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Handling Data Type Mismatch between NumPy Arrays and PyTorch Tensors Handling Data Type Mismatch between NumPy Arrays and PyTorch Tensors
In NumPy, the default float data type is float64, also known as double precision. In PyTorch, the default float data typ
2023-06-12 data engineering
pytorch
How to access run information in databricks experiments using mlflow How to access run information in databricks experiments using mlflow
To use the client.list_run_infos() function from the mlflow package when talking to Databricks, you need to set up the D
2023-06-08 data engineering
databricks
AWS Lambda Warm-Up Strategies, Reserved vs. Provisioned Concurrency AWS Lambda Warm-Up Strategies, Reserved vs. Provisioned Concurrency
AWS Lambda is an excellent service for running serverless applications, allowing you to build highly scalable and cost-e
2023-06-08 data engineering
AWS
Dive into prompt engineering tricks under the LangChain Dive into prompt engineering tricks under the LangChain
In the previous blog, we discussed how to use agents in LangChain by thinking about which tool to use, and feed back res
2023-06-05 data engineering
langchain prompt engineering
Understanding the Difference Between Melt and Pivot in Pandas, Examples and Use Cases Understanding the Difference Between Melt and Pivot in Pandas, Examples and Use Cases
Pandas is a popular data manipulation library in Python that provides powerful tools for data analysis and transformatio
2023-06-03 data engineering
pandas melt pivot
how to install lightgbm on macOS how to install lightgbm on macOS
While installing lightgbm on macbook, i.e., try to do this “python3 -m pip install lightgbm”,I encounted the two follow
2023-06-03 data engineering
lightgbm
How to use absolute import path in python package How to use absolute import path in python package
In another blog, we discussed how to use relative import path as a better practice.However sometimes if we want to use a
2023-05-31 data engineering
python import
Organizing Your Python Project with Relative Imports Organizing Your Python Project with Relative Imports
Organizing a Python project with different levels and subdirectories can be tedious if absolute imports are used everywh
2023-05-30 data engineering
python import
How to have good prompt engeering with OpenAI, summary from Andrew NG's course How to have good prompt engeering with OpenAI, summary from Andrew NG's course
More and more people realize the importance of mastering prompting engeeing, this new way of coding using language (e.g.
2023-05-28 data engineering
openai prompt engeering
LangChain, chains and agents, a great piece of engineering work to facilitate prompt chaining LangChain, chains and agents, a great piece of engineering work to facilitate prompt chaining
According to the official site, LangChain is a framework for developing applications powered by language models. We beli
2023-05-27 data engineering
langchain
Understanding Class Parameters and Instance Attributes in Python Understanding Class Parameters and Instance Attributes in Python
Introduction:In object-oriented programming, Python offers powerful features for defining classes and creating objects w
2023-05-25 data engineering
python
Introducing Pynecone, A Full-Stack Python Web Framework Introducing Pynecone, A Full-Stack Python Web Framework
Pynecone is a comprehensive Python web framework that simplifies web app development from front-end to back-end and depl
2023-05-24 data engineering
python pynecone
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