Projects in Awesome Lists by VisvaV
A curated list of projects in awesome lists by VisvaV .
https://github.com/visvav/micrograd-mlp---tiny-neural-network-from-scratch-using-autograd
This repository is a clean, educational reimplementation of Andrej Karpathy's micrograd project. It includes: - A minimal autograd engine (`Value` class) built from scratch - Neuron, Layer, and MLP abstractions built directly on top of `Value` - Manual training loop using scalar-based backpropagation along with Visualization
autograd backpropagation deep-learning educational micrograd mlp neural-networks python scalar-autograd
Last synced: 21 Jun 2025
https://github.com/visvav/markov-chain-simulator-using-stochastic-matrices
A scientific computing project that utilizes stochastic matrices in Markov chains to simulate and analyze probabilistic state transitions. It provides a comprehensive toolkit for generating matrices, simulating chains, and visualizing key metrics like steady-state distributions and convergence.
Last synced: 02 Aug 2025
https://github.com/visvav/time-series-forecasting
A web-based application for analyzing historical weather data and forecasting future trends using advanced statistical models. Built with Python and Flask, the app provides interactive visualizations, stationarity tests, and predictions using ARIMA and SARIMA models.
acf-pacf adf-kpss arima-model html python sarima-model time-series time-series-analysis weather-forecast
Last synced: 04 Mar 2026
https://github.com/visvav/smart-home-automation-using-oops-concepts
A comprehensive C++ OOPS project implementing a smart home automation system. It features various devices such as lights, thermostats, door locks, security cameras, and smart speakers, each with unique functionalities and settings.
Last synced: 10 Jun 2025
https://github.com/visvav/flight-delay-prediction-analysis-using-logistic-regression
A statistical project analyzing flight delay predictions using historical data. It employs logistic regression to classify flights as delayed or on-time based on factors like departure time, carrier, origin airport, weather conditions, and past delay patterns.
Last synced: 02 Sep 2025
https://github.com/visvav/simple-implementation-of-rope-data-structure
The ROPE data structure is an efficient way to store and manipulate long strings using a binary tree-like structure. It supports fast operations like splitting, concatenating, inserting, and deleting substrings.
Last synced: 10 Jun 2025
https://github.com/visvav/autocomplete-system-using-trie-data-structure
An efficient and customizable autocomplete system using a compressed trie data structure. The system provides predictive text suggestions, phonetic matching, and frequency-based predictions with a robust and interactive menu-driven interface.
Last synced: 01 Sep 2025
https://github.com/visvav/student-data-analyzer
A Python package for analyzing and visualizing student data using Pandas, Matplotlib, and Tkinter. It provides an intuitive GUI for loading, processing, and visualizing student performance and demographic data.
Last synced: 10 Jun 2025
https://github.com/visvav/skillsyncer-a-virtual-classroom
A Flask + MySQL-based educational management system for course enrollment, progress tracking, assignment submissions, quizzes, and badge awards. Implements advanced DBMS features like procedures, triggers, views, and analytics for students and teachers.
Last synced: 26 Feb 2026
https://github.com/visvav/ryuk-ai-powered-chatbot
A smart assistant that answers questions from uploaded documents using Gemini API and Retrieval-Augmented Generation.
aichatbot chatbot gemini rag rag-chatbot ryuk
Last synced: 10 Jun 2025
https://github.com/visvav/natural-language-to-sql-query-generation-with-gemini
Convert natural language queries into SQL using LangChain and Google's Gemini model. This notebook demonstrates integration with Cloud SQL, query generation, automated execution, and response rephrasing. Ideal for AI-powered database interactions and automated analytics workflows.
Last synced: 27 Oct 2025
https://github.com/visvav/rag-gemini-implementation
A lightweight RAG-based Question Answering System using Sentence-Transformers for semantic retrieval and Google Gemini for natural language generation
Last synced: 17 Oct 2025