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"Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.

https://en.wikipedia.org/wiki/Machine_learning

0 bookmark(s) - Sort by: Date ↓ / Title / - Bookmarks from other users for this tag

1. OpenAI Question Answering using Embedding and LLM

   2023-06-09 Tags: openai, llm, embedding, search by klotz
2. Reddit LocalLlama GPU / CPU

   2023-06-09 Tags: llama, llama.cpp, llm, reddit, gpu, nvidia, 3090, 4090, machine learning by klotz
3. How to Host a Large Language Model Locally | HackerNoon

   2023-06-07 Tags: hackernoon, llm, tensorflow by klotz
4. openai-cookbook/Zero-shot_classification_with_embeddings.ipynb at main · openai/openai-cookbook · GitHub

   Zero-Shot Classification
   To perform zero shot classification, we want to predict labels for our samples without any training. To do this, we can simply embed short descriptions of each label, such as positive and negative, and then compare the cosine distance between embeddings of samples and label descriptions.
   
   As shown above, zero-shot classification with embeddings can lead to great results, especially when the labels are more descriptive than just simple words.
   
   The highest similarity label to the sample input is the predicted label. We can also define a prediction score to be the difference between the cosine distance to the positive and to the negative label. This score can be used for plotting a precision-recall curve, which can be used to select a different tradeoff between precision and recall, by selecting a different threshold.

   2023-05-31 Tags: openai, classification, embedding, machine learning, zero-shot by klotz
5. Time series regression Using transformers

   2023-05-26 Tags: time-series, regression, transformers, machine learning by klotz
6. A16Z on AIML

   2023-05-25 Tags: a16z, machine learning by klotz
7. PandasAI

   See also https://github.com/gventuri/pandas-ai/issues/43

   2023-05-05 Tags: pandas, got, openai, machine learning, jupyter by klotz
8. New ways to manage your data in ChatGPT

   2023-04-30 Tags: chatgpt, tos, privacy, llm, machine learning by klotz
9. GitHub - Lightning-AI/lightning: Deep learning framework to train, deploy, and ship AI products Lightning fast.

   2023-04-14 Tags: pytorch, lightning, machine learning, python by klotz
10. LMQL: Programming Large Language Models

    2023-04-12 Tags: machine learning, lmql, gpt, openai, prompt, expect, programming languages by klotz

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