Vasuji
Applied AI/ML (NLP & Knowledge Graph), Healthcare data, Quantum Computing, Optimization & Simulation
Mindverse ComputingSeattle, WA
Pinned Repositories
caseolap
CaseOLAP: A cloud computing platform for phrase mining. This consists of downloading, parsing, and indexing of data, text-cube creation, entity count with search functionality, and caseOLAP score calculation.
covid-cvd
Understanding the Molecular Interface of Cardiovascular Disease and COVID-19: A Data Science Approach
cvd-sunburst
Sunbrust plot of CVD MeSH count. The sunbrust plot is created by implementing d3.js package with the data obtained from MESH to PMID mapping.
IonChannel
Ca regulating Ion Channels and Oxidative Stress as a Potential Link for the understanding of Cardiovascular Diseases: A data science approach.
CarND-Behavioral-Cloning
Built and trained a convolutional neural network for end-to-end driving in a simulator, using TensorFlow and Keras. Used optimization techniques such as regularization and drop out to generalize the network for driving on multiple tracks.
CarND-Vehicle-Detection
Created a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). Optimized and evaluated the model on video data from an automotive camera taken during highway driving.
DLND-language-translation
:octocat: Udacity DLND-project-4: Language translation using RNN
LOCUS-Quantum-Computing-2021
This repository contains the notebooks, slides, and miscellaneous on lectures delivered in LOCUS Quantum Computing 2021.
numpy-lectures
:octocat: Numpy for handling n-dim array, algebraic operation, plotting, statistics, and NumPy array functions :rocket:
quantum-computing-lectures
:book: Introduction to Quantum Computing and Projects :rocket:
Vasuji's Repositories
Vasuji/CarND-Behavioral-Cloning
Built and trained a convolutional neural network for end-to-end driving in a simulator, using TensorFlow and Keras. Used optimization techniques such as regularization and drop out to generalize the network for driving on multiple tracks.
Vasuji/CarND-Vehicle-Detection
Created a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). Optimized and evaluated the model on video data from an automotive camera taken during highway driving.
Vasuji/DLND-language-translation
:octocat: Udacity DLND-project-4: Language translation using RNN
Vasuji/numpy-lectures
:octocat: Numpy for handling n-dim array, algebraic operation, plotting, statistics, and NumPy array functions :rocket:
Vasuji/optimization-lectures
:book: Theory and Models in Optimization (e.g., finding the minimum of a function, finding roots, global and local minimum)
Vasuji/textClassification
Text Classification
Vasuji/vasuji
About me
Vasuji/AIND1P-Sudoku
Vasuji/AIND2P-dog-project
Building a pipeline that can be used within a web or mobile app to process real-world, user-supplied images
Vasuji/AIND2P-rnn
Project materials for RNN segment of AIND nanodegree
Vasuji/AIND3P-nlp-capstone
:mortar_board: Building a deep neural network that functions as part of an end-to-end machine translation pipeline. :rocket:
Vasuji/CarND-Advanced-Lane-Lines
Built an advanced lane-finding algorithm using OpenCV for Hough Transforms and Canny edge detection, distortion correction, image rectification, color transforms, and gradient thresholding. Identified lane curvature and vehicle displacement. Detected highway lane lines on a video stream. Overcame environmental challenges such as shadows and pavement changes.
Vasuji/CARND-lane-finding
Finding Lane Lines on the Road
Vasuji/CarND-MPC-Project
:octocat: Implemented Model Predictive Control to drive a vehicle around a track even with additional latency between commands.
Vasuji/CarND-Path-Planning-Project
:mortar_board: Create a path planner that is able to navigate a car safely around a virtual highway
Vasuji/CarND-Semantic-Segmentation
Vasuji/CarND-traffic-sign-classifier
Built and trained a deep neural network to classify traffic signs, using TensorFlow. Experimented with different network architectures. Performed image pre-processing and validation to guard against overfitting.
Vasuji/caseolap
CaseOLAP: A cloud computing platform for phrase mining. This consists of downloading, parsing, and indexing of data, text-cube creation, entity count with search functionality, and caseOLAP score calculation.
Vasuji/DLND-face-generation
:rocket: Udacity DLND-project-5: Built Generative adversarial networks (GANS) which puts two neural networks in competition, allowing these networks to model reality with amazing accuracy.
Vasuji/DLND-perceptron
:rocket: Built basic neural network with python and numpy.
Vasuji/LOCUS-Quantum-Computing-2021
This repository contains the notebooks, slides, and miscellaneous on lectures delivered in LOCUS Quantum Computing 2021.
Vasuji/MLND-projects
:rocket: Udacity Machine Learning Projects :mortar_board:
Vasuji/python-lectures
:octocat: Python Basics with fundamental datastructure, loops, functions and class, input/output, plotting
Vasuji/quantum-computing-lectures
:book: Introduction to Quantum Computing and Projects :rocket:
Vasuji/rapids-tutorials
RAPIDS tutorials from NVIDIA
Vasuji/scipy-lectures
:octocat: Introduction to Scientific Computing (e.g., differentiation, integration, interpolation, differential equations) with Numpy, Scipy, Matplotlib, Pandas
Vasuji/dockerbuild
Docker Build
Vasuji/katib
Repository for hyperparameter tuning
Vasuji/pipelines-javascript-docker
Sample Node.js Docker application referred to by Azure Pipelines documentation
Vasuji/vasuAPI
API with ASP.NET