Open Source Python Education Software - Page 22

The Scientific Visualization book is a freely available open-access textbook that introduces how to produce effective scientific visualizations using Python, focusing especially on leveraging the popular plotting library Matplotlib (and related tools). It goes beyond simple plotting tutorials and emphasizes design principles: how to choose colors, layout subplots, annotate graphs, and present data in a way that is both accurate and visually compelling. As such, it serves as a guide for researchers, data scientists, and academic authors who need to create publication-quality figures or explanatory graphics, rather than quick exploratory plots. It includes extensive examples that demonstrate best practices — for instance handling multiple subplots, combining line plots with scatter/density overlays, or rendering high-resolution vector graphics for print.

Scikit-learn Tutorial contains the materials for Jake VanderPlas’s introductory scikit-learn tutorial, originally used at major Python conferences. It provides a collection of notebooks that walk attendees from basic machine-learning concepts into practical modeling using the scikit-learn library. The tutorial covers data preparation, model fitting, evaluation, and common algorithms such as classification, regression, clustering, and dimensionality reduction. It is designed for people who already have a working Python environment and some familiarity with NumPy, SciPy, and Matplotlib. The repository specifies a clear list of dependencies so that participants can reproduce the environment used in the tutorial, and many downstream forks keep the content updated for newer versions of scikit-learn. Although the GitHub repository has been archived and is read-only, it is still a valuable snapshot of early, hands-on teaching material for scikit-learn and machine learning in Python.

Sandbox simulation game in which the player shapes terrain using weather effects. Developed as an educational tool to teach elementary and middle school students about the mechanics of erosion.

A Minor Project made in Python using Tkinter for frontend which fetches Data about Movies/TV-Series from an Online Database and uses the OMDB REST API and pyImdb to show Information about movies. Github : https://github.com/Cyborg117/Showtime

The MIDI Sight Reader Java Applet works again! To use it you should use Firefox with Java Applet Plug-in installed. Developed using Firefox 25.0.1 and Java 7, Update 51. So what is it? Well it scrolls random notes within a selected key, playing them aloud for audio confirmation, while you, the user, play the notes on your instrument. There is no MIDI interface, the name refers to MIDI because it uses the Java Midi API and organizes everything numerically, according to MIDI numbers. The application plays the notes aloud as they pass under the centerline of the application window. So you adjust the scrolling speed and time between new notes and then play each note before the application echos it back to you. It also scrolls guitar tablature, as can be seen in the video. The keyboard and guitar models are linked so that playing a note on the piano keyboard (clicking a key) causes the guitar neck to display all the locations of the same note on the guitar neck.

SimNetQ is a discrete simulator of waiting queues networks. It is initially the result of the diplom work of Laurent Burgbacher. It provides a graphical diagram editor, a graphical simulator and a statistical analysis module.

SimTor is an easy authoring tool for creating interactive simulations for application training. It supports the complete develepment-workflow. The deliverances of the tool are an xml-database, bitmaps and a flash-engine.

This is a simple spaced repetition flash card program. It is intended for daily use. You create the cards and learn them at your own pace. The program schedules them for review using a spaced repetition algorithm.

edef - A small simulation framework for logic circuits, autoregressive processes, digital controller circuits and many more. Also there is a GUI application, that integrates a simple development environment and a circuit editor.

This program written in Python is used for capture screenshot or raw data from a UNI-T digital storage oscilloscope.

SimpleElastix is an extension of SimpleITK that comes with the elastix C++ image registration library. This makes state-of-the-art medical image registration really easy to do in languages like Python, Java, C# and R.

see how new characters from random variation stabilize on the population if natural selection principles are applied

Free program for learning foreign languages using Supermemo algorithm for calculation of the interrepetition intervals. Snakememory is written in python and uses pygtk and pyglade libraries.

A free Spanish - English Translator for Linux. It will translate a phrase (via internet) or single word (built-in dictionary.) Has capability to learn new words and is smart enough to find plural and feminine words. Written using Python/GTK under GPL

A simple, easy-to-use program for conjugating spanish verbs in the console or in a snazzy GUI. Recognizes nearly all irregular verbs automatically and it\'s easy to add more. Works on any OS Python supports, including Windows and most unix-based systems.

SpeeD ReaD helps you to read faster and more efficiently. By minimizing subvocalization and saccades, you can process and comprehend the text you read much faster than with normal reading. First, subvocalization is the natural tendency for all of us to "hear" the words in our brains as we read. Think of it as reading out loud inside your head. But our minds do not need us to sound out the words we read - even inside our heads - in order to understand them. The words can be processed in a fraction of the time it takes us to sound them out. SpeeD ReaD forces you to simply comprehend words by sight. Additionally, as we read blocks of text on a screen or in a book, our eyes tend to vacillate between rapid movements (saccades), as we move to the next word, and stops, as we focus on a word. By showing each word in the same area of the screen, SpeeD ReaD eliminates those unnecessary eye movements. Try SpeeD ReaD today and find out how quickly you can read.

Improve your music note sight reading skills.

Spell Quest is a program designed to help elementary school students improve their spelling of English words and to track their progress toward that goal.

Welcome to Spinning Up in Deep RL! This is an educational resource produced by OpenAI that makes it easier to learn about deep reinforcement learning (deep RL). For the unfamiliar, reinforcement learning (RL) is a machine learning approach for teaching agents how to solve tasks by trial and error. Deep RL refers to the combination of RL with deep learning. At OpenAI, we believe that deep learning generally, and deep reinforcement learning specifically, will play central roles in the development of powerful AI technology. To ensure that AI is safe, we have to come up with safety strategies and algorithms that are compatible with this paradigm. As a result, we encourage everyone who asks this question to study these fields. However, while there are many resources to help people quickly ramp up on deep learning, deep reinforcement learning is more challenging to break into.

Springbots is a python application which takes a set of 2d physical structures built with nodes and movable springs and evolve them for specific tasks like walking, swimming and jumping using genetic algorithm.

This is a script to download a book from Springerlink in a nicely named folder with named chapter pdf-s. Example call for http://www.springerlink.com/content/ut18k333h375/?v=editorial is python downloadBookFromSpringerLink.py ut18k333h375 ./

Stackful is a web-based programming environment for beginners inspired by Hypercard. Users can create web pages live by dropping in page elements, positioning them, and writing the code behind them. Everyone should learn a little programming.

This software let's you hide text message's inside a image .

A program rövid üzeneteket tud elrejteni, kódolni latin nyelvű disztichonos versekben. Dekódolni is tudja az ilyen titkosított üzeneteket rejtő verseket. Ezen kívül véletlenszerűen is tud verseket generálni. Minden generált vers értelmes latin nyelvű költemény.

Explore Chinese. Application uses data structure with over 26,000 words/concepts and 8,300 characters.