open source models

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The Emergence of Artificial Intelligence And Why Open Source Matters

Sharing knowledge and sharing code has always been a key driver for innovation in Artificial Intelligence. Researchers have gathered together since AI was established as a field to develop and advance novel techniques, from Natural Language Processing to Artificial Neural Networks, from Machine Learning to Deep Learning. The Open Source community has played a key role in advancing AI and bringing it to solve real-world problems. Libraries and frameworks like TensorFlow, PyTorch, Keras, and Scikit-learn, for example, have allowed researchers and data scientists to study and make use of AI.

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What Does it Mean to Have an Open Mindset?

Successful companies are those that grow and expand. But bigger companies often need more managers. Excessive layers of management can instill cumbersome bureaucracy in a company, and bureaucracy can become a significant problem for companies when it can causes wasteful resource allocation, decreases productivity, and decelerates innovation. We can observe that open thinking can challenge or overcome potential problems of bureaucracy. Even if your company isn't a software company, it's still possible to adopt the mindset prevalent in free and open source software communities and instill openness within your company's culture...