SIMBa

Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, and more with your permission every step of the way.

The official dataload for http://www.nonlinearbenchmark.org/

Sonkyo blade benchmark

Algorithms for SOC Estimation of Íon-Lithium Batteries.

Demo MLRun project for LLM Tuning and serving pipelines

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." It contains all the CAD files we used to build the pendulum h…

Neural Networks: Zero to Hero

Speaker anonymization pipeline for hiding the identity of the speaker of a recording by changing the voice in it.

Language independent SSL-based Speaker Anonymization system

DevOps Roadmap for 2024. with learning resources

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Toolbox for system identification of nonlinear state space grey-box models using CasADi

Matplotlib styles for scientific plotting

We provide the code, pretrained models, and scripts to reproduce the experiments of the paper "Towards All-Weather Autonomous Driving". All code was implemented in Python using the deep learning fr…

Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

Google Research

Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.

Python control algorithms, simulations, and system identifiers for the ball-in-tube experiment, developed by Antony Pulikapparambil and Oguzhan Dogru, in the Computer Process Control lab, at the Un…

bash scripts for downloading wind blade crack data and unziping it

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Uniform Manifold Approximation and Projection

Dynamical System Identification using python incorporating numerous powerful deep learning methods. (deepSI = deep System Identification)

MPC appliet to a double inverted pendulum on a cart

Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.

Fast inference of Boosted Decision Trees in FPGAs