📉 (WIP) an interactive demonstration of gradient descent
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Jul 16, 2020 - HTML
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gradient-descent
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Coursera - Deep Learning Specialization - deeplearning.ai
deep-learning neural-network tensorflow keras coursera recurrent-neural-networks batch-normalization convolutional-neural-networks gradient-descent hyperparameter-tuning andrew-ng classification-algorithims mini-batch-gradient-descent neural-style-transfer deeplearning-ai yolov3 machine-learning-case-study
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Apr 9, 2019 - HTML
Repo for the article: "Complete explanations on the gradient descent for a 3D gaussian ray traced, 3D reconstruction algorithm."
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Mar 19, 2025 - HTML
[Coursera] Deep Learning Specialization on Coursera
deep-learning neural-network tensorflow keras coursera recurrent-neural-networks batch-normalization convolutional-neural-networks gradient-descent hyperparameter-tuning andrew-ng classification-algorithims mini-batch-gradient-descent neural-style-transfer deeplearning-ai yolov3 machine-learning-case-study
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Jan 22, 2019 - HTML
An Implementation of the Gradient Descent Algorithm on the 🏡Boston Housing DataSet🏡.
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Aug 24, 2020 - HTML
All sorts of data science & computer science programs for future reference
data-science pca-analysis gradient-descent knn cifar10 cvx fista image-deblurring non-linear-optimization projected-gradients rocchio-algorithm
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Feb 26, 2022 - HTML
A Machine Learning Model to predict the house prices based on the square feet living
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Dec 16, 2024 - HTML
Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python
python machine-learning entropy probability regression naive-bayes-classifier pca linear gradient-descent ridge-regression softmax-regression maximum-likelihood-estimation cross-entropy principle-component-analysis lasso-regression information-gain sigmoid-function baysian suprise k-fold-cross-validation
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Jun 28, 2022 - HTML
Coursework of Machine Learning - INFX 574
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Oct 21, 2017 - HTML
Sports Analytics in R (Gradient Boost approaches for Decision Tree in Regression problems)
data-science machine-learning r ml xgboost data-analysis gradient-descent stochastic-gradient-descent gradient-boosting extreme-gradient-boosting
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May 21, 2023 - HTML
(Class) Computer Aided Analysis and Design (Optiomisation algorithms)
java algorithm optimization matrix genetic-algorithm simplex matrix-factorization gradient-descent golden-ratio runge-kutta-formulas hookejeeves newtonraphson box-algorithm
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Feb 3, 2017 - HTML
It consists of base machine learning algorithms and applied mathematics has Involved
machine-learning neural-network clustering matlab linear-algebra regression collaborative-filtering supervised-learning pca classification gradient-descent unsupervised-learning svd backpropagation density-estimation centroid svm-kernel
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Jan 14, 2020 - HTML
Visual tool to help explain gradient descent within supervised machine learning algorithms.
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Mar 1, 2020 - HTML
Digital Portfolio
machine-learning neural-networks gradient-descent interactive-learning ai-education educational-tools
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Jul 25, 2025 - HTML
A simple demo in which a Neural Network is trained to recognize hand-written digits
neural-network numpy python3 pytorch gradient-descent handwritten-digit-recognition cross-entropy-loss
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May 7, 2018 - HTML
gradient is a small package for efficient descent computation in R
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Jul 24, 2020 - HTML
This is a project for a building a model that can classify the situation of water wells across the Republic of Tanzania.
machine-learning random-forest machine-learning-algorithms xgboost classification gradient-descent adaboost decision-trees predictive-modeling k-nearest-neighbors gridsearchcv ensemble-machine-learning
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Oct 23, 2023 - HTML
A discussion of forward propagation, backwards propagation, and gradient descent in the context of neural nets (with a complementary refresher of basic calculus).
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Apr 11, 2017 - HTML
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