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gorgonia

gorgonia / gorgonia

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hiroyuki-kasai / NMFLibrary

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MATLAB library for non-negative matrix factorization (NMF): Version 1.8.0

matlab machine-learning-algorithms bigdata matrix-factorization constrained-optimization data-analysis robust-optimization gradient-descent matlab-toolbox clustering-algorithm optimization-algorithms nmf online-learning stochastic-optimizers stochastic-gradient-descent nonnegativity-constraints orthogonal probabilistic-matrix-factorization nonnegative-matrix-factorization sparse-representations
  • Updated Jun 27, 2019
  • MATLAB

krishnakumarsekar / awesome-machine-learning-deep-learning-mathematics

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A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

machine-learning algorithm deep-learning static-analysis linear-algebra probability mathematics gradient-descent approximation-algorithms machine-learning-mathematics deep-learning-mathematics advanced-probability
  • Updated Aug 11, 2017

fotisk07 / Deep-Learning-Coursera

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Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

deep-neural-networks ai deep-learning neural-network tensorflow keras jupyter-notebook rnn matplotlib gradient-descent backpropagation-learning-algorithm music-generation backpropagation keras-neural-networks poetry-generator numpy-tutorial lstm-neural-networks cnn-for-visual-recognition deeplearning-ai cnn-classification
  • Updated Sep 8, 2018
  • Jupyter Notebook

perseus784 / BvS

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An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

python tensorflow dnn neural-networks image-classification image-classifier tensorflow-tutorials deeplearning convolutional-neural-networks gradient-descent batman cnn-model tensorflow-models cnn-architecture cnn-classifier cnn-tensorflow bvs
  • Updated Dec 8, 2019
  • Python

pesoto / Text-Analysis

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Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

python machine-learning text-mining neural-network word2vec word-embeddings web-scraping lstm expectation-maximization gradient-descent text-processing lda text-prediction scraping-websites latent-dirichlet-allocation skipgram gibbs-sampling long-short-term-memory-models word-embedding textual-analysis
  • Updated Sep 21, 2017
  • Jupyter Notebook

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