30 Challenging Open Source Data Science Projects to Ace in Sneha Jain, December 19, Article. Video Book. Overview. Check out our pick of the 30 most challenging open-source data science projects you should try in We cover a broad range of data science projects, including Natural Language Processing (NLP), Computer Vision, and much more. All of these data science projects are open source – so each comes with downloadable code and walkthroughs. Introduction. When was the last time you took up a data science project outside your work?. Еще до недавнего времени все потуги в области Open Source Hardware исходили либо от любителей, которым не терпится собственными руками заниматься изготовлением различного оборудования и сборкой устройств, либо от индивидуальных профессионалов, которые шутки не шутят, но все так же работают на крупнейшие корпорации, помогая им краудсорсить чьи-то мысли в собственные коммерческие наработки.  Вдохновленные преимуществами свободной разработки, ученые решили попытаться использовать ту же модель с целью развития железа, преимущественно — для сложных систем, вроде того же Коллайдера. Конечно, нельзя ничего. The report allows the open source hardware world to collectively identify what is working, share insights, and rally around shared challenges. It distills lessons learned and describes the collective understanding of the state of open source hardware.  I’ve also created many and certified some of my own open hardware projects and motivated others in my local community to do the same by giving talks and workshops. Since covid I helped organise atleast one virtual meetup locally without any miss which gave me a good exposure of virtual new normal technical meetups m programs. In particular, I would like to grow the visibility of OSHWA in the chip design community where open source is starting to gain acceptance. That growth is a testament to the viability of the idea of open source hardware. The wealth of networks, the open source hardware projects 2020 12 of knowledge, revolutionary wealth — all can create a nonzero win-win Earth that works 0220 one hundred percent of humanity. Katherine Scott. During my PhD I contributed to the creation of Bela, an open source platform for embedded audio processing.

We share our hacks online and at meet ups because we become better farmers when we work together. Designed to be downloaded and made locally, Opendesk furniture is fast, affordable, sustainable and made on demand, just for you. Arduino is an open-source electronics platform based on easy-to-use hardware and software.

Arduino has been used in thousands of different projects and applications. Arduino boards are able to read inputs — light on a sensor, a finger on a button, or a Twitter message — and turn it into an output — activating a motor, turning on an LED, publishing something online. Also check out Local Motors , another community of enthusiasts building cool machines together.

Project Ara is the codename for an initiative by Google that aims to develop an open hardware platform for creating highly modular smartphones. RepRap takes the form of a free desktop 3D printer capable of printing plastic objects. Since many parts of RepRap are made from plastic and RepRap prints those parts, RepRap self-replicates by making a kit of itself — a kit that anyone can assemble given time and materials.

OpenKnit is an open-source, low cost, digital fabrication tool that affords the user the opportunity to create his own bespoke clothing from digital files. Starting from the raw material, the yarn, and straight to its end use, a sweater for example, in about an hour. Designing and producing clothes digitally and wearing them can now happen in the very same place, rewarding the user with the ability to make decisions regarding creativity and responsibility.

Controllable by smartphone or tablet. OpenROV is an open-source, low-cost underwater robot for exploration and education.

This is the full-featured, open-source multicopter UAV controller that won the Sparkfun and Autonomous Vehicle Competition dominating with the top five spots. A team of developers from around the globe are constantly improving and refining the performance and capabilities of Copter. The aim of the Open Hand Project is to make robotic prosthetic hands more accessible to amputees.

If all of us keep feeding our energy into the current system of Big Ag, Big Finance and Big Consumption, nothing will change. But if more people withdraw their consent and build their own, local alternatives, things will change.

Open Source is a great example of this. Permaculture is another example. As entrepreneur and permaculture teacher David Blume, writes:. Around the world people are demonstrating that, not only are there alternatives, there are alternatives that allow us all to take care of each other and the rest of the species we live with, and to direct surpluses from our designs back to this care.

These are the three main tenets of Permaculture design. Updated Feb 4, Verilog. Quasar 1. Updated Mar 22, Scala. This is the repository for the flypi project. Updated Jul 28, C. Star 8. Epi: An Open Humanoid Platform. Updated Mar 29, Star 7. Updated Jun 23, Java. Open source radio astronomy hardware.

Updated Oct 13, Star 6. Updated Jun 28, Updated Jan 2, Star 5. Updated Mar 31, Eagle. Updated Jan 20, Improve this page Add a description, image, and links to the open-source-hardware topic page so that developers can more easily learn about it.

What I love about the open source hardware community is how open designs can travel around the world and be used, studied, and re-mixed, by other wonderful nerds. To that end, July saw the first project certified from the tiny African island nation of Mauritius. What stood out to me about this project was that it has a USB-C connection which is uncommon for arduino clone boards and that it was created entirely in KiCad.

The board also has a really slick Dodo bird silkscreen to distinguish itself as a product of Mauritania the birds used to live on the island. When we talk about open hardware most people think about electronic things like circuit boards and perhaps the stray CAD model for a 3D printer project, but really open hardware can be just about any physical object. For that reason I was really excited to see what to my knowledge is the first certified piece of furniture, a simple planting bench.

I am an avid gardener and a planting bench can be a real back saver when you are mixing up that perfect batch of orchid mix. What I like about this project is that it is a starting point for a discussion about how we should document, record, and share woodworking projects.

The author does a great job of diagraming out the design and the materials. What seems to be missing are the instructions on how the whole thing goes together i. What are the sub-assemblies? We would love some feedback from the woodworking community on documentation best practices. If you have thoughts on how best to document these kinds of projects please feel free to drop us a line. Our last project touches on a subject that many makers find both very interesting and very difficult to approach: FPGAs.

This FPGA is very hacker friendly as it has an open tool chain and sports a 0. This particular development board mates with a RaspberyPi so it can be programmed and tested remotely for easier application development.

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