Multi-Task Gaussian Process
About Multi-Output(MOGP) and Multi-Task(MTGP) In BoTorch document, it mentions that the multi-task and multi-output gaussian processes are difference. The MOGP…
July 2024
kevin-tofu The usage of getattr from module in Python
import GPy # the name of kernel kernel_name = 'Matern32' # get class from module kernel_class = getattr(GPy.kern, kernel_name) #…
Post all files to specified directory via FTP using ftplib Python
import os import ftplib import glob import config from logging import getLogger, StreamHandler, Formatter, DEBUG, INFO logger = getLogger("FTP-client") logger.setLevel(INFO)…
Specify Python Root Directory
Specifying the Python root directory is good to set in order to clarify which directory is root. And it helps…
Call Celery functions via broker
Run Celery Worker Call function from Publisher thru broker Kill the process from broker
Comparison between TPE / BO / GA
About Finding optimum solution in black box functions can be essential techniques in technology field. For that purpose, many approaches…
How to Set index_id and Insert Documents as Nodes in Llama-Index
Set Information Id and Summary Convert Documents with Nodes, and Insert thoes
What actually Convolution Layers are doing
About In the realm of image processing and computer vision, efficiency is paramount, especially when dealing with high-dimensional data in…
GraphRAG with Llama-Index
About Reference https://www.microsoft.com/en-us/research/project/graphrag/ https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/cookbooks/GraphRAG_v1.ipynb
Note: Attention Mechanism
About The Transformer model, incorporating an attention mechanism, has reached a peak of prosperity. It is widely used not only…