Kolmogorov Arnold Networks

Python Productivity for ZYNQ

Notebooks about Bayesian methods for machine learning

Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?

Sionna: An Open-Source Library for Research on Communication Systems

Machine learning for transportation data imputation and prediction.

Experimental code to read/write NumPy .NPY files in MATLAB

GPQA: A Graduate-Level Google-Proof Q&A Benchmark

IBM Analog Hardware Acceleration Kit

Tutorial notebooks for hls4ml

experiments with python

Stanford Machine Learning course exercises implemented with scikit-learn

Topological Deep Learning

ADC Performance Survey (ISSCC & VLSI Circuit Symposium)

Computing on Topological Domains

Pytorch implementation of GRU-ODE-Bayes

The boundary of neural network trainability is fractal

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using ipex-llm

VNx: Vitis Network Examples

Python Cellular Sheaf Library

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.

Hard-sphere packing generation in C++ with the Lubachevsky–Stillinger, Jodrey–Tory, and force-biased algorithms and packing post-processing.

clustimage is a python package for unsupervised clustering of images.

Code for the intrinsic dimensionality estimate of data representations

On Deep Learning-based Channel Decoding

Clusteval provides methods for unsupervised cluster validation

Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.

Work being done on the DVB-receiver for Phase 4 Ground.

This repository contains code for reproducing results in our paper Interpreting Potts and Transformer Protein Models Through the Lens of Simplified Attention