YelamanBaidol

free-programming-books

:books: Freely available programming books

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

gpt4free

The official gpt4free repository | various collection of powerful language models

bloop

bloop is a fast code search engine written in Rust.

highlight

highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.

full-speed-python

Full Speed Python: a book for self-learners

py4e

Web site for www.py4e.com and source to the Python 3.0 textbook

WebPlotDigitizer

Computer vision assisted tool to extract numerical data from plot images.

LibgenDesktop

ipython-sql

%%sql magic for IPython, hopefully evolving into full SQL client

NOC-S17-2-Intelligence-Learning

Syllabus for Part 2 of Nature of Code: "Intelligence and Learning" at ITP Spring 2017 Edit

soilDB

soilDB: Simplified Access to National Cooperative Soil Survey Databases

Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science

Repository For Codes And Concept Taught in Udemy Course

stats_for_soil_survey

S4SS: Statistics for Soil Survey

rosetta-soil

Implementation of the Rosetta pedotransfer function model for predicting unsaturated soil hydraulic parameters.

artificial_neural_networks_and_deep_learning

A 7 week introductory course to Deep Learning

rosettaPTF

R frontend for the Python rosetta-soil module. Uses {reticulate} to wrap the Rosetta pedotransfer functions and provide unsaturated soil hydraulic parameter estimates from basic soil properties.

Artificial-Intelligence

This course covers fundamental artificial intelligence and machine learning techniques useful for developing intelligent software tools to support engineering design and other engineering activities. The computational techniques covered include: search, constraint satisfaction, probability, data mining, pattern recognition, neural networks, optimization, and evolutionary computation. The course will examine both the theory behind these techniques and the issues related to their efficient implementation. The application of the techniques to engineering tasks, such as design representation and automation will be explored.

sda-lib

Soil Data Access is the name of a suite of web services and applications whose purpose is to meet requirements for requesting and delivering soil survey spatial and tabular data that are not being met by the current Web Soil Survey and Geospatial Data Gateway websites.