Naveen RS's repositories
smartphone_customer_review_sentiment_analyzer_app
Analyses the smartphone customer review with NLP techniques and neural networks models and shows overall polarity of the review based on features of phones
twitter_scrapping
Twitter Scrapping we are doing for sustainable and environment related 1000 posts and comments on twitter.
akaike_technologies_assignments
For Computer Vision and NLP Project
business-card-data-extraction-with-ocr
Business card data extraction with OCR technology with a Web UI and Storing in RDBMS
Conversation_with_PDF_Summary
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
Electric-Vehicle-DB-Query-Response-with-PaLM-and-Langchain
Web App developed to query the SQL Database which stores Electric vehicle information using PaLM LLM with Langchain tools for prompt engineering
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bengaluru_house_price_prediction
Analysed bengaluru house data from kaggle and built a machine learning model
CNN_Image_Classifier_Model
Uses Tensorflow and DVC for MLops for Image Classification Project
copper_industry_potential_customer_and_price_prediction_modelling
Solves the copper production industry sales department problem of finding potential customer and copper price prediction based on the market data
cross_validation_experimentation
Experimenting with Cross Validation of diffirent ML models such as Logistics Regression, SVM and RF and experimenting with hyper parameter tuning
datasets
These is to upload datasets
genre_model_prediction_with_bert
genre model prediction with bert uses bert model with Hugging Face dataset for Movie Genre Classification
kubeflow
Machine Learning Toolkit for Kubernetes
langchain
⚡ Building applications with LLMs through composability ⚡
Library-Management-System-Assignment
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).
Phonepe-Pulse-Data-Analysis-and-Visualization
Phonepe Pulse Data 2018 - 2022 Aggregation, Analysis and Visualization with Pandas & Plotly
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
spark
Apache Spark - A unified analytics engine for large-scale data processing
stream_lit_ml_example
For testing purpose of using streamlit and scikitlearn to develop basic machine learning model website with plotting using matplotlib
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
vision
Datasets, Transforms and Models specific to Computer Vision