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In June of 2020, OpenAI launched their new model GPT-3, which not only has futuristic NLP(Natural Language Processing) capabilities, but was also able to generate React code and simplify command-line commands. Looking at these demos was a huge inspiration for us and we realized that while doing data analysis, a lot of times, we often forget less-used pandas or […]
Neural network architectures are most often conceptually designed and described in visual terms, but are implemented by writing error-prone code. PrototypeML is a machine learning development environment that bridges the gap between the design and development processes: it provides a highly intuitive visual neural network design interface that supports the full capabilities of the PyTorch […]
handcalcs is a library to render Python calculation code automatically in Latex, but in a manner that mimics how one might format their calculation if it were written with a pencil: write the symbolic formula, followed by numeric substitutions, and then the result. Because handcalcs shows the numeric substitution, the calculations become significantly easier to check and verify by […]
The recent emergence of machine learning has given rise to hundreds of different frameworks, so why would you use Libra? Here’s why libra outperforms all these other alternatives. Libra prioritizes ease of use and ergonomics. Libra is a machine learning API designed for non-technical users. This means that it assumes that you have no background […]
I use Amazon as a cloud service in my new Java/Kotlin projects. I couldn’t easily find a complete list of AWS modules. I was able to create this shortlist as a result of the reviews. Compute EC2 Virtual Private Servers Lightsail Amazon’s hosting provider (VPS, DNS, storage) Lambda Functions you can run tasks in […]
Posted on September 10, 2020, by Maria Kudryavtseva The new TeamCity update is ready. In version 2020.1.4, we focused on fixing bugs and improving TeamCity’s performance and usability. See the complete list of 40+ resolved issues in our release notes. As with any bugfix update, 2020.1.4 shares the data format with other 2020.1.x releases, so you can upgrade/downgrade TeamCity […]
Bilgi Teknolojileri ve İletişim Kurumu’ nun kripto paralar hakkında ki değerli raporunu paylaşıyorum.
Dolbear’s law states the relationship between the air temperature and the rate at which crickets chirp. It was formulated by Amos Dolbear and published in 1897 in an article called “The Cricket as a Thermometer”.Dolbear’s observations on the relation between chirp rate and temperature were preceded by an 1881 report by Margarette W. Brooks, although this paper went unnoticed until after Dolbear’s publication. Dolbear […]
Softmax fonksiyonu çoklu sınıflandırma problemleri için kullanılır. Verilen her bir girdinin bir sınıfa ait olma olasılığını gösteren [0,1] arası çıktılar üretmektedir. Python implemantasyonu aşağıdaki gibi olabilir. #softmax functiondef softmax(X): expo = np.exp(X) expo_sum = np.sum(np.exp(X)) return expo/expo_sum