Ravi Billa's starred repositories
Wafers-Defect-Recognition-using-Visual-Transformer
We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.
Defect-Prediction-in-Semiconductor-Lithography
Lithography defect prediction for microchip manufacturing optimization with machine learning model
wafer-defect-maps
Inspection equipment for the semiconductor industry saves companies millions of dollars. This project uses the MIR-WM811K Corpus» of wafer maps to build a CNN classifier to automate classification of wafer defect patterns.
Badges4-README.md-Profile
:octocat: Improve your README.md profile with these amazing badges.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Research-Paper-Summary
Summary & Implementation of Deep Learning research paper in Tensorflow/Pytorch.
generative-art-node
Create generative art by using the canvas api and node js
nft-art-generator
A tool to generate generative NFT art projects.
Springboard-Data-Science-Career-Coursework
This repository contains assignments and projects for Springboard's Data Science Career Track
dl-workshop
Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
DeepLearningPython
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
flask-sqlalchemy-socketio-demo
Demo for how to use Flask, SQLAlchemy and SocketIO together
flask-materialize
A Material Design framework for Flask, similar to flask-bootstrap. Utilizes Materialize CSS
flask-material-lite
An easy way to get started with Google's Material Lite in your next Flask project.
awesome-dataviz
:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
get-cricket-data
Cricket match data and scripts for getting that data
python-espncricinfo
Python wrapper for the ESPNCricInfo JSON API