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Nguyen Ngoc Huynh's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

aix360 icon aix360

Interpretability and explainability of data and machine learning models

atlite icon atlite

Atlite: Light-weight version of Aarhus RE Atlas for converting weather data to power systems data

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

gpy icon gpy

Gaussian processes framework in python

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

lightgbm icon 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.

nbsphinx icon nbsphinx

:ledger: Sphinx source parser for Jupyter notebooks

pig-estimate-weight-based-on-images---ai-project icon pig-estimate-weight-based-on-images---ai-project

AI project topic Development of AI for measuring animal volume and weight based on images. Description: Collection and processing of volume data for pig. Calculation of the volume of the subject captured by a camera without the need for scale. Input: Pig images Output: Pig detection and Weight of pigs.

pwcnet-tf2 icon pwcnet-tf2

TensorFlow-based implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume".

sphinx icon sphinx

Main repository for the Sphinx documentation builder

tensorflow-101 icon tensorflow-101

TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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