Node2Vec (🥈25 · ⭐ 1.3K · 💤) - Implementation of the node2vec algorithm. MIT GitHub (👨💻 16 · 🔀 250 · 📦 860 · 📋 97 - 5% open · ⏱️ 02.08.2024): git clone https://github.com/eliorc/node2vec PyPi (📥 24K / month · 📦 31 · ⏱️...
we can compute the ROC area under the curve (even for multi-class sytems), e.g., have a look at the niceICML’04 tutorialon ROC analysis. Similarly, we can generalize all the binary performance metrics
so are the practical examples. ML A-Z is a right course for a beginner to get the motivation to dive deep in ML. From here you can choose where to go
Classification, Clustering, and Information Retrieval through a series of practical case studies. You will learn the necessary skills for using the machine learning techniques to solve complex real-world problems, by identifying the right method for your task and implementing the right algorithm successf...
Do you want to practice regression algorithm? Then you can use this dataset in your machine learning problem. This dataset is collected from the area of Boston Mass. Features The dataset contains 506 cases. There are 14 attributes in each case, i.e., CRIM, AGE, TAX, and so forth. ...
To solve this problem, we propose an optimization for deep Convolutional Neural Network (CNN) combined with a change in the best model selection for this binary melanoma classification. Our research uses ISIC 2019, the latest and largest dataset consist of 17,302 skin lesion images for training ...
With the resurgence of neural networks in the 2010s, in-depth learning became essential for machine learning practitioners and even for many software engineers. This book provides a wide range of role for data scientists and software engineers with experience in machine learning. You will start wit...
fastText (🥈34 · ⭐ 25K) - Library for fast text representation and classification. MIT GitHub (👨💻 62 · 🔀 4.6K · 📦 4.8K · 📋 1.2K - 47% open · ⏱️ 21.06.2023): git clone https://github.com/facebookresearch/fastText PyPi (📥 1.1M / month · 📦...
The Tesseract OCR engine is an open-source algorithm whose development has been sponsored by Google since 2006. Considered one of the most accurate OCR frameworks, Tesseract is widely lauded in the FOSS community for its capabilities. Image title: Tesseract’s CLI interface Image source: youtube...
a–d, Number of publications based on publication year (a,b); algorithm used (overlapped regions in the bar ‘NN’ indicate that publications of interest include both regression and classification tasks or both classification and clustering tasks) (c); and sample size (presented as relative frequ...