Projects in Awesome Lists by SaurabhJalendra
A curated list of projects in awesome lists by SaurabhJalendra .
https://github.com/saurabhjalendra/diabetes-risk-prediction-
This repository contains a machine learning project for predicting diabetes risk based on patient symptoms and characteristics. The model analyzes factors like polyuria, polydipsia, and other clinical indicators to identify individuals at high risk of diabetes.
descision-tree diabetes-prediction feature-engineering hyperparameter-tuning k-nearest-neighbours logistic-regression naive-bayes random-forest support-vector-machines
Last synced: 06 Apr 2025
https://github.com/saurabhjalendra/ai-pathfinding
🤖 AI Pathfinding Implementation featuring Uniform Cost Search (uninformed) and Recursive Best-First Search (informed) algorithms. Solves grid-based navigation with dynamic cost calculations, performance metrics, and path visualization. Developed for academic research in search algorithms.
Last synced: 06 Apr 2025
https://github.com/saurabhjalendra/catch-up-with-numbers-and-prolog-decision-system
Last synced: 06 Apr 2025
https://github.com/saurabhjalendra/literature-exploration-and-comparison
This repository contains a comprehensive exploration of Brain-Computer Interfaces (BCIs) and deep learning applications in EEG data. It includes a detailed literature review of significant research papers, highlighting methodologies, findings, and trends in the field.
autonomous-vehicles brain-computer-interface deep-learning eeg-signals-processing machine-learning mental-workload-estimation research-analytics
Last synced: 06 Apr 2025
https://github.com/saurabhjalendra/gravitationallens-multimodaldl
A PyTorch implementation of the DeepGraviLens architecture for multimodal classification of gravitational lensing data. This project fuses image data with light curve time series using CNNs and LSTMs to detect and classify different scales of gravitational lenses, enabling advances in astrophysical survey analysis and dark matter research.
Last synced: 06 Apr 2025
https://github.com/saurabhjalendra/reinforcement-learning-based-traffic-optimization
An intelligent traffic optimization system using Deep Reinforcement Learning (DQN & Actor-Critic) to control vehicle speed and lane changes for improved traffic flow and safety.
actor-critic deep-learning dqn keras reinforcement-learning tensorflow traffic-optimization
Last synced: 01 Apr 2025
https://github.com/saurabhjalendra/deeplearning-cifar10-classifier
Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessing, model implementation, and comprehensive evaluation.
cifar10 computer-vision convolutional-neural-networks deep-learning image-classification image-processing tensorflow transfer-learning
Last synced: 01 Apr 2025