Topic: "gradient-descent"
gorgonia/gorgonia
Gorgonia is a library that helps facilitate machine learning in Go.
Language: Go - Size: 88.7 MB - Last synced at: 26 days ago - Pushed at: 9 months ago - Stars: 5,731 - Forks: 442
google/neural-tangents
Fast and Easy Infinite Neural Networks in Python
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 2,332 - Forks: 229
kthohr/optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Language: C++ - Size: 11.7 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 847 - Forks: 139
Sergio0694/NeuralNetwork.NET
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Language: C# - Size: 13.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 556 - Forks: 88
breandan/kotlingrad
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
Language: Kotlin - Size: 288 MB - Last synced at: 25 days ago - Pushed at: 5 months ago - Stars: 534 - Forks: 21
Ryota-Kawamura/Mathematics-for-Machine-Learning-and-Data-Science-Specialization
Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
Language: Jupyter Notebook - Size: 82.9 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 511 - Forks: 231
volotat/DiffMorph
Image morphing without reference points by applying warp maps and optimizing over them.
Language: Python - Size: 84.2 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 454 - Forks: 52
gokadin/ai-simplest-network
The simplest form of an artificial neural network explained and demonstrated.
Language: Go - Size: 259 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 399 - Forks: 30
shreyans29/thesemicolon
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Language: Jupyter Notebook - Size: 680 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 384 - Forks: 437
cvanaret/Uno
A next-gen Lagrange-Newton (SQP + barrier) solver for nonconvex constrained optimization
Language: C++ - Size: 44.6 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 328 - Forks: 26
gy910210/neural-network-from-scratch
Implementing Multiple Layer Neural Network from Scratch
Language: Python - Size: 244 KB - Last synced at: 8 days ago - Pushed at: about 9 years ago - Stars: 319 - Forks: 91
ikostrikov/pytorch-meta-optimizer
A PyTorch implementation of Learning to learn by gradient descent by gradient descent
Language: Python - Size: 17.6 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 313 - Forks: 53
Suji04/ML_from_Scratch
Implementation of basic ML algorithms from scratch in python...
Language: Jupyter Notebook - Size: 540 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 293 - Forks: 229
tsycnh/mlbasic
深度学习常用优化方法详解
Language: Python - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 268 - Forks: 104
hiroyuki-kasai/NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
Language: MATLAB - Size: 121 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 265 - Forks: 95
emilwallner/Deep-Learning-From-Scratch
Six snippets of code that made deep learning what it is today.
Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 261 - Forks: 57
YiranJing/Coronavirus-Epidemic-COVID-19
👩🏻⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)
Language: Jupyter Notebook - Size: 45 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 243 - Forks: 69
krishnakumarsekar/awesome-machine-learning-deep-learning-mathematics
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Size: 6.84 KB - Last synced at: 9 days ago - Pushed at: over 7 years ago - Stars: 215 - Forks: 62
zeke-xie/deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
Size: 184 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 210 - Forks: 20
snrazavi/Machine_Learning_2018
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
Language: Jupyter Notebook - Size: 36.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 193 - Forks: 103
mstksg/backprop
Heterogeneous automatic differentiation ("backpropagation") in Haskell
Language: Haskell - Size: 11.1 MB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 187 - Forks: 22
lucfra/FAR-HO
Gradient based hyperparameter optimization & meta-learning package for TensorFlow
Language: Jupyter Notebook - Size: 505 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 187 - Forks: 47
quocviethere/Coursera-Machine-Learning-Specialization
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
Language: Jupyter Notebook - Size: 6.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 183 - Forks: 139
faridcher/ml-course
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Language: R - Size: 36.5 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 168 - Forks: 150
rojaAchary/30-Days-of-ML-Kaggle
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
Language: Jupyter Notebook - Size: 35.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 168 - Forks: 58
avik-pal/RayTracer.jl
Differentiable RayTracing in Julia
Language: Julia - Size: 34.9 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 152 - Forks: 12
MrGeislinger/flatiron-school-data-science-curriculum-resources
Lesson material on data science and machine learning topics/concepts
Language: Jupyter Notebook - Size: 44.5 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 148 - Forks: 142
computational-imaging/neural-holography
Code and data for Neural Holography
Language: Python - Size: 1.83 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 137 - Forks: 44
hahnec/torchimize
numerical optimization in pytorch
Language: Python - Size: 20.4 MB - Last synced at: about 15 hours ago - Pushed at: 12 months ago - Stars: 136 - Forks: 6
fotisk07/Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Language: Jupyter Notebook - Size: 87.4 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 136 - Forks: 56
Ameobea/neural-network-from-scratch
A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs
Language: Rust - Size: 1.73 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 133 - Forks: 12
RubixML/Sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
Language: PHP - Size: 34 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 112 - Forks: 14
snrazavi/Machine-Learning-in-Python-Workshop
My workshop on machine learning using python language to implement different algorithms
Language: Jupyter Notebook - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 111 - Forks: 63
palle-k/DL4S
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
Language: Swift - Size: 19.5 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 107 - Forks: 13
llhthinker/MachineLearningLab
Some experiments about Machine Learning
Language: Python - Size: 74.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 107 - Forks: 193
huseinzol05/Machine-Learning-Numpy 📦
Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!
Language: Jupyter Notebook - Size: 44.9 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 104 - Forks: 63
s-marton/GRANDE
(ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
Language: Jupyter Notebook - Size: 9.74 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 89 - Forks: 9
mcordingley/Regression
Multiple Regression Package for PHP
Language: PHP - Size: 438 KB - Last synced at: 2 days ago - Pushed at: over 6 years ago - Stars: 88 - Forks: 16
Rookfighter/least-squares-cpp
A single header-only C++ library for least squares fitting.
Language: C++ - Size: 666 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 86 - Forks: 13
fotisk07/Image-Classifier
Final Project of the Udacity AI Programming with Python Nanodegree
Language: Jupyter Notebook - Size: 25.7 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 71 - Forks: 46
javascript-machine-learning/linear-regression-gradient-descent
⭐️ Linear Regression with Gradient Descent in JavaScript (Unvectorized, Visualized)
Language: JavaScript - Size: 78.1 KB - Last synced at: 2 days ago - Pushed at: over 7 years ago - Stars: 70 - Forks: 9
chrisfosterelli/physical-gradient-descent
Code for https://fosterelli.co/executing-gradient-descent-on-the-earth
Language: Python - Size: 36.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 69 - Forks: 11
m-clark/models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Language: R - Size: 26.2 MB - Last synced at: 10 days ago - Pushed at: over 4 years ago - Stars: 68 - Forks: 18
Lucifier129/simple-machine-learning-demo
simple machine learning demo
Language: JavaScript - Size: 25.4 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 65 - Forks: 3
airoldilab/sgd
An R package for large scale estimation with stochastic gradient descent
Language: C++ - Size: 2.03 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 62 - Forks: 18
bertini36/GMM
Variational Inference in Gaussian Mixture Model
Language: Python - Size: 98.9 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 56 - Forks: 16
hiroyuki-kasai/GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
Language: Matlab - Size: 14.8 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 56 - Forks: 25
DylanMuir/fmin_adam
Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
Language: Matlab - Size: 109 KB - Last synced at: 28 days ago - Pushed at: about 8 years ago - Stars: 56 - Forks: 24
pesoto/Text-Analysis
Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.
Language: Jupyter Notebook - Size: 461 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 54 - Forks: 29
daugaard/linear-regression
Linear regression implemented in Ruby.
Language: Ruby - Size: 71.3 KB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 53 - Forks: 7
schneider128k/machine_learning_course
Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)
Language: Jupyter Notebook - Size: 268 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 52 - Forks: 37
yangsenius/learning-to-learn-by-pytorch
"Learning to learn by gradient descent by gradient descent "by PyTorch -- a simple re-implementation.
Language: Python - Size: 70.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 52 - Forks: 15
RubixML/Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Language: PHP - Size: 617 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 22
perseus784/BvS
An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)
Language: Python - Size: 24.2 MB - Last synced at: 5 days ago - Pushed at: over 5 years ago - Stars: 51 - Forks: 21
EN10/CIFAR
CIFAR 10 image dataset
Language: Python - Size: 28.3 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 50 - Forks: 13
Rabbia-Hassan/Mathematics-for-Machine-Learning-and-Data-Science-Specialization-by-DeepLearning.AI
This repo has been created to share the solutions of all the quizzes and assignments of all three courses of this specialization.
Language: Jupyter Notebook - Size: 175 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 30
decile-team/jensen
A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)
Language: C++ - Size: 20.4 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 50 - Forks: 21
ivallesp/awesome-optimizers
Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)
Language: Jupyter Notebook - Size: 35.9 MB - Last synced at: 4 days ago - Pushed at: about 5 years ago - Stars: 50 - Forks: 11
philipphundertmark/simple-linear-regression-notebook
Simple demo of linear regression built with numpy in a jupyter notebook.
Language: Jupyter Notebook - Size: 171 KB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 46 - Forks: 42
bharathsudharsan/ML-MCU
Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Language: C - Size: 886 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 8
VincentGranville/Statistical-Optimization
Statistical optimization for AI and machine learning
Language: Python - Size: 22.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 45 - Forks: 13
Lyrichu/sopt
sopt:A simple python optimization library
Language: Python - Size: 619 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 45 - Forks: 13
shreyansh26/ML-Optimizers-JAX
Toy implementations of some popular ML optimizers using Python/JAX
Language: Python - Size: 10.7 KB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 44 - Forks: 2
perseus784/Multi-Robot_Exploration
This project shows the area division process in Multi-Agent exploration using Cyclic Gradient Descent and also how Cooperative Perceptional Messages are used in V2V communication to share information among agents in about the environment.
Language: Python - Size: 2.9 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 11
hiroyuki-kasai/SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Language: Matlab - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 41 - Forks: 27
arsenyturin/SGD-From-Scratch
Stochastic gradient descent from scratch for linear regression
Language: Jupyter Notebook - Size: 23 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 40 - Forks: 17
Meluiscruz/IA_Notebooks_de_Dot_CSV
Hola, en este repositorio encontrarás los cuadernos realizados en el canal Dot CSV.
Language: Jupyter Notebook - Size: 451 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 15
ahmedfgad/IntroDLPython
This repository is updated by a number of introductory projects to deep learning with Python.
Language: Python - Size: 453 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 39 - Forks: 6
fr3fou/gone
neural network library in go from scratch
Language: Go - Size: 185 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 38 - Forks: 2
somidad/mlat
2D or 3D multilateration in C++/C#/JS/Matlab/Python
Language: C# - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 36 - Forks: 13
Koukyosyumei/Gymbo
gradient-based symbolic execution engine implemented from scratch
Language: C++ - Size: 10.1 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 0
VuBacktracking/Coursera-Machine-Learning-Specialization
Contains Optional Labs and Solutions of Programming Assignment for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2023) by Prof. Andrew NG
Language: Jupyter Notebook - Size: 35.4 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 18
arthurdjn/nets
Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.
Language: Python - Size: 10.7 MB - Last synced at: 22 days ago - Pushed at: about 4 years ago - Stars: 34 - Forks: 4
SimpleArt/spsa
A simple implementation of SPSA with automatic learning rate tuning
Language: Python - Size: 220 KB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 0
thecml/dpsgd-optimizer
Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.
Language: Python - Size: 7.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 32 - Forks: 5
LoyumM/Mathematics-for-Machine-Learning-and-Data-Science-Specialization
Non-credit online course by DeepLearning.AI
Language: Jupyter Notebook - Size: 61.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 19
erenup/deeplearningbasics
深度学习数学、模型结构和基础应用
Size: 8.36 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 8
switchablenorms/AdaX
AdaX: Adaptive Gradient Descent with Exponential Long Term Momery
Language: Python - Size: 517 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 31 - Forks: 8
the-mrinal/ML-Notebook
Karma of Humans is AI
Language: Jupyter Notebook - Size: 87.2 MB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 21
noway/yagrad
yet another scalar autograd engine - featuring complex numbers and fixed DAG
Language: Python - Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 2
abeschneider/stem
Swift Tensor Extensions for Machine-learning
Language: Swift - Size: 651 KB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 26 - Forks: 2
nirum/descent
First-order optimization tools
Language: Python - Size: 780 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 5
hengluchang/visualizing_momentum
Visualizing Gradient Descent with Momentum in Python
Language: Python - Size: 7.81 KB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 11
umbertogriffo/Minimalistic-Multiple-Layer-Neural-Network-from-Scratch-in-Python
Minimalistic Multiple Layer Neural Network from Scratch in Python.
Language: Python - Size: 805 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 25 - Forks: 10
donutloop/machine-learning-research-papers
Collection of machine learning research paper references
Size: 55.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 24 - Forks: 3
aromanro/MachineLearning
From linear regression towards neural networks...
Language: C++ - Size: 250 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 24 - Forks: 0
aromanro/DFTQuantumDot
Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK
Language: C++ - Size: 226 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 24 - Forks: 10
shantanu1109/Coursera-DeepLearning.AI-Stanford-University-Machine-Learning-Specialization
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
Language: Jupyter Notebook - Size: 93.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 12
Zymrael/PortHamiltonianNN
Port-Hamiltonian Approach to Neural Network Training
Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: 26 days ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 10
harshraj11584/Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
Language: Python - Size: 58.6 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 6
doccstat/fastcpd
Fast Change Point Detection in R
Language: C++ - Size: 96.2 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 21 - Forks: 1
serengil/neural-networks-py
Core neural networks framework supporting to build multilayer perceptron
Language: Python - Size: 39.1 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 12
raklokesh/ReinforcementLearning_Sutton-Barto_Solutions
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
Language: Python - Size: 4.47 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 4
airPeter/Meta_SCMT
Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from current Local Periodic Approximation(LPA) based methods is that Meta_SCMT can achieve fullwave-level accuracy with much less computational resource.
Language: Python - Size: 23.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 2
Arko98/Gradient-Descent-Algorithms
A collection of various gradient descent algorithms implemented in Python from scratch
Language: Python - Size: 1.02 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 12
lettier/interactive-simple-linear-regression
A PureScript, browser-based implementation of simple linear regression.
Language: PureScript - Size: 3.2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 5
bimalka98/Computer-Vision-and-Image-Processing 📦
Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄
Language: Jupyter Notebook - Size: 333 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 8
Anwarvic/CS224n--NLP-with-Deep-Learning
This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018
Language: Jupyter Notebook - Size: 341 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 16
DuaneNielsen/cma-es
Demo of Covariance Matrix Adaptation, Evolutionary Strategy
Language: Python - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 3
bhattbhavesh91/gradient-descent-variants
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
Language: Jupyter Notebook - Size: 115 KB - Last synced at: 22 days ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 21
