There are 3 repositories under open-research topic.
A complete end-to-end pipeline for LLM interpretability with sparse autoencoders (SAEs) using Llama 3.2, written in pure PyTorch and fully reproducible.
Module 5: Open Research Software and Open Source
DDoS attack detection using BLSTM based RNN
OLS website: web presence and knowledge management for we-are-ols.org
Big five trait scores for 307,313 people from many different countries.
Development of an open data training program for Mozilla Science Labs.
A hands-on book for abusing systems using Rust (WIP) - Open Research
Code respository for AutSPACEs: the Autistica/Turing citizen science platform
Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:
UQ Library training material
Meta information about platforms participating in experiment crowdsourcing using Collective Knowledge Framework (OS,CPU,GPU,GPGPU,NN...):
Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:
an initiative to provide infrastructure for reproducible workflows around open data
Collective Knowledge packages to build development versions of compilers (LLVM, GCC, etc) and use them in customizable and portable CK research workflows:
Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework and open repositories of knowledge:
Public data sets and their properties in the Collective Knowledge Format with JSON API and JSON meta information to be easily pluggable to customizable and reproducible CK experimental workflows (such as collaborative program analysis and optimization):
Materials related to events I might attend, and to talks I am giving
Public scenarios to crowdsource experiments (such as DNN crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework across diverse mobile devices provided by volunteers. Results are continuously aggregated at the open repository of knowledge:
Shared artifacts in the Collective Knowledge Format as a proof-of-concept to reproduce our recent Collective Mind- and Collective Knowledge-related papers
A curated list of resources about various climate research topics
Supplementary material for "A practical guide for transparency in psychological science" (find the paper at https://psyarxiv.com/rtygm/)
Knowledge Commons research group's repository
Open e-science, workflow for collaborative academic writing, versioning, reviewing, research data management, time stamping and open access publishing
Data and scripts from recent publications
Action for Open. Like hackathons, but more inclusive. Like events, but more impactful. Designed for those without enough time.
Python port of starter code for open data provided by Swiss National Science Foundation (SNSF)
Explore consciousness and self-awareness as it pertains to AI systems.
In this repository you are going to find the documents we produced to support the discussion in our Digital Methods of the Month. These documents will help you orienting yourself if you want to pickup the method in your research. Go to the readme file
Exploring the feasibility of controlling 2019-nCoV outbreaks by isolation of cases and contacts
Hispanic Center of Excellence
Module 10: Open Advocacy
Open research project on polynomial interpolation and approximation