Revathi Prabhala's repositories
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
reprabhala.github.io
Personal blog/ Portfolio
heartattack
This repository performs an exploratory data analysis on the Kaggle dataset https://www.kaggle.com/rashikrahmanpritom/heart-attack-analysis-prediction-dataset. This data set provides the following details about patients that could contribute to heart attack:About dataset Age : Age of the patient Sex : Sex of the patient exang: exercise induced angina (1 = yes; 0 = no) ca: number of major vessels (0-3) cp : Chest Pain type chest pain type Value 1: typical angina Value 2: atypical angina Value 3: non-anginal pain Value 4: asymptomatic trtbps : resting blood pressure (in mm Hg) chol : cholestoral in mg/dl fetched via BMI sensor fbs : (fasting blood sugar > 120 mg/dl) (1 = true; 0 = false) rest_ecg : resting electrocardiographic results Value 0: normal Value 1: having ST-T wave abnormality (T wave inversions and/or ST elevation or depression of > 0.05 mV) Value 2: showing probable or definite left ventricular hypertrophy by Estes' criteria thalach : maximum heart rate achieved target : 0= less chance of heart attack 1= more chance of heart attack
couler
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
dog_breed_classifier
Dog Breed Classifier (Udacity project) using PyTorch.
reinforcement-learning
This repository explains my understanding of various RL algorithms and my implementations of them.
predicting-bike-sharing
Neural network to predict daily bike rentalship (Udacity project) using pyTorch
rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
gym
A toolkit for developing and comparing reinforcement learning algorithms.