Examples

CLASSIFICATION ALGORITHMBell-shaped assumptions for higher predictions⛳️ More CLASSIFICATION ALGORITHM, explained: · Dummy Classifier · K Nearest Neighbor Classifier · Bernoulli Naive Bayes ▶ Gaussian Naive Bayes · Decision Tree Classifier · Logistic Regression ·...

An introduction to the mechanics of AutoDiff, exploring its mathematical principles, implementation strategies, and applications in currently most-used frameworksAt the center of machine learning lies the optimization of loss/objective functions. This optimization process heavily...

DATA PREPROCESSINGOne (tiny) dataset, six imputation methods?Let’s discuss something that each data scientist, analyst, or curious number-cruncher has to take care of in the end: missing values. Now, I do know what you’re considering...

Unlocking Predictive Power Through Binary SimplicityLike several algorithm in machine learning, Bernoulli Naive Bayes has its strengths and limitations.Simplicity: Easy to implement and understand.Efficiency: Fast to coach and predict, works well with large feature...

The friendly neighbor approach to machine learninglabels, predictions, accuracies = list(y_test), , k_list = for k in k_list:knn_clf = KNeighborsClassifier(n_neighbors=k)knn_clf.fit(X_train, y_train)y_pred = knn_clf.predict(X_test)predictions.append(list(y_pred))accuracies.append(accuracy_score(y_test, y_pred).round(4)*100)df_predictions = pd.DataFrame({'Label': labels})for k, pred in zip(k_list, predictions):df_predictions = preddf_accuracies...

Celebrating International Cat Day with PythonInternational Cat Day (8 August) is a purrfect occasion to mix our love for felines with the ability of information science and Python programming. Should you’re a cat owner...

In Japan, the movement to mix sustainable agriculture and energy production through agricultural solar energy appears to be actively underway. Patagonia Provisions, well-known for its fashion and outdoor clothing, announced on the thirteenth that it...

A programmatic approach to make use of models behind ChatGPT.ChatGPT needs no further introduction lately and on this post we would love to look deeper into how we will programmatically interact with the models...