Pinned Repositories
Algorithms
A collection of algorithms and data structures
Applied-Computational-Science-ISC-5316---ii-Spring-2020
Applied-ML---STA5635--Fall-2020
blind-denoising
Model-Blind Video Denoising Via Frame-to-frame Training
BrainTree_SQL_Coding_Challenge_Data_Analyst
A Challenge To Test My SQL Skills For A Braintree Data Analyst Interview Process
cancer_detection_public
The project involved the development of a specialized VGG16-CNN architecture for tumor detection in CT scan images, utilizing transfer learning. Implemented data versioning using DVC, exploratory data analysis using Pandas, and experiment tracking through MLFlow. To ensure reliability, the project incorporate
Deploy-a-NLP-Similarity-API-using-Docker
Build a RESTFUL-API for Similarity Check using Natural Language Processing
elapid
Species distribution modeling tools, including a python implementation of Maxent
GP
GP model for predicting relaxation spectra
Multifidelity_Optimization
This is project for multifidelity optimization, where we assume, we have a simulation model with tunable fidelity or a set of models with varying fidelity and are interested in optimizing an objective function at the highest fidelity, while keeping the overall computational cost at a minimum.
PC-FSU's Repositories
PC-FSU/Applied-Computational-Science-ISC-5316---ii-Spring-2020
PC-FSU/Multifidelity_Optimization
This is project for multifidelity optimization, where we assume, we have a simulation model with tunable fidelity or a set of models with varying fidelity and are interested in optimizing an objective function at the highest fidelity, while keeping the overall computational cost at a minimum.
PC-FSU/Algorithms
A collection of algorithms and data structures
PC-FSU/Applied-ML---STA5635--Fall-2020
PC-FSU/blind-denoising
Model-Blind Video Denoising Via Frame-to-frame Training
PC-FSU/BrainTree_SQL_Coding_Challenge_Data_Analyst
A Challenge To Test My SQL Skills For A Braintree Data Analyst Interview Process
PC-FSU/cancer_detection_public
The project involved the development of a specialized VGG16-CNN architecture for tumor detection in CT scan images, utilizing transfer learning. Implemented data versioning using DVC, exploratory data analysis using Pandas, and experiment tracking through MLFlow. To ensure reliability, the project incorporate
PC-FSU/Deploy-a-NLP-Similarity-API-using-Docker
Build a RESTFUL-API for Similarity Check using Natural Language Processing
PC-FSU/elapid
Species distribution modeling tools, including a python implementation of Maxent
PC-FSU/GP
GP model for predicting relaxation spectra
PC-FSU/ISC_2310--Computational_Thinking_for_Data_Science_with_Python
This course aims to introduce students to key areas of data science, such as optimization, machine learning, stochastic processes, data extraction, and analysis. It emphasizes the use of computational thinking to create algorithms for these areas and interpret the resulting computational outcomes.
PC-FSU/ISC_3313
This introductory course, offered by the Department of Scientific Computing at Florida State University, teaches Python to undergraduates. It covers Python basics, including loops, lists, functions, and classes. Additionally, it explores popular packages like NumPy, SciPy, Pandas, and Matplotlib, emphasizing Python's role in solving scientific comp
PC-FSU/Model_LSTM
PC-FSU/pc-fsu.github.io
Personal portfolio site using the Jekyll theme 'particle'
PC-FSU/multi-pdf-query
Chat with Multiple PDFs is a user-friendly web application that simplifies the process of interacting with PDF documents using artificial intelligence. It's designed to assist you in extracting valuable information from your PDFs and answering your questions.
PC-FSU/text2Sql
Text2SQL Database Query Tool is a user-friendly web application for SQL querying. With this app, you can effortlessly create and manage SQLite databases, upload and process data from various file formats (e.g., CSV, Excel), and execute SQL queries without writing a single line of SQL code.
PC-FSU/transformer_from_scratch
An implementation of 'Attention is all you need" paper, along with an application to do English-to-Italian translation.