Łukasz Furman's repositories
brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
difftaichi
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
doodlebot
A vertical wall plotter using Lego Mindstorms
EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
Efficient_Python_tricks_and_tools_for_data_scientists
Efficient Python Tricks and Tools for Data Scientists
forecasting-at-scale
Forecasting at Scale
glsl-pipeline
Prototype complex pipelines directly from a single shader by branching it into stages
Hands-On-Simulation-Modeling-with-Python-Second-Edition
Hands-On Simulation Modeling with Python, Second Edition, published by Packt
llama.cpp
Port of Facebook's LLaMA model in C/C++
MemGPT
Teaching LLMs memory management for unbounded context 📚🦙
mlops-zoomcamp
Free MLOps course from DataTalks.Club
neuralsim
neuralsim: 3D surface reconstruction and simulation based on 3D neural rendering.
neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
RePoGen
The official repository of the RePoGen paper
speechBCI
Code for the paper "A high-performance speech neuroprosthesis"
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
unicorn2xx
Platform independent command-line application to stream data from Unicorn EEG system.