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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Jàngalekat biy forse ci model yu toppalante

Jàngalekat biy forse ab pexe tàggat yaram la ci xeetu toppalante yi nga xamni token bi njëkk dëgg la, du xalaatu model bi boppam, mooy dugal ko ci li ci topp.

2 min lireLiir
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échantillonnage buñ waajal ak exposition bias

Exposition bias mooy bërëb biy feeñ sudee ab model buñu tàggat ci prefix yu jaar yoon rek dafa wara, ci inference, condition ci ay output yu jaarul yoon.

2 min lireLiir
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Focal Loss ngir gis bu jaarul yoon

Focal loss mooy fonction perte buñ soppeeku buy wàññi misaal yu yomb yi suko defee detector bi mëna fokalise ci yu dëgër yi, yu bariwul.

2 min lireLiir
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Yokkateg waxtu test

Test-time augmentation (TTA) dafay doxal ab model buñu tàggat ci yenn versioŋ yuñ soppi ci benn duggal bi ba noppi di xayma liñu séentu.

2 min lireLiir
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Échantillonnage négatif ak xayma buy wuutale bruit

Échantillonnage négatif ak estimation contraste de bruit (NCE) ay pexe lañu yuy may model yi ñu jàng lu bari ci vocabulaire te duñu xayma softmax bu mat te seer lool.

2 min lireLiir
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InfoNCE ak SimCLR

InfoNCE mooy ñàkka wuute giy jàngal benn model ñu boole ñaari mbir yu méngoo, ba noppi tàqale ñaari mbir yu méngoowul ci espace embedding.

2 min lireLiir
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Stochastic moyenne poids

Stochastic Weight Averaging (SWA) dafay jël benn moyenne bu yomb ci poid yi ci model bi ci poñ yu bari ci diggu tàggat yaram ci barab bi ñuy tëye rek...

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Lookahead ak gaynde yiy gëna xéewale

Lookahead ak Lion ñaari coppite yu bees lañu ci gëna baaxal reso neuronal yi.

2 min lireLiir
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Mixup ak CutMix

Mixup ak CutMix ay pexe yu ñuy yokk ay done lañu, ñuy sos misaali tàggat yu bees ci boole ñaari nataal ak seeni etiket.

2 min lireLiir
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Mine négatif en ligne et dur

Hard negative mining dafay tànnee misaal yi gëna am njariñ, yu jafe ràññee ngir tàggat ci ludul yàq coono ci yi yomb model bi jota am...

2 min lireLiir
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Reseau capsule

Reseau capsule yi architecture neuronal lañu yuy boole neuron yi ci ay 'capsule' yuy génne ay vecteur yuy kode ndax amna màndarga ak pose bi...

2 min lireLiir
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Echo State Reseau ak ordinatëru reservoir

Reservoir computing yoon bu gaaw la ci tàggat reso yuy baaxoo: bàyyi benn 'reservoir' bu yaatu, boole ay neuron ci anam wu mujjee, te tàggat rek...

2 min lireLiir

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