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Demystifying the Black Box, Tools and Methods for Model Explainability in Machine Learning Demystifying the Black Box, Tools and Methods for Model Explainability in Machine Learning
Model explainability refers to the ability to understand and interpret the decisions made by machine learning models. It
2023-05-29 data science
model explainability
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
Protecting Your API Endpoint in Frontend Applications Protecting Your API Endpoint in Frontend Applications
Introduction:When developing frontend applications, it is common to interact with API endpoints to retrieve or send data
2023-05-23 data engineering
frontend
How to Handle Long Running Tasks in FastAPI with Callbacks How to Handle Long Running Tasks in FastAPI with Callbacks
In this blog, we will explore handling long-running tasks in FastAPI while allowing users to receive notifications once
2023-05-22 data engineering
python fastapi
use chatgpt with pandas in python use chatgpt with pandas in python
Pandas AI is a Python library that enhances Pandas, a widely used tool for data analysis and manipulation, by incorporat
2023-05-22 data engineering
pandasai
Getting Started with Docker and Docker Compose on Ubuntu Getting Started with Docker and Docker Compose on Ubuntu
Docker and Docker Compose are powerful tools that facilitate containerization and the management of multi-container appl
2023-05-21 data engineering
docker docker compose
Understanding Squeeze and Unsqueeze in PyTorch Understanding Squeeze and Unsqueeze in PyTorch
When working with tensors in PyTorch, you may encounter situations where you need to modify the shape of your tensors by
2023-05-19 data science
pytorch squeeze unsqueeze
How to setup a simple proxy server using fastapi How to setup a simple proxy server using fastapi
Following code shows how to set up a simple proxy server using fastapi. from fastapi import FastAPI, Requestfrom fastapi
2023-05-17 data engineering
fastapi proxy server
Predicting Stock Prices with PyTorch Transformer, a demo of using dummy data Predicting Stock Prices with PyTorch Transformer, a demo of using dummy data
Predicting stock prices is a challenging task that has attracted the attention of researchers and practitioners alike. W
2023-05-15 data science
pytorch transformer
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