furmanlukasz Goto Github PK
Name: Łukasz Furman
Type: User
Company: Datalab108
Bio: Multidisciplinary Neuroscientist specializing in Brain Signal Analysis & Neural Engineering, focuses on understanding the brain's rhythms.
Location: Poland
Name: Łukasz Furman
Type: User
Company: Datalab108
Bio: Multidisciplinary Neuroscientist specializing in Brain Signal Analysis & Neural Engineering, focuses on understanding the brain's rhythms.
Location: Poland
TensorFlow implementations of Graph Neural Networks
Source code for Twitter's Recommendation Algorithm
Unsupervised learning coupled with applied factor analysis to the five-factor model (FFM), a taxonomy for personality traits used to describe the human personality and psyche, via descriptors of common language and not on neuropsychological experiments. Used kmeans clustering and feature scaling (min-max normalization).
Step-by-step guide through the abstract and complex universe of Fragment Shaders.
Source code for CIKM 2021 paper “Topic-aware Heterogeneous Graph Neural Network for Link Prediction”
Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at
Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf
TODS: An Automated Time-series Outlier Detection System
PyTorch Library for Fast and Easy Distributed Graph Learning
Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models
TorchEEG is a library built on PyTorch for EEG signal analysis.
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Toy example of an applied ML pipeline for me to experiment with MLOps tools.
T-PHATE manifold learning of brain state dynamics
A document-based SwiftUI application for viewing and editing EEG data, aimed at making software for viewing brain imaging data more accessible.
Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything and XMem.
This code analyzes traveling waves in EEG signals. It can be apply to any dataset, but it is based on the data available here: https://osf.io/pn784/. For details, please refer to this paper: "Distinct roles of forward and backward alpha-band waves in spatial visual attention" - https://www.biorxiv.org/content/10.1101/2022.08.18.504422v1.abstract
UMAP C++ implementation
Understanding the theory behind UMAP
Repository for the development of a Unicorn Android interface
🤓 user2code2vec: Embeddings for Profiling Students Based on Distributional Representations of Source Code. Full Paper presented at Learning Analytics & Knowledge 2019 Conference in AZ, USA
Virtual machines for iOS and macOS
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.