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Learning Math Through Code: Derivatives

Gain a deeper understanding of derivatives with PythonThe derivative approximation implemented in this text is generally known as the “forward difference quotient” and is one in all some ways to perform numerical differentiation. It’s...

Clean Code in PyTorch: Best Practices for Readable ML Final Thoughts The End

As a developer, I all the time attempt to make my code clear and clean (and bug-free!😉). I all the time attempt to consider the proven fact that my code have to be as...

Alternatives to the p-value Criterion for Statistical Significance (with R code)

Higher approaches to creating statistical decisionsNote that P10 and p2 are calculated under the idea that P(H0)=P(H1), which suggests that the researcher is impartial between H0 and H1 a priori. It is obvious from...

Text and code embeddings by contrastive pre-training

Text embeddings are useful features in lots of applications resembling semantic search and computing text similarity. Previous work typically trains models customized for various use cases, various in dataset selection, training objective and model...

A research agenda for assessing the economic impacts of code generation models

OpenAI is developing a research program to evaluate the economic impacts of code generation models and is inviting collaboration with external researchers. Rapid advances within the capabilities of enormous language models (LLMs) trained on...

A hazard evaluation framework for code synthesis large language models

Codex, a big language model (LLM) trained on a wide range of codebases, exceeds the previous state-of-the-art in its capability to synthesize and generate code. Although Codex provides a plethora of advantages, models which...

Cracking the Code: Mastering Text Classification with Python

Text classification is the technique of robotically categorizing text into predefined categories. That is a crucial task in natural language processing and machine learning, because it enables us to prepare and make sense of...

Constructing Customized Chatbots for the Web Using gpt-3.5-turbo, the Real Language Model Behind ChatGPT Great news for developers from OpenAI The code Explaining the code and the...

Summary, source code able to use, and an example chatbot to go play with immediatelyOpenAI released yesterday API endpoints for Whisper, their speech recognition engine, and for GPT-3.5-turbo, which, as explained on their website...

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