dreivmeister Goto Github PK

autodidact

A pedagogical implementation of Autograd

autodiff

autograd

Efficiently computes derivatives of numpy code.

blasandcormen

collection of A&D implementations from Cormen et. al. + C-implementation of BLAS-1 routines

calculator

command line calculator in C using shunting yard algorithm

captions

transcripts and captions for 3blue1brown videos

chainrulescore.jl

AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.

custom-sklearn-onnx

sklearn-onnx + support for multioutput Gaussian Procceses

dlf

PyTorch like Deep Learning based on NumPy for education

drive

easypytorch

Python Library for convenient use of PyTorch and research paper implementations.

fem

Finite Element Method in Python based on: https://www.math.hu-berlin.de/~cc/cc_homepage/download/1999-AJ_CC_FS-50_Lines_of_Matlab.pdf

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

geometricdeeplearning.jl

julia implementation of various ideas from the book: Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges (https://arxiv.org/abs/2104.13478v2)

instapy

📷 Instagram Bot - Tool for automated Instagram interactions

latticeboltzmann

python implementations of the LatticeBoltzmann method for fluid simulation

ltc.jl

Liquid Time-constant Networks in Julia

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

metaheuristics

Implementation of methods from: Essentials of Metaheuristics (https://cs.gmu.edu/~sean/book/metaheuristics/Essentials.pdf)

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

naph

Python library for numerical, graph, finite diff pde algorithms

neuralnetworks

Machine Learning Framework mit Python und NumPy (Basis: https://github.com/TheIndependentCode/Neural-Network)

newtonmethods.jl

different variations and generalizations of root-finding algorithm Newton's method

nonlinearsystemneuralnetworkfmu.jl

Automatically generate Neural Networks replacing non-linear equation systems inside OpenModelica FMUs.

numerik-1-2

Verfahren aus der Vorlesung Numerik

numpy

The fundamental package for scientific computing with Python.

ode_solver

collection of different ode solvers

self-driving-car

sklearn-onnx

Convert scikit-learn models and pipelines to ONNX

statproofbook.github.io

The Book of Statistical Proofs