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How to Train Your Neural Net
Deep learning for various tasks in the domains of Computer Vision, Natural Language Processing, Time Series Forecasting using PyTorch 1.0+.
pytorch python deep-learning computer-vision
Experimental Exploratory Data Analysis for a Classification Task
Expand the traditional EDA in a wider pipeline looking for the impact of each action into the behaviour of models. Exploratory Data & Models Analysis
exploratory-data-analysis classification machine-learning logistic-regression
Look inside the workings of "Label Smoothing"
This blog post describes how and why does "trick" of label smoothing improves the model accuracy and when should we use it
deep-learning classification image-classification computer-vision
Lazy Predict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning.
automl lazypredict regression classification
Diabetes Classifier
The machine learning model uses DecisionTree classifier to predict whether a person is diabetic or not
decision-trees machine-learning exploratory-data-analysis data-science
Structured Data Classification from Scratch
Binary classification of structured data including numerical and categorical features.
classification features keras tensorflow
Text Classification using Bert from Tensorflow-Hub
This Tutorial helps to learn about Bert Models for Classification task on a #Tweet dataset.
bert classification text-classification attention
Cross-entropy for Classification
Usages of cross-entropy for binary classification, multi-class classification, and multi-label classification.
cross-entropy multi-class multi-label classification
Which machine learning algorithm to choose?
In this article, we show you structured methodology and guidelines which will help you to select the best algorithm for your use.
machine-learning regression classification article
Churn Prediction with PyCaret
Customer Churn is when customers leave a service in a given period of time, which is bad for business.
exploratory-data-analysis machine-learning classification python
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