Pinned

1. Homesite_quote_conversion_prediction Homesite_quote_conversion_prediction Public

   This repository contains a data science case study on the 'Homesite quote conversion' problem from Kaggle. The objective of the project is to develop a predictive model that accurately identifies p…

   Jupyter Notebook

2. Backpropagation_Custom_Implementation Backpropagation_Custom_Implementation Public

   This repository contains a Python implementation of a neural network optimization process using different optimizers: Vanilla, Momentum, and Adam. The neural network's forward propagation, backward…

   Jupyter Notebook 1

3. Custom_SGD_Logistic_Regression Custom_SGD_Logistic_Regression Public

   This repository contains a custom implementation of the Stochastic Gradient Descent (SGD) classifier for binary classification. The classifier is implemented with Logarithmic Loss (Logloss) and L2 …

   Jupyter Notebook

4. Document_Classification_with_CNN Document_Classification_with_CNN Public

   This GitHub repository showcases a document classification project using Convolutional Neural Networks (CNN). The aim of the project is to classify documents into different classes using the CNN mo…

   Jupyter Notebook

5. Implementing_Callbacks Implementing_Callbacks Public

   This GitHub repository contains a project that focuses on experimenting with various callback functions in TensorFlow for enhancing model training and performance in a neural network-based binary c…

   Jupyter Notebook

6. TFIDF_Custom_Implementation TFIDF_Custom_Implementation Public

   This repository contains implementations of the Term Frequency-Inverse Document Frequency (TF-IDF) feature extraction technique using both SkLearn library and a custom implementation.

   Jupyter Notebook