List of Deep Learning Algorithms

Deep Learning Algorithms for Cybersecurity Applications

Deep learning approaches such as Convolutional Neural Network (CNN), Auto Encoder (AE), Deep Belief Network (DBN), Recurrent Neural Network (RNN), Generative ...

Top 10 Machine Learning Algorithms with Real-World Case Studies

Top 10 Machine Learning Algorithms for Data Scientists (Including Real-World Case Studies) · 1. Linear and Logistic Regression · 2. Decision Trees ...

Machine Learning (ML) for Natural Language Processing (NLP)

But in the last decade, both NLP techniques and machine learning algorithms have progressed immeasurably. ... And people's names usually follow generalized ...

Why Deep Learning over Traditional Machine Learning?

But in usual Machine Learning algorithms like SVM, a bounding box object detection algorithm is required first to identify all possible objects to have the HOG ...

Common Machine Learning Algorithms for Beginners - ProjectPro

A machine learning algorithm can be related to any other algorithm in computer science. An ML algorithm is a procedure that runs on data and ...

What is Tensorflow? Deep Learning Libraries & Program Elements

List of Prominent Algorithms Supported by TensorFlow · Classification - tf.estimator.LinearClassifier · Linear regression - tf.estimator. · Boosted ...

15 Best Python Libraries for Machine and Deep Learning

It has packages that significantly cut down on the work required to implement deep neural networks and machine learning algorithms.

1. Supervised learning — scikit-learn 1.5.2 documentation

Linear Models- Ordinary Least Squares, Ridge regression and classification, Lasso, Multi-task Lasso, Elastic-Net, Multi-task Elastic-Net, ...

Traditional machine learning algorithms for machine vision

Linear, polynomial and logistic regressions · Support vector machines (SVM) · Decision trees · Random forests · Genetic algorithms · Which algorithm ...

The Ultimate List of Machine Learning Statistics for 2024 - Itransition

Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on algorithms able to process data sets containing millions ...

Machine Learning - arXiv

... Algorithms (cs.DS); Machine Learning (stat.ML). [29] arXiv:2411.07523 (cross-list from cs.LG) [pdf, html, other]. Title: Collaborative and Federated Black-box ...

Types of Machine Learning Models Explained - MATLAB & Simulink

Types of Machine Learning Models ; Popular Machine Learning Models for Classification or Regression · Support Vector Machine (SVM) · SVM model · Decision Tree.

(PDF) List of Deep Learning Models - Academia.edu

The Deep learning architectures fall into the widespread family of machine learning algorithms that are based on the model of artificial neural network. Rapid ...

Machine Learning Algorithms & Use Cases - K21Academy

Supervised Learning · Text Analytics · Text Analytics · Image Classification · Image Classification · Regression · Regression · Two-Class Classification · Two-Class ...

13+ List of Machine Learning Algorithms with Details [2018 Updated]

The Machine Learning Algorithm list includes: These are the most important Algorithms in Machine Learning.

Exploring 11 popular machine learning algorithms · Supervised · 1. Linear regression · 2. Logistic regression · 3. Support vector machines (SVM) · 4.

Deep learning model architectures—ArcGIS Pro | Documentation

Deep learning model architectures ; CycleGAN. Export tiles. CycleGAN. Image translation (unpaired images) ; DeepLab. Classified tiles. Pixel classification ; Deep ...

What is Deep Learning? | Oracle India

Deep learning is powered by layers of neural networks, which are algorithms loosely modeled on the way human brains work. Training with large amounts of data is ...

Top 10 Machine Learning Algorithms In 2024 - YouTube

ChatGPT · Generative AI · Explainable AI · Generative Modeling · Statistics · Python · Supervised Learning · Unsupervised Learning ...

CRAN Task View: Machine Learning & Statistical Learning

Random Forests : The reference implementation of the random forest algorithm for regression and classification is available in package randomForest. Package ...