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machine-learning_zero-to-hero

mhuzaifadev / machine-learning_zero-to-hero

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Star 70

Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.

python data-science machine-learning scikit-learn sklearn machine-learning-algorithms jupyter-notebook machinelearning opencv-python neuralnetworks zerotohero
  • Updated Jul 11, 2023
  • Jupyter Notebook

vishnukanduri / Air-quality-index-prediction-using-LSTM

Star 23

I predict air quality index of a city in China using a Long Short Term Memory (LSTM) neural network. for a year. Executed time series analysis

deep-neural-networks deep-learning time-series neural-network prediction air-quality lstm neural-networks china deep-learning-algorithms city deeplearning deep-learning-tutorial neuralnetwork neural-nets airquality time-series-analysis neuralnetworks pollutants
  • Updated Feb 29, 2020
  • Jupyter Notebook

the-lans / NeuroRepository

Star 11

Фреймворк для построения нейронных сетей, комитетов, создания агентов с параллельными вычислениями.

qt framework qtcreator mse qt5 dropout neural-networks trade std backpropagation csv-export neural-nets l2-regularization backpropagation-algorithm neuronal-network backprop neuralnetworks backpropagation-neural-network crossentropy
  • Updated Aug 18, 2020
  • C++

josephjaspers / blackcat_tensors

Star 12

Matrix-Vector Library Designed for Neural Network Construction. cuda (gpu) support, openmp (multithreaded cpu) support, partial support of BLAS, expression template based implementation PTX code generation identical to hand written kernels, and support for auto-differentiation

machine-learning gpu linear-algebra openmp cuda neural-networks blas neuralnetworks gpu-support bct neural-networks-and-deep-learning neural-networks-from-scratch neuralnetwork-construction blackcat-tensors
  • Updated Nov 8, 2020
  • C++

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