Difference between revisions of "Optimization Methods"

From
Jump to: navigation, search
m
m
Line 2: Line 2:
 
|title=PRIMO.ai
 
|title=PRIMO.ai
 
|titlemode=append
 
|titlemode=append
|keywords=artificial, intelligence, machine, learning, models, algorithms, data, singularity, moonshot, Tensorflow, Google, Nvidia, Microsoft, Azure, Amazon, AWS  
+
|keywords=ChatGPT, artificial, intelligence, machine, learning, GPT-4, GPT-5, NLP, NLG, NLC, NLU, models, data, singularity, moonshot, Sentience, AGI, Emergence, Moonshot, Explainable, TensorFlow, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Hugging Face, OpenAI, Tensorflow, OpenAI, Google, Nvidia, Microsoft, Azure, Amazon, AWS, Meta, LLM, metaverse, assistants, agents, digital twin, IoT, Transhumanism, Immersive Reality, Generative AI, Conversational AI, Perplexity, Bing, You, Bard, Ernie, prompt Engineering LangChain, Video/Image, Vision, End-to-End Speech, Synthesize Speech, Speech Recognition, Stanford, MIT |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools
|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
+
 
 +
<!-- Google tag (gtag.js) -->
 +
<script async src="https://www.googletagmanager.com/gtag/js?id=G-4GCWLBVJ7T"></script>
 +
<script>
 +
  window.dataLayer = window.dataLayer || [];
 +
  function gtag(){dataLayer.push(arguments);}
 +
  gtag('js', new Date());
 +
 
 +
  gtag('config', 'G-4GCWLBVJ7T');
 +
</script>
 
}}
 
}}
[http://www.youtube.com/results?search_query=Optimization+LSTM+SGD+Adagrad+Adadelta+RMSprop+Adam+BGFS Youtube search...]
+
[https://www.youtube.com/results?search_query=ai+Optimization+method YouTube]
[http://www.google.com/search?q=Optimization+LSTM+SGD+Adagrad+Adadelta+RMSprop+Adam+BGF+machine+learning+ML+artificial+intelligence ...Google search]
+
[https://www.quora.com/search?q=ai%20Optimization%20method ... Quora]
 +
[https://www.google.com/search?q=ai+Optimization+method ...Google search]
 +
[https://news.google.com/search?q=ai+Optimization+method ...Google News]
 +
[https://www.bing.com/news/search?q=ai+Optimization+method&qft=interval%3d%228%22 ...Bing News]
 +
 
  
 
* [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]]
 
* [[Large Language Model (LLM)]] ... [[Natural Language Processing (NLP)]]  ...[[Natural Language Generation (NLG)|Generation]] ... [[Natural Language Classification (NLC)|Classification]] ...  [[Natural Language Processing (NLP)#Natural Language Understanding (NLU)|Understanding]] ... [[Language Translation|Translation]] ... [[Natural Language Tools & Services|Tools & Services]]

Revision as of 09:23, 6 August 2023

YouTube ... Quora ...Google search ...Google News ...Bing News


Methods:

  • Stochastic gradient descent (SGD) (with and without momentum)
  • L-BGFS
  • Adagrad
  • Adadelta
  • Root Mean Squared (RMSprop)
  • Adam
  • Hessian-free (HF)