sandeshregmi's repositories
medicare-fraud-detection
A machine learning based application to help detect fraud among Medicare practitioners.
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, ... 🧠
Articles
References to the Medium articles
awesome-mlops
A curated list of references for MLOps
DataScientistDiary
Repository created for blog purposes.
Depression-Detection
Comparing Selective Masking Methods for Depression Detection in Social Media
Ecommerce-WebApp
E-Commerce site project in Python Django focuses mainly on dealing with online shopping, and order management
eda_app
Python Web App to Automate EDA
fraud-detection-handbook
Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook
GEE
Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection
GPT-Doc-Summarizer
Streamlit webapp for token-efficient summarization of long files using GPT 3.5/4
great_expectations
Always know what to expect from your data.
HCPCS-Embeddings-For-Fraud-Detection
Learning semantic, dense representations for HCPCS procedure codes and evaluating on Medicare fraud prediction task.
healthcare_anamoly_detection
Building healthcare fraud detection using deep learning techniques: autoencoder, isolation forest, local outlier factor, and GANs for robust anomaly detection.
interactive-notebooks
Interactive notebooks for LADAL
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
MLOPs-en-R-con-Google-Cloud
Ejemplo de cómo realizar un proyecto de MLOps en R con Google Cloud y Github Actions
nursing-homes
Scrapes U.S. Centers for Medicare and Medicaid Services nursing homes data for Nassau and Suffolk counties only.
PySpark
The repository contains examples of various pyspark tips and tricks
rag-demo
Retrieval-Augmented Generation Assistant Demo 🤖➕📚🟰❤️
shared_colab_notebooks
A Repo to store the Google Colaboratory Notebooks that I have created and shared
tab-transformer-pytorch
Implementation of TabTransformer, attention network for tabular data, in Pytorch
TabTransformerTF
TensorFlow implementation of TabTransformer
Threshold-Based-Feature-Selection
Python implementation of threshold based feature selection
udlbook
Understanding Deep Learning - Simon J.D. Prince