On the other hand, MovieLens might have a different distribution because the application focuses more on ratings rather than the selection of items, such as movies. The dataset statistics show that the number of
# usersDF = pd.read_csv(usersPath,index_col=None,sep='::',header=None,names=['user_id', 'gender', 'age', 'occupation', 'zip']) # moviesDF = pd.read_csv(moviesPath,index_col=None,sep='::',header=None,names=['movie_id', 'title', 'genres']) ratingsDF = pd.read_csv(rati...
from torch.nn.functional import cross_entropy def forward_pass_with_label(batch): # Convert dict of lists to list of dicts suitable for data collator features = [dict(zip(batch, t)) for t in zip(*batch.values())] # Pad inputs and labels and put all tensors on device batch = data...
第五章:文本生成 基于Transformer 的语言模型最令人不安的特点之一是它们生成的文本几乎无法与人类写的文本区分开。一个著名的例子是 OpenAI 的 GPT-2,当给出以下提示时:¹ 在一个令人震惊的发现中,科学家们发现了一群生活在安第斯山脉偏远、以前未被探索过的山谷中的独角兽。更令研究人员感到惊讶的是,这些独角兽...
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This is a machine that gets things done but doesn’t overly scrimp on play ’n ’procrastination points either, and that makes it a cracking all-rounder and an absolute bargain. Needless to say, it finds itself comfortably nestling into our Top 10 list of the best tablets in the world ...
MovieCLIP: "MovieCLIP: Visual Scene Recognition in Movies", WACV, 2023 (USC). [Paper][Website] X-supervised Learning: LSTCL: "Long-Short Temporal Contrastive Learning of Video Transformers", CVPR, 2022 (Facebook). [Paper] SVT: "Self-supervised Video Transformer", CVPR, 2022 (Stony Brook...
Y. Zhu et al.,“Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books”, (2015). Rust是一种高性能的编程语言。 第三章:Transformer 剖析 在第二章中,我们看到了微调和评估 Transformer 所需的内容。现在让我们来看看它们在内部是如何工作的。在本章中,...
It opened in September with clothing exhibition “Waist Down.” Then the structure was picked up and rotated to create a rectangle on which to show the movies until July 12. — Bobbie Whiteman
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