Naveen RS's Projects
For Computer Vision and NLP Project
š§āš« 60 Implementations/tutorials of deep learning papers with side-by-side notes š; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), š® reinforcement learning (ppo, dqn), capsnet, distillation, ... š§
Config files for my GitHub profile.
Config files for my GitHub profile.
Analysed bengaluru house data from kaggle and built a machine learning model
Prometheus exporter for EVM compatible RPC endpoints.
Business card data extraction with OCR technology with a Web UI and Storing in RDBMS
Uses Tensorflow and DVC for MLops for Image Classification Project
Worked with both both Open AI API and HuggingFace API for PDF Text Extraction and summarization in chat format and ask queries related to the PDF
Solves the copper production industry sales department problem of finding potential customer and copper price prediction based on the market data
The Hugging Face course on Transformers
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
Experimenting with Cross Validation of diffirent ML models such as Logistics Regression, SVM and RF and experimenting with hyper parameter tuning
Class notes for CS 131.
Angela Yu Website Course
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
These is to upload datasets
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Web App developed to query the SQL Database which stores Electric vehicle information using PaLM LLM with Langchain tools for prompt engineering
genre model prediction with bert uses bert model with Hugging Face dataset for Movie Genre Classification
Assignments
Lab Materials for MIT 6.S191: Introduction to Deep Learning
First java code in intellij idea and uploading it in git hub now
Machine Learning Toolkit for Kubernetes
ā” Building applications with LLMs through composability ā”
This repository implements a library management system using Python with Object-Oriented Design principles. It offers functionalities for managing users, books, and checkouts, ensuring data persistence through file-based storage (JSON).