Independent Science + Technology

Author: Wei-Meng Lee

Managing Python Packages Dependencies

Post date October 10, 2024
Post author By Wei-Meng Lee
Post categories In dependencies, package, pip, python, virtual-environment

Using Your Nvidia GPU with the Transformers Library

Post date October 8, 2024
Post author By Wei-Meng Lee
Post categories In cuda, GPU, hugging-face, nvidia, transformers

PandasAI — Leveraging on the Power of LLMs to work with Pandas DataFrames

Post date May 21, 2023
Post author By Wei-Meng Lee
Post categories In hugging-face, llm, openai, pandas, pandas-ai

AI Access Made Simple: LangChain’s Shortcut to OpenAI and Hugging Face Hub Models

Post date May 19, 2023
Post author By Wei-Meng Lee
Post categories In hugging-face-hub, langchain, llm, openai, prompttemplate

Training Your Own LLM using privateGPT

Post date May 19, 2023
Post author By Wei-Meng Lee
Post categories In chatgpt, gpt4all, llm, privacy, privategpt

Free Open Source Alternative to ChatGPT — GPT4All

Post date May 18, 2023
Post author By Wei-Meng Lee
Post categories In chatgpt, gpt4all, llm, open source, python

Sharing your Machine Learning or Deep Learning Projects with Users with Gradio

Post date May 16, 2023
Post author By Wei-Meng Lee
Post categories In deep-learning, gradio, machine-learning, pre-trained-model, web-based-ui

Barcode Scanning in Python

Post date May 8, 2023
Post author By Wei-Meng Lee
Post categories In barcode, opencv, qr-code, zbar

Detecting Emotions using Python

Post date May 8, 2023
Post author By Wei-Meng Lee
Post categories In emotions, facifier, opencv, python, webcam

Understanding the COCO Annotation Format for Object Detection

Post date May 4, 2023
Post author By Wei-Meng Lee
Post categories In annotations, coco, fastai, object-detection, segmentation

Huggingface — Object Detection using Pre-Trained Models

Post date May 1, 2023
Post author By Wei-Meng Lee
Post categories In detr-resnet-50, hugging-face, object-detection, pre-trained, transformers

Using the Whisper API to Transcribe Audio Files

Post date April 18, 2023
Post author By Wei-Meng Lee
Post categories In model, openai, transcribe, Translate, whisper-api

Loading JSON Files using DuckDB

Post date February 21, 2023
Post author By Wei-Meng Lee
Post categories In duckdb, JSON, ndjson, newline-delimited-json, sql

Interfacing ChatGPT with Python

Post date February 16, 2023
Post author By Wei-Meng Lee
Post categories In ai, api, chatgpt, openai, python

Importing CSV Into MySQL Databases

Post date December 8, 2022
Post author By Wei-Meng Lee
Post categories In csv, data-import-wizard, grafana, mysql, mysql-workbench

Virtualization on the Mac using UTM

Post date September 8, 2022
Post author By Wei-Meng Lee
Post categories In emulation, macos, utm, virtual-machine, virtualization

Creating Dynamic Auto-Updated Time Series using Grafana

Post date March 18, 2022
Post author By Wei-Meng Lee
Post categories In auto-updated, dynamic-chart, grafana, rest-api, simplejson

Plotting Choropleth Maps in Python

Post date February 13, 2022
Post author By Wei-Meng Lee
Post categories In choropleth, maps, mercator, orthographic, plotly

Minting Your Own ERC-20 Tokens in Ethereum

Post date January 10, 2022
Post author By Wei-Meng Lee
Post categories In coins, erc20, ethereum, payable, token

Visualization in Python — Creating Dynamic Time Series using matplotlib

Post date January 5, 2022
Post author By Wei-Meng Lee
Post categories In funcanimation, matplotlib, multiplelocator, rest-api, stock-price

Visualization in Python — Creating Word Cloud

Post date January 5, 2022
Post author By Wei-Meng Lee
Post categories In collocation, colormaps, masks, stop-word, word-cloud

Blockchain Series — How MetaMask Creates Accounts

Post date November 22, 2021
Post author By Wei-Meng Lee
Post categories In hash, keccak256, metamask, public-and-private-keys, sha-256

Blockchain Series — Getting Started with MetaMask

Post date November 19, 2021
Post author By Wei-Meng Lee
Post categories In blockchain, ether, ethereum, gas-fees, metamask

Using Environment Variables in Go

Post date November 2, 2021
Post author By Wei-Meng Lee
Post categories In env(), environment variables, export, golang, set

Understanding Interfaces in Go

Post date October 30, 2021
Post author By Wei-Meng Lee
Post categories In assertions, empty-interface, go, golang, interfaces

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