ICT技術:ICT Technology

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...
2024.11.26
pythonアルゴリズム:Algorithmsベイズ推定微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics線形代数:Linear Algebra
python

Trust Region Method

Overview of Trust Region Method The Trust Region Method is one of the optimization algorithms for solving nonli...
2024.11.25
pythonアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning
IOT技術:IOT Technology

Generate a unique ID

Unique ID A unique ID (Unique Identifier) is a unique, non-duplicate number or string of characters assigned t...
2024.11.23
IOT技術:IOT Technologyweb技術:web technologyコンピューター
python

LLE (Locally Linear Embedding)

LLE (Locally Linear Embedding) Locally Linear Embedding (LLE) is a nonlinear dimensionality reduction algorithm...
2024.11.22
pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning
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...
2024.11.21
pythonアルゴリズム:Algorithmsグラフ理論シミュレーション化学機械学習:Machine Learning深層学習:Deep Learning物理生物
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 ...
2024.11.20
pythonアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning
python

Overview of Forward Inference in Bayesian Networks

Overview of Forward Inference in Bayesian Networks Forward Inference in Bayesian networks (Forward Inferen...
2024.11.19
pythonアルゴリズム:Algorithmsベイズ推定機械学習:Machine Learning
python

The modified Newton method

Overview of Modified Newton Method The Modified Newton Method is an algorithm developed to improve the regular ...
2024.11.18
pythonアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning
python

t-SNE (t-distributed Stochastic Neighbor Embedding)

t-SNE (t-distributed Stochastic Neighbor Embedding) t-SNE is one of the nonlinear dimensionality reduction algo...
2024.11.15
pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning
python

Overview of services that use GNNs to model product characteristics and functions and predict market response and demand fluctuations

Overview The service on modelling product characteristics and functions and predicting market reactions an...
2024.11.14
pythonアルゴリズム:Algorithmsグラフ理論ビジネス:Business時系列データ解析機械学習:Machine Learning深層学習:Deep Learning
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