Amplifying Research Impact through Open Source
Contributor: Antonio T.
The NeuroHealth-Vision project aims to bridge the "Protocol Gap" in 3D medical AI by developing a standardized evaluation and transfer-learning...
Contributor: Ashwin Prabou
Scenic is a probabilistic programming language for generating and verifying environments of autonomous cyber-physical systems. Its driving domain-...
Contributor: Avantika Pandey1
The Network Simulation Bridge (NSB) is a powerful co-simulation framework, but its current onboarding experience creates a barrier for new users due...
Contributor: Ayush Vishwakarma
Peersky users currently lack built-in mechanisms to back up their P2P browsing state (IPFS blocks, Hypercore feeds, chat history, and tab sessions),...
Contributor: Cindy01
Spatial domain identification is a fundamental task in spatial transcriptomics, yet state-of-the-art methods exhibit pronounced sensitivity to random...
Contributor: Dhanush_
This project extends AIDRIN’s data ingestion layer beyond CSV and basic tabular formats to better match real scientific workflows. I will (1) audit...
Contributor: Harshal Atre
Mobile users currently lack native access to P2P protocols like hyper://, limiting the reach of decentralized web technologies. Although desktop...
Contributor: j.d.kelman95
The Edulinq LMS Toolkit provides a set of tools and a Python interface to interact with Learning Management Systems (LMSs) such as Moodle, Canvas,...
Contributor: Mehbub_10
This project makes the ENTS (DirtViz) dashboard easier to grow with real field use. A lot of the UI is still wired together by hand in React, which...
Contributor: Phil_Li
Spatial transcriptomics methods identify tissue domains by clustering spatial gene expression patterns, but current approaches select genes using...
Contributor: Prarthana Patil
Electricity grids today serve a far more complex mix of consumers than they were designed for. Data centers, EV charging networks, and industrial...
Contributor: Segun Ogundipe
This project proposes the development of a Kubernetes-native chatbot integrated with NRP's managed LLM service to provide intelligent network...
Contributor: Sohan Shingade
The VINE project at Iron Horse Vineyards collects continuous agricultural data through LoRaWAN sensors (soil moisture, temperature, CO2, weather) and...
Contributor: Tong Wu
CellQuery-ST addresses a key gap in computational pathology: while current models can predict gene expression or answer coarse slide-level questions,...
Contributor: wmadsmit
CXL is an interconnect which uses memory disaggregation to overcome the memory bandwidth bottleneck from most workloads. OCEAN, one such CXL emulator...
Contributor: 6cobi
The Peersky browser currently lacks a unified system for managing both user-installed WebExtensions and core browser preferences. This project will...
Contributor: Anvi
This project aims to develop a system that detects whether code was written by a student or generated by AI tools like ChatGPT or GitHub Copilot....
Contributor: Chaitanya Gambali
This proposal aims to add support for rectilinear floorplans in OpenROAD, an open-source EDA tool used for digital chip design. Currently, OpenROAD...
Contributor: connorlee
In today's world sequential recommendation systems are used in various domains-- from life sciences to e-commerce and business. For example, within...
Contributor: Devansh Kukreja
The Environmental NeTworked Sensor (ENTS) platform is an open-source web portal designed for collecting, visualizing, and analyzing data from...
Contributor: Harish Balaji
AIDRIN (AI Data Readiness INspector) is an open-source tool designed to assess the quality, fairness, and readiness of datasets before they are used...
Contributor: Kajal Jotwani
Brahma-XR is a library and framework for making collaborative WebXR rooms with spatial data. The same code runs directly in the browser and works...
Contributor: Manish Kamalakar Reddy
The original proposal for this project focused on building a machine learning service to improve monitoring within the Seam and National Research...
Contributor: Mingyuan Shao
My proposal is to create and control computer-generated images of breast cancer tissues. I'll spend my first four weeks building basic models called...
Contributor: Param Arora
The University of California Open Source Repository Browser (UC ORB) is a discovery platform that maps and categorizes open source projects across...
Contributor: Prathamesh Devadiga
To benchmark vector search algorithms (aka ANN algorithms), existing datasets fail to represent actual real-world workloads. Current benchmarks...
Contributor: Sahil Mandi
This proposal aims to integrate Scenic—a probabilistic programming language for scenario specification—with Robosuite, a simulation framework for...
Contributor: Sophie Tao
WildBerryEye leverages edge computing (Raspberry Pi) and object detection (YOLO) to monitor pollinators like bees and hummingbirds. My project...
Contributor: tharitt
PyLops is a Python package with a simple yet flexible interface for solving linear inverse problems. Previous GSoC-sponsored projects laid the...
Contributor: Zeyu Zou
Spatial transcriptomics (ST) is a powerful and emerging technology that captures gene expression profileswith spatial resolution, providing...
Contributor: Ayush_Sharma_
Polyglot, a web application revolutionizing data exploration, offers dynamic 3D visualizations. Imagine zooming and rotating through a complex...
Contributor: Palaniappan R
This project aims to build a conversational assistant designed around OpenROAD to answer user queries. The goal is to build a complete pipeline that...
Contributor: Shaburu
The project aims to address a common challenge faced by both beginner and advanced programmers: understanding and learning from mistakes in code...
Contributor: Henry Zhou
The problem I am trying to solve is to implement multiple data compression algorithms in h5bench core access patterns through HDF5 filters. This...
Contributor: Adi Akhilesh Singh
StatWrap is a free, open-source tool to document research projects. It inventories research assets like code files, data files, and manuscripts,...
Contributor: UjjwalShekhar
In hardware compilers, scalability issues often arise due to inefficient tree data structures. To tackle this challenge, the proposed project aims to...
Contributor: Ahmed Falah
This proposal aims to improve an outdoor sensor platform by focusing on usability and expandability. To achieve this, the project will integrate a...
Contributor: Qianru Zhang
Benchmarking is designed to tackle the issue of incomplete data in the field of spatial transcriptomics. The project aims to develop a benchmarking...
Contributor: Joel Tony
The increasing adoption of AI/ML applications has led to new I/O access patterns and bottlenecks that differ from traditional scientific...
Contributor: Mohit Goyal
PolyPhy is an advanced toolkit utilizing the Monte Carlo Physarum Machine (MCPM) algorithm for reconstructing networks from sparse 2D or 3D data. The...
Contributor: Rishi Mondal
The proposed project aims to enhance the platform by integrating logging and analytics features, implementing a learning dashboard, potentially...
Contributor: Ashwin Bardhwaj
Recently, research has been made into the process in which we could tune an existing generalized LLM (such as ChatGPT 3.5, 4) for the purposes of...
Contributor: Aditya N.
I will implement stream processing support for FasTensor library. Stream processing enables online processing of live data as it arrives on the File...
Contributor: Nikhil Wani
LLM hallucinations have been tackled using various techniques, including modern retrieval methods such as Retrieval-Augmented Generation (RAGs)....
Contributor: Aviral Kaintura
This proposal provides a detailed overview of the development of an LLM-based conversational assistant with domain-specific knowledge about the...
Contributor: Mahdi Banisharifdehkordi
This proposal aims to address the challenge of I/O bottlenecks in High-Performance Computing (HPC) systems by developing a Graph Neural Network (GNN)...
Contributor: Aniruddha Thakre
The OSAVC documentation project for GSoC 2023 aims to create comprehensive documentation for a new user of the OSAVC controller. The project will...
Contributor: damodardatta
Existing frameworks for simulation autonomous vehicles use a gazebo simulator with ROS, which limits the development to only Python and C++...
Contributor: Goodness Ay
Scalable systems lay essential foundations of the modern information industry. HPC data centers tend to have hundreds to thousands of nodes in their...
Contributor: Jack Luar
This project aims to review and update missing documentation and tutorials in OpenROAD-flow-scripts. A key focus will be on increasing ease-of-setup...
Contributor: Kiran Deol
PolyPhy is an interpretability tool which identifies network structures in both 2 and 3-dimensional data using the novel MCPM algorithm. Users can...
Contributor: Luiza Zucchi Hesketh
The project aims to develop a Python-to-Python conversor for LabOP-written Laboratory protocols to be executed by Hamilton Machines using PyHamilton...
Contributor: Mahnoor_Ismail
This project aims to develop a comprehensive Python-based graphical user interface (GUI) with a robust backend system to effectively analyze,...
Contributor: Manank Patel
The project involves implementing io_uring based communication backend for network based key-value store. The current implementation in the KTLI...
Contributor: Nandini Saagar
Contributing to an open-source project offers novices the opportunity to join a community of practitioners, build a technical portfolio, gain...
Contributor: Prashant Jha
This proposal aims to enhance the infrastructure of PolyPhy by developing new architecture and maintaining existing codebases. The project will...
Contributor: Rishabh Ballabh Singh
My project proposal aims to optimize the FasTensor tensor computing library to work efficiently on GPUs to enable efficient tensor contraction while...
Contributor: Shahzaibkashif
The primary goal of this project is to enhance and validate LiveHD's power modeling flow, a critical feature for estimating power consumption in...
Contributor: Zahra Nabila
High-performance computing (HPC) data centers tend to have hundreds to thousands of nodes in their clusters. The use of “extreme-scale” distributed...
Contributor: Zhouyixian Li
DirtViz 2.0 is a proposed project that aims to enhance the capabilities of DirtViz 1.0, a data visualization tool for sensor networks. The new...
