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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
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
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
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
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
Disney Movies and Box Office Success
In this project, you will analyze data to see how Disney movies have changed in popularity since its first movie release
classification machine-learning similarity-search code
Structured Data Classification from Scratch
Binary classification of structured data including numerical and categorical features.
classification features keras tensorflow
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
Pokedex streamlit app
Web app form of the Pokedex device found in the pokemon cartoon series built and deployed with streamlit
streamlit convolutional-neural-networks deep-learning classification
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