somefunAgba

ModernPIDControlSS

Modern PID Control Implementation (Simplified) with Closed PID-Loop Model Following Control Tuning.

kblocks

Easily typeset Control Block Diagrams and Signal Flow Graphs with TikZ/PGF

NLSIG-COVID19Lab

A nlogistic-sigmoid playground for modelling the COVID-19 pandemic growth

algorithms-sedgewick-wayne

Solutions to all the exercises of the Algorithms book by Robert Sedgewick and Kevin Wayne

ias

Implementation of Certain Machine Learning Algorithms

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

sff

Uniformly Damped Binomial Filters

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

autosgm

AutoSGM

blog

blopex

codespace_test

Deep-RL-Notes

A collection of comprehensive notes on Deep Reinforcement Learning, customized for UC Berkeley's CS 285 (prev. CS 294-112)

dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

expalts

Alternate Approximations of the Natural Exponential function.

fcwlines

Frontend for MATLAB's fprintf function for colored and bold command window text lines.

fnc-extras

Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.

gosunyoung

lsplot

Visualize real-time logged data from Arduino in MATLAB®.

machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

My-New-App

myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

nn-zero-to-hero

Neural Networks: Zero to Hero

professional-programming

A collection of learning resources for curious software engineers

pycabook

Source of the book "Clean Architectures in Python"

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

sha256algorithm

Sha256 Algorithm Explained

til

Today I Learned

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.