MachineLearning

How to load storage_context in llama-index using Redis as backend, and to load llama-index

1 min read

MachineLearning

How to load storage_context in llama-index using Redis as backend, and to load llama-index

kevin-tofu September 18, 2023

Load storage_context from Redis Config is here The easiest way to launch Redis is here. Load llama-index...

How to create a service-context on Llama-Index

1 min read

MachineLearning

How to create a service-context on Llama-Index

kevin-tofu September 16, 2023

Member Variables in ServiceContext The function to return a SeviceContext

Image Domain Adaptation using OptimalTransport using POT library

3 min read

Culture

Image Domain Adaptation using OptimalTransport using POT library

kevin-tofu September 8, 2023

POT library and its examples Optimal Transport is one promising algorithm for handling data distributions. It provides...

Neural Search Example using Qdrant

2 min read

MachineLearning

Neural Search Example using Qdrant

kevin-tofu August 16, 2023

Neural Search Code Example The vector search using embedding is sometimes so called Neural Search. Here shows...

Efforts to Accelerate Computations with SAM

2 min read

MachineLearning

Efforts to Accelerate Computations with SAM

kevin-tofu August 6, 2023

Segment Anything Segment Anything is a foundation model that literally segments various objects. You can obtain segmented...

The Concept of Optimal Transport

4 min read

MachineLearning

The Concept of Optimal Transport

kevin-tofu June 22, 2023

Why Optimal Transport? Cross-Entropy: This is a measure used to quantify the difference between two probability distributions....

The idea of (Guided-) Grad-Cam, Simple Expain

1 min read

MachineLearning

The idea of (Guided-) Grad-Cam, Simple Expain

kevin-tofu April 28, 2023

https://arxiv.org/pdf/1610.02391 (Guided) Grad-CAM is a technique for improving the interpretability of deep learning models for image classification,...

How to load storage_context in llama-index using Redis as backend, and to load llama-index

How to create a service-context on Llama-Index

Image Domain Adaptation using OptimalTransport using POT library

Neural Search Example using Qdrant

The potential for business expansion of open-book question-answering applications highlighted by a paper, Language Models are Few-Shot Learners

Efforts to Accelerate Computations with SAM

The Concept of Optimal Transport

Survey: Machine Learning with Quantum Computers

The idea of (Guided-) Grad-Cam, Simple Expain

Interesting gimmick of diffusion process for training diffusion models

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