NumPy
Pandas
Scikit-learn
OpenCV
Dataiku
Exploratory
htm.java
Figure Eight
ipgeolocation.io
ipinfo.io
ipstack
ipapi
ipdata.co
ipwhois.io
IP-API.com
IP2Location
IPGeolocation.io is a complete IP intelligence platform that helps businesses turn any IPv4 or IPv6 address into accurate location, network, security, and user context data. Its IP Location API provides real-time country, city, state or province, ZIP/postal code, latitude and longitude, timezone, current local time, currency, language, country calling code, ISP, company, network, and domain-related details in developer-friendly JSON and XML formats over HTTPS.
Beyond basic IP geolocation, IPGeolocation.io offers a growing suite of APIs for fraud prevention, cybersecurity, personalization, analytics, compliance, and network intelligence. The platform includes an ASN API for autonomous system, route, organization, peer, upstream, and downstream data; an IP Security API for VPN, proxy, Tor, relay, bot, spam, cloud provider, anonymous traffic, known attacker, and threat score detection; and an Abuse Contact API to retrieve abuse reporting contacts for suspicious IP ranges.
IPGeolocation.io also supports live VPN and proxy detection, helping businesses identify anonymized traffic during signups, logins, payments, live chats, referral programs, and other high-risk user actions. Additional APIs include Timezone API, Astronomy API, User-Agent API, bulk IP lookup, hostname and domain lookup, and downloadable IP intelligence databases for teams that need high-volume enrichment or offline processing.
With free and paid plans, IPGeolocation.io is suitable for developers, SaaS platforms, cybersecurity teams, adtech companies, ecommerce businesses, fintech apps, and enterprises that need reliable IP geolocation, threat intelligence, abuse detection, ASN data, and real-time decisioning from a single platform.
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Unmatched integration with ML/AI ecosystems through NumPy, TensorFlow, and PyTorch. - Source: dev.to / 9 months ago
The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages Familiarity with Python as a language is assumed; if you need a quick introduction to the language itself, see the free companion project, Aโฆ. - Source: dev.to / 10 months ago
AI starts with math and coding. You donโt need a PhDโjust high school math like algebra and some geometry. Linear algebra (think matrices) and calculus (like slopes) help understand how AI models work. Python is the main language for AI, thanks to tools like TensorFlow and NumPy. If you know JavaScript from Vue.js, Pythonโs syntax is straightforward. - Source: dev.to / 12 months ago
The AI Service will be built using aiohttp (asynchronous Python web server) and integrates PyTorch, Hugging Face Transformers, numpy, pandas, and scikit-learn for financial data analysis. - Source: dev.to / over 1 year ago
This library provides functions for working in domain of linear algebra, fourier transform, matrices and arrays. - Source: dev.to / almost 2 years ago
IP Geolocation โ IP Geolocation API - Forever free plan for developers with 30k requests per month (1k/day) limit. - Source: dev.to / over 2 years ago
I wouldn't be trying to do this by scraping. Instead, just use an API: https://ipgeolocation.io/. Source: over 3 years ago
Https://ipgeolocation.io/ I run my own DNS server, so query processing would not be the problem. Source: over 3 years ago
IP Geolocation โ IP Geolocation API - Forever free plan for developers with 30k requests per month (1k/day) limit. - Source: dev.to / over 3 years ago
Getting a user's location from their IP should be possible with something like this https://ipgeolocation.io/ (free for up to 1000 requests per day which my puny website will never get). Latitude + longitude data from this service could be used to place the location dot accurately on the globe, although I'd have to look more into the math aspect of that before. This will probably be one of the harder parts to... Source: almost 4 years ago
Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.
ipinfo.io - Simple IP address information.
Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.
ipstack - ipstack is a free, real-time IP address to location JSON API and database service supporting IPv4 and IPv6 lookup.
OpenCV - OpenCV is the world's biggest computer vision library
ipapi - Web analytics with IP address lookup and location API