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TDF team is proud to propose for free download the scikit-learn library adapted for LabVIEW in open source. LabVIEW developer can now use our library for free as simple and efficient tools for predictive data analysis, accessible to everybody, and reusable in various contexts. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy from the famous scikit-learn Python library. Coming soon, our team is working on the « HAIBAL Project », deep learning library written in native LabVIEW, full compatible CUDA and NI FPGA. But why deprive ourselves of the power of ALL the FPGA boards ? No reason, that's why we are working on our own compilator to make HAIBAL full compatible with all Xilinx and Intel Altera FPGA boards. HAIBAL will propose more than 100 different layers, 22 initialisators, 15 activation type, 7 optimizors, 17 looses. As we like AI Facebook and Google products, we will of course make HAIBAL natively full compatible with PyTorch and Keras. Sources are available now on our GitHub for free : https://www.technologies-france.com/?page_id=487

How Software Companies Die – Orson Scott Card The environment that nurtures creative programmers kills management and marketing types - and vice versa. Programming is the Great Game. It consumes you, body and soul. When you're caught up in it, nothing else matters. When you emerge into daylight, you might well discover that you're a hundred pounds overweight, your underwear is older than the average first grader, and judging from the number of pizza boxes lying around, it must be spring already. But you don't care, because your program runs, and the code is fast and clever and tight. You won. You're aware that some people think you're a nerd. So what? They're not players. They've never jousted with Windows or gone hand to hand with DOS. To them C++ is a decent grade, almost a B - not a language. They barely exist. Like soldiers or artists, you don't care about the opinions of civilians. You're building something intricate and fine. They'll never understand it. Beekeeping - Here's the secret that every successful software company is based on: You can domesticate programmers the way beekeepers tame bees. You can't exactly communicate with them, but you can get them to swarm in one place and when they're not looking, you can carry off the honey. You keep these bees from stinging by paying them money. More money than they know what to do with. But that's less than you might think. You see, all these programmers keep hearing their fathers' voices in their heads saying "When are you going to join the real world?" All you have to pay them is enough money that they can answer (also in their heads) "Jeez, Dad, I'm making more than you." On average, this is cheap. And you get them to stay in the hive by giving them other coders to swarm with. The only person whose praise matters is another programmer. Less-talented programmers will idolize them; evenly matched ones will challenge and goad one another; and if you want to get a good swarm, you make sure that you have at least one certified genius coder that they can all look up to, even if he glances at other people's code only long enough to sneer at it. He's a Player, thinks the junior programmer. He looked at my code. That is enough. If a software company provides such a hive, the coders will give up sleep, love, health, and clean laundry, while the company keeps the bulk of the money. Out of Control - Here's the problem that ends up killing company after company. All successful software companies had, as their dominant personality, a leader who nurtured programmers. But no company can keep such a leader forever. Either he cashes out, or he brings in management types who end up driving him out, or he changes and becomes a management type himself. One way or another, marketers get control. But...control of what? Instead of finding assembly lines of productive workers, they quickly discover that their product is produced by utterly unpredictable, uncooperative, disobedient, and worst of all, unattractive people who resist all attempts at management. Put them on a time clock, dress them in suits, and they become sullen and start sabotaging the product. Worst of all, you can sense that they are making fun of you with every word they say. Smoked Out - The shock is greater for the coder, though. He suddenly finds that alien creatures control his life. Meetings, Schedules, Reports. And now someone demands that he PLAN all his programming and then stick to the plan, never improving, never tweaking, and never, never touching some other team's code. The lousy young programmer who once worshiped him is now his tyrannical boss, a position he got because he played golf with some sphincter in a suit. The hive has been ruined. The best coders leave. And the marketers, comfortable now because they're surrounded by power neckties and they have things under control, are baffled that each new iteration of their software loses market share as the code bloats and the bugs proliferate. Got to get some better packaging. Yeah, that's it. Originally from Windows Sources: The Magazine for Windows Experts, March 1995

Hi Lavans I'm working on releasing our Medulla ViPER Dependency Injection Framework to the community as an open source project. ViPER has been a labor of love that I have been working on for close to 8 years. The motivation to develop ViPER was to reduce the cost, time and frustration involved in deploying test systems in highly regulated industries such as medical device manufacturing. The big problem that ViPER solves is that change does not require you to perform a full top to bottom verification of the system, only the new or changed component needs to be verified. We used ViPER at Cochlear to test implants and sound processors and is the standard architecture used within the enterprise. ViPER was also used to develop a system to parallel test up to 100 Trophon 2 units simultaneously for Nanosonics by implementing a Test Server running on an NI Industrial Controller. HMI Clients were implemented on tablets for operators, engineers and admins. Although ViPER is useful for test its not used just for test systems, you can build any system with ViPER. ViPER is a plugin architecture, it implements a recursive factory creator that injects pre-built (and verified) components into a system at runtime defined by a Object Definition Document. ViPER can build rich and deep object hierarchies, even inject into ancestors as well. Components include soft front panels and attribute and configuration viewer and are built on GDS4 class architecture. ViPER systems are also slim and efficient because they are not carrying around redundant classes in their builds that may or may not be needed. ViPER includes an Object Editor that allows you to create or edit the Object Definition Document but is also a useful engineering tool allowing you to navigate the object hierarchy, configure and launch Soft Front Panels for any sub objects. Included is a Project template that allows you to create your own ViPER Components. I presented ViPER the GLA Summit last year and to the Sydney LabVIEW User Group, I've posted the Video of the presentation on LinkedIn, I'm keen to find a few gurus to have play with it before I release it. ViPER: A Dependency Injection Framework for LabVIEW Cheers Kurt