature selection methods

mrmr icon mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

nn-svg icon nn-svg

Publication-ready NN-architecture schematics.

openbcipython icon openbcipython

The Python software library designed to work with OpenBCI hardware.

openweedlocator icon openweedlocator

An open-source, low-cost, image-based weed detection device for in-crop and fallow scenarios.

optimisationalgorithms icon optimisationalgorithms

Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm

plcs icon plcs

Probabilistic Longest Common Subsequence

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