GitHub topics: function-approximation

Repositories

NVlabs/instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

Language: Cuda - Size: 183 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 16,625 - Forks: 1,977

bmarroc/reinforcement-learning

Jupyter notebooks implementing Reinforcement Learning algorithms in Numpy and Tensorflow

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 1 - Forks: 1

YNU-NakataLab/X-KAN

X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning

Language: Python - Size: 3.31 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

shuvoxcd01/GridMind

A library of reinforcement learning (RL) algorithms.

Language: Python - Size: 286 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 7 - Forks: 1

nymath/torchqtm

TorchQuantum is a backtesting framework that integrates the structure of PyTorch and WorldQuant's Operator for efficient quantitative financial analysis.

Language: Cython - Size: 29.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 42 - Forks: 13

bgrimstad/splinter

Library for multivariate function approximation with splines (B-spline, P-spline, and more) with interfaces to C++, C, Python and MATLAB

Language: C++ - Size: 5.3 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 431 - Forks: 116

jipolanco/BSplineKit.jl

A collection of B-spline tools in Julia

Language: Julia - Size: 7.84 MB - Last synced at: 15 days ago - Pushed at: 2 months ago - Stars: 59 - Forks: 9

Maximo-Rulli/Ecodesafio

Using ML to predict ramaining time of rechargable batteries

Language: Jupyter Notebook - Size: 17.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rdeits/AdaptiveDistanceFields.jl

Adaptively sampled distance fields in Julia

Language: Jupyter Notebook - Size: 233 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 33 - Forks: 11

Pressio/pressio-demoapps

Suite of 1D, 2D, 3D demo apps of varying complexity with built-in support for sample mesh and exact Jacobians

Language: C++ - Size: 69.7 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 9 - Forks: 2

timbmg/easy21-rl

Easy21 assignment from David Silver's RL Course at UCL

Language: Python - Size: 1.57 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 4

ali-Eskandarian/Semester_1_Fuzzy_Logic

Projects of Fuzzy course

Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

flatironinstitute/baobzi

An adaptive fast function approximator based on tree search

Language: C++ - Size: 304 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 4

baggepinnen/BasisFunctionExpansions.jl

Basis Function Expansions for Julia

Language: Julia - Size: 7.25 MB - Last synced at: 24 days ago - Pushed at: about 2 years ago - Stars: 25 - Forks: 7

Gyakobo/multi-threading

This project was made to showcase a sample example of muli-threading in the C programming language.

Language: C - Size: 145 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

polatory/polatory

Fast radial basis function interpolation and kriging for large scale data

Language: C++ - Size: 2.98 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 162 - Forks: 19

Elktrn/tensorflow-2.0-simple-linear-regression-whitout-keras

Simple linear regressor that tries to approximate a simple function deployed in Tensorflow 2.0 without Keras

Language: Jupyter Notebook - Size: 172 KB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

pablovegan/QubitApproximant

Approximate a function in a single qubit using data-reuploading.

Language: Python - Size: 1.64 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

say-yas/DeepLearning_functionApproxation

This package explores various deep learning methods in approximating functions in \mathbb{R} and \mathbb{R}^{2}

Language: Jupyter Notebook - Size: 23 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

bestmahdi2/Uni__GeneticProgrammingFunctionApproximation

In this university project, genetic programming is used to approximate the function

Language: Python - Size: 1.21 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

leolellisr/poke_RL

Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

Language: Jupyter Notebook - Size: 39.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 2

alexkalergis/Artificial-Neural-Network-approximates-unknown-function

• Artificial Intelligence • In this project we aim to train an artificial neural network to approximate a function of a discrete dynamical system.

Language: MATLAB - Size: 299 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

floswald/Tasmanian.jl

Julia Wrapper to the Tasmanian library

Language: Julia - Size: 9.6 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 8

YasinRezvani/Fourier_Series_Animation

This project is a simple animation of Fourier series, approximating a function using a sum of sine and cosine functions.

Language: Python - Size: 281 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

saeid436/Function_Approximation-MLP

Function approximation using Multilayer Perceptron (MLP)

Language: MATLAB - Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

saeid436/Multimodal-Gaussian-Distribution-Approximation

Approximation of mixing different gaussian distribution with Self-organizing Map(SoM) and Radial Basis Function(RBF)

Language: MATLAB - Size: 1.95 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

wpodlaski/funcapprox-with-lowrank-EI-spikes

Approximating nonlinear functions with low-rank spiking networks

Language: Jupyter Notebook - Size: 414 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

HarryZhangHH/DPRL

Course given at the MSc CS @VU

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

ArbiKodraj/ML-Approximation

Final Project for the Modules: Effective Programming Practices taught by Hans-Martin Gaudecker and Scientific Computing taught by Philipp Eisenhauer.

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Breakend/CMACvTileCode

Language: Python - Size: 22.2 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 7 - Forks: 0

vasisthasinghal/Learning-Equations-of-a-Dynamical-System

The focus of function approximation problems has been on identifying some suitable function without attempting to gain insight into the mechanism of the system. The performance of the model boils down to interpolation. But, in a more realistic setting, we expect test data from outside the distribution of the training set. To better extrapolate to unseen domains, it is essential to learn the correct underlying equations of the system. The Equation Learner (EQL) Network attempts to achieve this task.

Language: Jupyter Notebook - Size: 7.58 MB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 0

ToniCardosooo/Numerical-Methods-Lab-Classes

Repository containing python notebooks used to teach the lab classes of the curricular unit "Numerical Methods (M2039)" at FCUP, Portugal, in study year 2023/2024

Language: Jupyter Notebook - Size: 419 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AI4LIFE-GROUP/lfa

Local function approximation (LFA) framework, NeurIPS 2022

Language: Python - Size: 37.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

amifunny/RL-Notebooks

This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY FILES WHICH ARE AVAILABLE ONLY ON COURSERA.

Language: Jupyter Notebook - Size: 532 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

PhuongLe/deep-q-learning-robot

An implementation of Reinforcement Learning using the Q-Learning algorithm and Function Approximation with Backpropagation Neural Network.

Language: Java - Size: 6.86 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

IgorKohan/NormalHermiteSplines.jl

Multivariate Normal Hermite-Birkhoff Interpolating Splines in Julia

Language: Julia - Size: 6.2 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2

tomasspangelo/On-Policy-Monte-Carlo-Tree-Search-for-Game-Playing

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

thomberg1/UniversalFunctionApproximation

Universal Function Approximation by Neural Nets

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 6

akiss-xyz/certainpy

A short and sweet library handling uncertainty in calculations. Can use both standard, probabilistic uncertainties and maximal uncertainties for arbitrary functions over arbitrary variables.

Language: Python - Size: 146 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

IvanovskyOrtega/Neural-Networks

Many different Neural Networks in Python Language. This repository is an independent work, it is related to my 'Redes Neuronales' repo, but here I'll use only Python.

Language: Python - Size: 133 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

kkhetarpal/COMP767

Assignments and Reading Material for RL Course

Language: Jupyter Notebook - Size: 446 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 0

Sagarnandeshwar/On_Policy_And_Off_Policy_Reinforcement_Learning

Reinforcement Learning (COMP 579) Project

Language: Jupyter Notebook - Size: 3.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

iamjagdeesh/Artificial-Intelligence-Pac-Man

CSE 571 Artificial Intelligence

Language: Python - Size: 2.29 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 45 - Forks: 54

shiivashaakeri/Neural-Network-Gradient-Descent-From-Scratch

This project is a simple implementation of a neural network with gradient descent optimization from scratch. The goal of this project is to demonstrate how a neural network works and how the gradient descent algorithm can be used to optimize its parameters.

Language: Jupyter Notebook - Size: 297 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JuliaApproximation/CompactBases.jl

Julia library for function approximation with compact basis functions

Language: Julia - Size: 10.6 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 2

johannmeyer/Distributed-and-Asynchronous-Algorithm-for-Smooth-High-dimensional-Function-Approximation

Distributed and Asynchronous Algorithm for Smooth High-dimensional Function Approximation using Orthotope B-splines

Size: 5.06 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

lucasvianav/SME0300-NumericalAnalysis 📦

This repository contains numerical methods for finding solutions of a nonlinear equation as well as to approximate functions from a dataset of (x, y) points.

Language: Python - Size: 1.63 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SciML/DiffEqApproxFun.jl 📦

The tools for proper interactions between ApproxFun.jl and DifferentialEquations.jl for pseudospectiral partial differential equation discretizations in scientific machine learning (SciML)

Language: Julia - Size: 30.3 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 8