Search Results for "idea" - Page 4
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Showing 154 open source projects for "idea"
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PythonRobotics
Python sample codes and textbook for robotics algorithms
...It covers practical topics such as localization, mapping, path planning, path tracking, control, SLAM, and autonomous navigation. The project is written to make each algorithm’s core idea easy to understand, rather than hiding the logic behind large frameworks. It keeps dependencies minimal so learners can focus on the math, implementation, and behavior of each robotics method. Visual examples and simulations help users see how algorithms move, estimate, plan, and react. PythonRobotics is especially useful for students, researchers, and engineers who want a hands-on reference for robotics fundamentals in Python. -
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Code Catalog in Python
Algorithms and data structures for review for coding interview
...The catalog format lets you scan for an example, copy it, and adapt it to your use case without wading through a large framework. It favors clarity over micro-optimizations so learners can grasp the idea before worrying about edge performance. Over time it becomes a personal cookbook of solutions you can remix across projects. This approach is especially helpful when you need a quick refresher on a technique you haven’t used in a while. -
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FOSS license
FOSS license and sentence token
...A license (both by-inclusion or by-reference) is a sequence of sentence-tokens. Sentence-tokens are generalized using one or more regular expressions. we propose an idea for license identification based on the analysis of each sentence in the license statement of a source code file. -
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Mirrorcast
Open Source Alternative to Chromecast, Mirror Desktop and Play media r
The idea is to replicate what Chromecast can do in regards to screen mirroring and streaming media to a remote display. Google chromes screen mirroring feature works well when used with a receiver such as Chromecast but this is a proprietary solution and audio does not work for desktop mirroring on some operating systems. At the moment, there is only a client for Debian/Ubuntu Operating systems and a server/receiver application for Raspberry pi. -
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Mixup-CIFAR10
mixup: Beyond Empirical Risk Minimization
mixup-cifar10 is the official PyTorch implementation of “mixup: Beyond Empirical Risk Minimization” (Zhang et al., ICLR 2018), a foundational paper introducing mixup, a simple yet powerful data augmentation technique for training deep neural networks. The core idea of mixup is to generate synthetic training examples by taking convex combinations of pairs of input samples and their labels. By interpolating both data and labels, the model learns smoother decision boundaries and becomes more robust to noise and adversarial examples. This repository implements mixup for the CIFAR-10 dataset, showcasing its effectiveness in improving generalization, stability, and calibration of neural networks. ... -
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LearningToCompare_FSL
Learning to Compare: Relation Network for Few-Shot Learning
LearningToCompare_FSL is a PyTorch implementation of the “Learning to Compare: Relation Network for Few-Shot Learning” paper, focusing on the few-shot learning experiments described in that work. The core idea implemented here is the relation network, which learns to compare pairs of feature embeddings and output relation scores that indicate whether two images belong to the same class, enabling classification from only a handful of labeled examples. The repository provides training and evaluation code for standard few-shot benchmarks such as miniImageNet and Omniglot, making it possible to reproduce the experimental results reported in the paper. ... -
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BlockSparse
Efficient GPU kernels for block-sparse matrix multiplication
The blocksparse repository provides efficient GPU kernels (TensorFlow custom ops) for block-sparse matrix multiplication and convolution operations. The idea is to exploit block-level sparsity — i.e. treat matrices or weight tensors as composed of blocks, many of which may be zero or unused — to save compute and memory when sparsity patterns are structured. This is particularly useful in models like Sparse Transformers, where attention matrices or intermediate layers may adopt block-sparse patterns to scale better. ... -
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A Complete Beginner's Guide to Django
A Complete Beginner's Guide to Django - Code Samples
...We’re going to explore all the basic concepts in great detail, from installation, and preparation of the development environment, models, views, templates, URLs to more advanced topics such as migrations, testing, and deployment. I wanted to do something different. A tutorial that would be easy to follow, informative and fun to read. That was when I came up with the idea to create some comics along the text to illustrate some concepts and scenarios. I hope you enjoy the reading! Django is a Web framework written in Python. A Web framework is a software that supports the development of dynamic Web sites, applications, and services. It provides a set of tools and functionalities that solves many common problems associated with Web development. -
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Retrieval-Based Conversational Model
Dual LSTM Encoder for Dialog Response Generation
Retrieval-Based Conversational Model in Tensorflow is a project implementing a retrieval-based conversational model using a dual LSTM encoder architecture in TensorFlow, illustrating how neural networks can be trained to select appropriate responses from a fixed set of candidate replies rather than generate them from scratch. The core idea is to embed both the conversation context and potential replies into vector representations, then score how well each candidate fits the current dialogue, choosing the best match accordingly. Designed to work with datasets like the Ubuntu Dialogue Corpus, this codebase includes data preparation, model training, and evaluation components for building and assessing dialog models that can handle multi-turn conversations. -
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radiustest
Radius client written in python
This is a flexible radius client. The main idea is to have a client which could be easily used to test different Radius servers. Client supports: - Radius PAP authentication - Multi thread (sniffing separated from sending) - Several Attribute Value Pairs (AVP) supported (nas-ip-address, service-type, nas-port-type, calling-station-id, called-station-id) - We can add new AVP easily - Flooding mode (performance/stress testing) - Accounting messages Client uses scapy library to send/receive packets. ... -
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Import from github_com
Python module finder/loader from github, like in golang
import_from_github_com is a playful yet practical experiment that lets you import Python modules directly from GitHub using an import-like mechanism. The idea is to remove the friction of “clone → install → import” when you just want to try out a single file or small repo. It hooks into Python’s import machinery so that when you reference a GitHub path, it fetches the code, stores it locally (often with caching), and makes it importable in the current environment. This is helpful for prototyping, teaching, or quickly exploring other people’s utilities without polluting your global site-packages. ... -
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Point Cloud Skinner for Blender
Python script (addon) for Blender to skin point cloud (verts to face).
...This is a Python script for Blender 2.6x or later and allows you to create a surface from just a cloud of vertices. You can get a complete 3D mesh with faces on it out of just a point cloud that has only vertices and no faces. Please watch the video to get the idea of what the script can do for your artwork. Features: This script, Point Cloud Skinner can skin a cloud of vertices, which means to create a 3D surfaced mesh out of just a cloud of vertices that has no faces. It can skin any shapes of point clouds, such as a surveyed geography point cloud that represents a landform somewhere, a fluid volumetric point cloud obtained by numerical fluid simulation, or anything you like. ... -
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superboucle
Loop based software with jack transport, record and midi controllable
...Typical usage : * You need to control jack transport with external midi device and want a button to jump to a specified location in song. * You have some instruments patterns but you have no idea of song structure. * You make live performance with pre-recorded instruments. -
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ODS3 Virtual Machine Challenge
Virtual Machine Image To Test Penetration Skills
The ODS3 Virtual Machine Challenge are downloadable images that can be run as VMWare or VirtualBox instances. The Idea behind the challenge is to test and exercise web application penetration testing in a controlled environment. These images are great for cyber security students, penetration testers and hobbyist. Care should be taken if installed on an Internet access host as the application are purposely vulnerable to attack and exploitation. -
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pyWeb Literate Programming Tool
Literate Programming in pure Python
pyWeb is a Literate Programming tool that will work with any markup language and any programming langauge. The idea is to allow you to create great documentation with as constraints or limitations. -
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Pytonis Universalis - Shmup
A ridiculously simple spaceship shoot 'em up game written in Python
Pytonis Universalis (name is still WIP) is a simple shoot 'em up. It is written completely in Python and uses Pygame so the code is as accessible as possible for others to inspect. The idea should be easy enough for anyone to understand: try to avoid running into flying saucers and their laser beams by shooting them down before they shoot you down. Every time you destroy a flying saucer you get points. Points are nice, you want them. -
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Hierarchical cluster engine HCE
Hierarchical Cluster Engine project
The main idea of this project – to implement the solution that can be used to: construct custom network mesh or distributed network cluster structure with several relations types between nodes, formalize the data flow processing goes from upper node level central source point to down nodes and backward, formalize the management requests handling from multiple source points, support native reducing of multiple nodes results (aggregation, duplicates elimination, sorting and so on), internally support powerful full-text search engine and data storage, provide transactions-less and transactional requests processing, support flexible run-time changes of cluster infrastructure, have many languages bindings for client-side integration APIs in one product build on C++ language... ... -
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...Smith" are not calculated as 2 sentences, which means that the good parser must be language dependent. I am also providing a list of all English abbreviations with the code. You can always tweak the code to get a nicer output, but the main idea is still there, and completed with this little program.
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TestFarm is a client-server Python app that allows monitoring the stability and efficiency of a devel project by performing continuous builds and tests in multiple platforms. The overall idea is based on Tinderbox. With a simpler and extensible approach.
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SRCalc
An accessible calculator designed for Microsoft Windows Systems.
SRCalc is an accessible calculator for Microsoft Windows, with the purpose to make an accessible advanced calculator. Now the application is very simple, but the main idea is extends your functionality. SRCalc supports jaws and NVDA screen readers, providing shorcuts to the more important functions and modifying some GUI elements for the screen readers. -
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Laboratory notebook using version control system and independent date-time stamping (as notarization), in order to ensure record accountability, auditing, and conforming to US FDA 21 CFR 21's rule on electronic records. Please kindly rate this application or drop me an email at [ mauriceling AT acm DOT org ] so that I can hear from you. Otherwise, I have no idea who the users are. Please kindly help.
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candleeggs
provides a natural language interface to Python
The problem with even high level programming languages is that they don't allow users who have no interest in programming safe access to the services their os/device combination provides. The idea is to let any user talk to or type into their device and without any knowledge of the physicality or design currently necessary to use their device fully, be able to do just that. This thing will try to follow the GNU toolchain model, using functions that are unique objects and can be glued together by the overriding system, as well as my knowledge of teaching and linguistics to provide a simple, enjoyable interface to allow chimps in a zoo to get what they want out of their devices. ... -
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Solarstorm
A rethinking of the Operating System Ecosystem.
This is the fifth or sixth generation of this idea, the big difference being that we have written some bootloader code and have started mapping out the kernel layout and structure. We have decided upon a core programming language for the kernel, and the core language for almost everything else. With a focus on isolating the MAJOR kernel features from the system itself, in what until now has remained research only instances, we hope to create a fully functioning exokerne. -
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paranoia auto-backup
paranoia,auto-backup,libre, free, gnu/gpl3
-- ENGLISH -- "PARANOIA AUTO-BACKUP" try to save data periodically added by the user. The idea of this program is to prevent the loss of important data that can be removed easily, making a backup (compressed as Tarball .tgz) each a definite time. It also has other settings for the best adaptation to their circumstances [09 - 27 - 2012] For debugging, optimization and changes in the program functions will be rewritten from 0. -
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Pyama
Open Source System and Network Monitoring for Linux Desktop
Open Source system and network monitoring application for desktop Linux user. It gives end-user broader view of what happening on their system. The basic idea is give linux user application that can monitor system like many commercial antivirus HIDS.
