Bibliothèque IA gratuite

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177 guide yu leer ci Àngle, yooni jàng yuñ yamale, ak bibliotek bu ubbeeku — bi 501(c)(3) mbootaay bu moom boppam tabax ngir ku nekk mëna xam IA bu bees bi.

177Gid yu amul fayda
1topic topic
~2 minguide bu nekk
~6hJamonoy jàng

Tambalil fii

Juroom njàngale yu lalu ci njariñ

Njang moomu dafay àndaale ak ay njariñ yu leer, ay mënin yuñ mëna def ci kàrt, ay liggéey yuñ ciy jëfandikoo, ak benn capstone buñ jëfandikoo.

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Saytu ci piste

Tëmb ci barab bi nga bëgg. Bépp track amna guide yu bari ci Àngle bu leer.

Fondamentaal yiBaatu-jàngat yi: ni IA di doxee ci dayo bu kawe.84 tegtal IA làkkLLMs, PNL, ChatGPT, laaj, ak xam mbind.155 tegtal IA buy waneDefar nataal, xool ordinatër, wideo ak jëmmal.133 tegtal Audio IABaat, music, podcast, ak IA bu njëkk ci audio.117 tegtal Sosiete yiProfil yu OpenAI, Anthropic, Google, Meta, ak yeneen.121 tegtal Aplikaasioŋ yiNaka IA di feeñee ci kodage, seetlu, ndawu liggéey ak dundu bis bu nekk.111 tegtal Liggéeyukaay yiIA ci wàllu faju, xaalis, njàng, kuuraŋ ak yeneen mbir.91 tegtal XaralaPuce yi, ajustement bu baax, RAG, vecteur ak jumtukaayi IA.177 tegtal Askan wiTeg sa bopp, nëbbëtu, yelleefu moomeel, kaaraange, ak ëlëgu IA.30 tegtal

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177 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.

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Kaaraange gu gaaw ci IA

Adres kaaraange yu gaaw yi dañuy jéema def aplikaasioŋ modelu làkk mu jàppee ëmbiit li wóorul ni ay tegtal wala di fësal leeral yi mu wara aar.

2 min lireLiir
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Nguuru Done IA

Nguuru done IA dafay jox wareef ak sàrt ci ni ñuy jëlee, jëfandikoo, séddoo, tëye ak saafara done yi ci biir sistem IA bi yépp.

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Architecture Cloud

AI cloud architecture organizes compute, storage, networking, models, and application services into an operating system for an AI workload.

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BYOL ak saytu sa bopp bu amul wuute

BYOL (Bootstrap Your Own Latent) dafay jàng nataal yu am njariñ te amul benn etiket, te lu yéeme mooy amul misaal yu baaxul.

2 min lireLiir
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Barlow Twins ak wàññi li ñuy liggéey

Barlow Twins xeetu xam-xam la bu nit ñi di saytu seen bopp, di jàng misaal yi ci defar matrix korrelaasioŋ buñ boole ñaari gis-gis yu gëna jege dàntite bi...

2 min lireLiir
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Pseudo-Etiketu ak Tàggat Bopp

Pseudo-labeling xarala bu ñuy saytu bu baax la, muy model buñ tàggat ci benn ensemble bu ndaw buñ etikete, mu defar ay etiket boppam ngir done yuñ etiketewul, ba noppi di tàggat ci ñoom...

2 min lireLiir
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Regularisation bu méngoo ci jàng buñ yor

Regularisation bu méngoo dafay jàngal benn model mu joxe benn tontu sudee dañu perturbé ab input buñu etiketewul ci anam wu ndaw, etiket-preservation.

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Séddoo ay parametre yu jafe ci reso yu bari liggéey

Séddoo parametre yu dëgër mooy jëmmal jàng liggéey yu bari, fu liggéey yu bari di séddoo benn layer bu nëbbu, ba noppi ñu xaaj ko ay 'bopp' yu wuute...

2 min lireLiir
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Gating ak Routing ci xayma bu am sart

Gating ak routing dañuy may reso neuronal bi mu aktive wàll yi mu soxla ci input bu nekk, du def model bi yépp saa yu nekk.

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Gumbel-Softmax ak defarwaat

Gumbel-Softmax ab pexe la buy may reso neuronal yi ñu 'sample' ci kategori yu wuute te ba leegi mën nañu leen tàggat ci wàccinu gradient.

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Estimatëru Jub

Estimatëru Straight-Through (STE) ab pexe bu yomb la ngir tàggat reso yu am jéego yu dëgër, yuñu dul wuutale lu melni rounding wala thresholding.

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Reseau yu am ñaari yoon

Reseau recurrent bu am ñaari yoon, dafay jàng benn yoon ci kanam ak ci ginaaw, kon position bu nekk dafay aju ci contexte bi weesu ak ëlëg.

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