ICT技術:ICT Technology

python

Overview of the Ornstein-Uhlenbeck process, its algorithm, and an example implementation

Overview of Ornstein-Uhlenbeck process The Ornstein-Uhlenbeck process is a type of stochastic process that can ...
python

Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) method

Overview of Limited-memory Broyden–Fletcher–Goldfarb–Shanno(L-BFGS)method The Limited-memory Broyden-Fletcher-G...
python

Example implementation of Recursive Advantage Estimation integrating Markov Decision Processes (MDPs) and reinforcement learning

Recursive Advantage Estimation integrating Markov Decision Processes (MDPs) and reinforcement learning Recur...
python

Overview of GraphRNN, algorithms and implementation examples

Overview of GraphRNN GraphRNN is a deep learning model that specialises in graph generation and is particu...
python

Score-based structural learning for BIC, BDe, etc.

Score-based structural learning for BIC, BDe, etc. Score-based structural learning methods such as BIC (Ba...
python

Overview of Hard Negative Mining and Examples of Algorithms and Implementations

Overview of Hard Negative Mining Hard Negative Mining will be a method that focuses on selecting difficult (har...
python

Overview of GNN-based recommendation techniques and related algorithms and implementation examples.

Overview of GNN-based recommendation technology Graphs are expressive and powerful data structures that ar...
アルゴリズム:Algorithms

Weight reduction of models through pruning, quantization, etc.

Weight reduction of models through pruning, quantization, etc. Model lightening is an important technique fo...
python

Sampling of Bayesian Networks

Sampling of Bayesian Networks Bayesian network sampling models the stochastic behavior of unknown variabl...
python

Newton-Raphson Method

Overview of Newton-Raphson Method The Newton-Raphson Method is one of the iterative methods for numerical solut...
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