python Newton-Raphson Method
Overview of Newton-Raphson Method
The Newton-Raphson Method is one of the iterative methods for numerical solut...
プログラミング言語:Programming Language
python python UMAP (Uniform Manifold Approximation and Projection)
UMAP (Uniform Manifold Approximation and Projection)
UMAP is a nonlinear dimensionality reduction method for hi...
python Overview of services that model each stage of the manufacturing process using GNNs to optimise the design and operation of production lines.
Overview of services that model each stage of the manufacturing process using GNNs to optimise the design a...
python Overview of Stochastic Gradient Hamiltonian Monte Carlo (SGHMC), its algorithm and examples of implementation
Stochastic Gradient Hamiltonian Monte Carlo（SGHMC）
Stochastic Gradient Hamiltonian Monte Carlo (SGHMC) is a typ...
python Trust Region Method
Overview of Trust Region Method
The Trust Region Method is one of the optimization algorithms for solving nonli...
python LLE (Locally Linear Embedding)
LLE (Locally Linear Embedding)
Locally Linear Embedding (LLE) is a nonlinear dimensionality reduction algorithm...
python Overview of services that model the properties and structure of materials using GNNs to design new materials and predict their properties.
Overview of services that model the properties and structure of materials using GNNs to design new material...
python Overview of Quantization-Aware Training and Examples of Algorithms and Implementations
Quantization-Aware Training Overview
Quantization-Aware Training (QAT) is a training method for effectively ...
python Overview of Forward Inference in Bayesian Networks
Overview of Forward Inference in Bayesian Networks
Forward Inference in Bayesian networks (Forward Inferen...
python The modified Newton method
Overview of Modified Newton Method
The Modified Newton Method is an algorithm developed to improve the regular ...