Technical Journals

2023

“Linear Ridge Regression Using C#”, Visual Studio Magazine, August 2023 (Vol. 33 No. 8). Available online at:
https://visualstudiomagazine.com/articles/2023/08/01/llr-using-csharp.aspx.

“Gaussian Process Regression Using the scikit Library”, Visual Studio Magazine, July 2023 (Vol. 33 No. 7). Available online at:
https://visualstudiomagazine.com/articles/2023/07/18/gaussian-process-regression.aspx.

“Regression Using scikit Kernel Ridge Regression”, Visual Studio Magazine, July 2023 (Vol. 33 No. 7). Available online at:
https://visualstudiomagazine.com/articles/2023/07/06/scikit-kernel-ridge-regression.aspx.

“Binary Classification Using a scikit Neural Network”, Visual Studio Magazine, June 2023 (Vol. 33 No. 6). Available online at:
https://visualstudiomagazine.com/articles/2023/06/15/scikit-neural-network.aspx.

“Gaussian Naive Bayes Classification Using the scikit Library”, Visual Studio Magazine, June 2023 (Vol. 33 No. 6). Available online at:
https://visualstudiomagazine.com/articles/2023/05/31/gaussian-naive-bayes.aspx.

“Classification Using the scikit k-Nearest Neighbors Module”, Visual Studio Magazine, May 2023 (Vol. 33 No. 5). Available online at:
https://visualstudiomagazine.com/articles/2023/05/15/scikit-k-nn-module.aspx.

“Regression Using a scikit MLPRegressor Neural Network”, Visual Studio Magazine, May 2023 (Vol. 33 No. 5). Available online at:
https://visualstudiomagazine.com/articles/2023/05/01/regression-scikit.aspx.

“Multinomial Naive Bayes Classification Using the scikit Library”, Visual Studio Magazine, April 2023 (Vol. 33 No. 4). Available online at:
https://visualstudiomagazine.com/articles/2023/04/17/multinomial-naive-bayes.aspx.

“Multi-Class Classification Using a scikit Neural Network”, Visual Studio Magazine, April 2023 (Vol. 33 No. 4). Available online at:
https://visualstudiomagazine.com/articles/2023/04/03/scikit-neural-network.aspx

“Multi-Class Classification Using a scikit Decision Tree”, Visual Studio Magazine, March 2023 (Vol. 33 No. 3). Available online at:
https://visualstudiomagazine.com/articles/2023/03/17/scikit-classification.aspx

“Naive Bayes Classification Using the scikit Library”, Visual Studio Magazine, March 2023 (Vol. 33 No. 3). Available online at:
https://visualstudiomagazine.com/articles/2023/03/01/naive-bayes-scikit.aspx

“Binary Classification Using a scikit Decision Tree”, Visual Studio Magazine, February 2023 (Vol. 33 No. 2). Available online at:
https://visualstudiomagazine.com/articles/2023/02/21/scikit-decision-tree.aspx

“Logistic Regression Using the scikit Library”, Visual Studio Magazine, February 2023 (Vol. 33 No. 2). Available online at:
https://visualstudiomagazine.com/articles/2023/02/01/scikit.aspx

“Logistic Regression from Scratch Using Raw Python”, Visual Studio Magazine, January 2023 (Vol. 33 No. 1). Available online at:
https://visualstudiomagazine.com/articles/2023/01/18/logistic-regression.aspx

“Multi-Class Classification Accuracy by Class Using PyTorch”, Visual Studio Magazine, January 2023 (Vol. 33 No. 1). Available online at:
https://visualstudiomagazine.com/articles/2023/01/03/accuracy-by-class.aspx

2022

“The Traveling Salesman Problem Using an Evolutionary Algorithm with C#”, Visual Studio Magazine, December 2022 (Vol. 32 No. 12). Available online at:https://visualstudiomagazine.com/articles/2022/12/20/traveling-salesman-problem.aspx.

“Simple Numerical Optimization Using an Evolutionary Algorithm with C#”, Visual Studio Magazine, December 2022 (Vol. 32 No. 12). Available online at:https://visualstudiomagazine.com/articles/2022/12/12/simple-numerical-optimization.aspx.

“Regression Using PyTorch New Best Practices, Part 2: Training, Accuracy, Predictions”, Visual Studio Magazine, November 2022 (Vol. 32 No. 11). Available online at:https://visualstudiomagazine.com/articles/2022/11/14/pytorch-regression-2.aspx.

“Regression Using PyTorch, Part 1: New Best Practices”, Visual Studio Magazine, November 2022 (Vol. 32 No. 11). Available online at: https://visualstudiomagazine.com/articles/2022/11/01/pytorch-regression.aspx.

“Binary Classification Using New PyTorch Best Practices, Part 2: Training, Accuracy, Predictions”, Visual Studio Magazine, October 2022 (Vol. 32 No. 10). Available online at: https://visualstudiomagazine.com/articles/2022/10/14/binary-classification-using-pytorch-2.aspx.

“Binary Classification Using PyTorch, Part 1: New Best Practices”, Visual Studio Magazine, October 2022 (Vol. 32 No. 10). Available online at: https://visualstudiomagazine.com/articles/2022/10/05/binary-classification-using-pytorch.aspx.

“Multi-Class Classification Using New PyTorch Best Practices, Part 2: Training, Accuracy, Predictions”, Visual Studio Magazine, September 2022 (Vol. 32 No. 9). Available online at: https://visualstudiomagazine.com/articles/2022/09/12/multi-class-pytorch-2.aspx.

“Multi-Class Classification Using PyTorch, Part 1: New Best Practices”, Visual Studio Magazine, September 2022 (Vol. 32 No. 9). Available online at: https://visualstudiomagazine.com/articles/2022/09/06/multi-class-pytorch.aspx

“ANOVA Using C#”, Visual Studio Magazine, August 2022 (Vol. 32 No. 8). Available online at: https://visualstudiomagazine.com/articles/2022/08/17/anova-csharp.aspx

“The LogBeta and LogGamma Functions Using C#”, Visual Studio Magazine, August 2022 (Vol. 32 No. 8). Available online at: https://visualstudiomagazine.com/articles/2022/08/02/logbeta-loggamma-functions-csharp.aspx

“Lightweight Mathematical Combinations Using C#”, Visual Studio Magazine, July 2022 (Vol. 32 No. 7). Available online at: https://visualstudiomagazine.com/articles/2022/07/20/math-combinations-using-csharp.aspx

“Lightweight Mathematical Permutations Using C#”, Visual Studio Magazine, July 2022 (Vol. 32 No. 7). Available online at: https://visualstudiomagazine.com/articles/2022/07/05/lightweight-permutations-using-csharp.aspx

“Runs Testing Using C# Simulation”, Visual Studio Magazine, June 2022 (Vol. 32 No. 6). Available online at: https://visualstudiomagazine.com/articles/2022/06/17/runs-testing.aspx

“Probit Regression Using C#”, Visual Studio Magazine, June 2022 (Vol. 32 No. 6). Available online at: https://visualstudiomagazine.com/articles/2022/06/01/probit-regression.aspx

“Weighted k-NN Classification Using C#”, Visual Studio Magazine, May 2022 (Vol. 32 No. 5). Available online at: https://visualstudiomagazine.com/articles/2022/05/19/weighted-k-nn-classification.aspx

“Naive Bayes Classification Using C#”, Visual Studio Magazine, May 2022 (Vol. 32 No. 5). Available online at: https://visualstudiomagazine.com/articles/2022/05/02/naive-bayes-classification-csharp.aspx

“CIFAR-10 Image Classification Using PyTorch”, Visual Studio Magazine, April 2022 (Vol. 32 No. 4). Available online at: https://visualstudiomagazine.com/articles/2022/04/11/pytorch-image-classification.aspx

“Preparing CIFAR Image Data for PyTorch”, Visual Studio Magazine, April 2022 (Vol. 32 No. 4). Available online at: https://visualstudiomagazine.com/articles/2022/04/01/preparing-cifar-data.aspx

“Sentiment Classification of IMDB Movie Review Data Using a PyTorch LSTM Network”, Visual Studio Magazine, March 2022 (Vol. 32 No. 3). Available online at: https://visualstudiomagazine.com/articles/2022/03/21/sentiment-classification-imdb.aspx

“Preparing IMDB Movie Review Data for NLP Experiments”, Visual Studio Magazine, March 2022 (Vol. 32 No. 3). Available online at: https://visualstudiomagazine.com/articles/2022/03/03/preparing-imdb-movie-data.aspx

“Convolutional Neural Networks for MNIST Data Using PyTorch”, Visual Studio Magazine, February 2022 (Vol. 32 No. 2). Available online at: https://visualstudiomagazine.com/articles/2022/02/15/convolutional-neural-networks.aspx

“Preparing MNIST Image Data Text Files”, Visual Studio Magazine, February 2022 (Vol. 32 No. 2). Available online at: https://visualstudiomagazine.com/articles/2022/02/01/preparing-mnist-image-data-text-files.aspx

“Quantum-Inspired Annealing Using C# or Python”, Visual Studio Magazine, January 2022 (Vol. 32 No. 1). Available online at: https://visualstudiomagazine.com/articles/2022/01/20/quantum-inspired-annealing.aspx

“Chi-Square Test Using C#”, Visual Studio Magazine, January 2022 (Vol. 32 No. 1). Available online at: https://visualstudiomagazine.com/articles/2022/01/03/chi-square-test.aspx

2021

“How to Compute Transformer Architecture Model Accuracy”, Visual Studio Magazine, December 2021 (Vol. 31 No. 12). Available online at: https://visualstudiomagazine.com/articles/2021/12/07/compute-ta-model-accuracy.aspx

“Simulated Annealing Optimization Using C# or Python”, Visual Studio Magazine, December 2021 (Vol. 31 No. 12). Available online at:
https://visualstudiomagazine.com/articles/2021/12/01/traveling-salesman.aspx

“How to Fine-Tune a Transformer Architecture NLP Model”, Visual Studio Magazine, November  2021 (Vol. 31 No. 11). Available online at:
https://visualstudiomagazine.com/articles/2021/11/16/fine-tune-nlp-model.aspx

“How to Create a Transformer Architecture Model for Natural Language Processing”, Visual Studio Magazine, November 2021 (Vol. 31 No. 11). Available online at:
https://visualstudiomagazine.com/articles/2021/11/03/transformer-architecture-model.aspx

“Anomaly Detection Using Principal Component Analysis (PCA)”, Visual Studio Magazine, October 2021 (Vol. 31 No. 10). Available online at: https://visualstudiomagazine.com/articles/2021/10/20/anomaly-detection-pca.aspx

“Ordinal Classification Using PyTorch”, Visual Studio Magazine, October 2021 (Vol. 31 No. 10). Available online at: https://visualstudiomagazine.com/articles/2021/10/04/ordinal-classification-pytorch.aspx

“Computing the Similarity Between Two Machine Learning Datasets”, Visual Studio Magazine, September 2021 (Vol. 31 No. 9). Available online at: https://visualstudiomagazine.com/articles/2021/09/20/dataset-similarity.aspx

“Differential Evolution Optimization”, Visual Studio Magazine, September 2021 (Vol. 31 No. 9). Available online at: https://visualstudiomagazine.com/articles/2021/09/07/differential-evolution-optimization.aspx

“Wasserstein Distance Using C# and Python”, Visual Studio Magazine, August 2021 (Vol. 31 No. 8). Available online at: https://visualstudiomagazine.com/articles/2021/08/16/wasserstein-distance.aspx

“Spiral Dynamics Optimization with Python”, Visual Studio Magazine, August 2021 (Vol. 31 No. 8). Available at https://visualstudiomagazine.com/articles/2021/08/02/spiral-dynamics-python.aspx.

“Sentiment Analysis Using a PyTorch EmbeddingBag Layer”, Visual Studio Magazine, July 2021 (Vol. 31, No. 7). Available online at: https://visualstudiomagazine.com/articles/2021/07/06/sentiment-analysis.aspx.

“Logistic Regression Using PyTorch with L-BFGS”, Visual Studio Magazine, June 2021 (Vol. 31, No. 6). Available online at: https://visualstudiomagazine.com/articles/2021/06/23/logistic-regression-pytorch.aspx.

“Generating Synthetic Data Using a Generative Adversarial Network (GAN) with PyTorch”, June 2021 (Vol. 31, No. 6). Available online at: https://visualstudiomagazine.com/articles/2021/06/02/gan-pytorch.aspx.

“Positive and Unlabeled Learning (PUL) Using PyTorch”, Visual Studio Magazine, May 2021 (Vol. 31, No. 5). Available online at: https://visualstudiomagazine.com/articles/2021/05/20/pul-pytorch.aspx.

“Generating Synthetic Data Using a Variational Autoencoder with PyTorch”, Visual Studio Magazine, May 2021 (Vol. 31, No. 5). Available online at:
https://visualstudiomagazine.com/articles/2021/05/06/variational-autoencoder.aspx

“Autoencoder Anomaly Detection Using PyTorch”, Visual Studio Magazine, April 2021 (Vol. 31, No. 4). Available online at:
https://visualstudiomagazine.com/articles/2021/04/13/autoencoder-anomaly-detection.aspx

“How To: Create a Streaming Data Loader for PyTorch”, Visual Studio Magazine, April 2021 (Vol. 31, No. 4). Available online at:
https://visualstudiomagazine.com/articles/2021/04/01/pytorch-streaming.aspx

“Neural Regression Using PyTorch: Model Accuracy”, Visual Studio Magazine, March 2021 (Vol. 31, No. 3). Available online at
https://visualstudiomagazine.com/articles/2021/03/12/pytorch-model-accuracy.aspx

“Neural Regression Using PyTorch: Training”, Visual Studio Magazine, March 2021 (Vol. 31, No. 3). Available online at
https://visualstudiomagazine.com/articles/2021/03/03/pytorch-neural-regression.aspx

“Neural Regression Using PyTorch: Defining a Network”, Visual Studio Magazine, February 2021 (Vol. 31, No. 2). Available online at
https://visualstudiomagazine.com/articles/2021/02/11/pytorch-define.aspx

“Neural Regression Using PyTorch: Preparing Data”, Visual Studio Magazine, February 2021 (Vol. 31, No. 2). Available online at
https://visualstudiomagazine.com/articles/2021/02/02/pytorch-prepare.aspx

“Multi-Class Classification Using PyTorch: Model Accuracy”, Visual Studio Magazine, January 2021 (Vol. 31, No. 1). Available online at https://visualstudiomagazine.com/articles/2021/01/25/pytorch-model-accuracy.aspx

“Multi-Class Classification Using PyTorch: Training”, Visual Studio Magazine, January 2021 (Vol. 31, No. 1). Available online at https://visualstudiomagazine.com/articles/2021/01/04/pytorch-training.aspx

2020 and earlier – see Old Publications