Skip to content
#

convergence

Star

Here are 74 public repositories matching this topic...

Language: All
Filter by language
All 74 Python 11 JavaScript 8 Jupyter Notebook 8 TypeScript 8 C++ 5 Shell 4 MATLAB 3 Scala 3 C 2 HTML 2
Sort: Fewest forks
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

flowstateeng / Coursera-Deep-Learning

Sponsor
Star 2

A five-course specialization covering the foundations of Deep Learning, from building CNNs, RNNs & LSTMs to choosing model configurations & paramaters like Adam, Dropout, BatchNorm, Xavier/He initialization, and others.

deep-learning optimization convergence batch-normalization yolo image-classification regularization convolutional-neural-networks object-detection residual-networks rmsprop bias-variance adam-optimizer mini-batch-gradient-descent neural-style-transfer gradient-checking
  • Updated Apr 26, 2019
  • Jupyter Notebook

Sarthak-Mohapatra / Building-Algorithm-from-scratch-for-prediction-of-Average-GPU-run-time-and-classifying-the-run-type.

Star 2

As part of this project, I have developed algorithms from scratch using Gradient Descent method. The first algorithm developed will be used to predict the average GPU Run Time and the second algorithm will be used to classify a GPU run process as high or low time consuming process.

gpu rstudio matrix linear-regression exploratory-data-analysis machine-learning-algorithms threshold prediction convergence classification gradient-descent regression-models classification-algorithm logistic-regression-algorithm regression-algorithms classification-model experimentations error-curves train-test-error algorithm-from-scratch
  • Updated Aug 4, 2020
  • R

SavinRazvan / pagerank

Sponsor
Star 1

This project implements the PageRank algorithm to rank web pages by importance using two approaches: a sampling method with the Markov Chain random surfer model and an iterative method with a recursive mathematical expression.

python search-engine data-science simulation markov-chain pagerank pagerank-algorithm convergence graph-theory recursive-algorithm iterative-methods mathematical-modelling web-crawling sampling-methods alogrithm random-surfer-model
  • Updated Jul 30, 2024
  • Jupyter Notebook

DeepanshuDabas03 / K-Means_Map-Reduce

Star 0

This project implements a distributed K-means clustering algorithm using a custom-built MapReduce framework. It is designed to handle potentially large datasets by distributing the clustering workload across multiple processes or machines. Uses gRPC for the communication between mapper, reducer, master

python master fault-tolerance logging grpc map-reduce convergence reducers kmeans-clustering mappers
  • Updated Apr 24, 2024
  • Python

glider4 / computepac

Star 5

A Python math package for numerical analysis: root finding, iterative solvers & other algorithms. Bisection, Newton, Euler, RK2, RK4, Adams-Bashforth-Moulton, etc. Uses Python, NumPy, SymPy, pytest.

python algorithm analysis mathematics root-finding convergence computational differential-equations numerical numerical-analysis runge-kutta schemes newton-raphson iterative bisection bisection-method convergence-analysis
  • Updated May 22, 2023
  • Python

Improve this page

Add a description, image, and links to the convergence topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the convergence topic, visit your repo's landing page and select "manage topics."

Learn more