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tianxiexiaozhu77's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert_seq2seq icon bert_seq2seq

pytorch实现bert做seq2seq任务,使用unilm方案。

chinese-bert-wwm icon chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

cnsd icon cnsd

中文自然语言推理数据集(A large-scale Chinese Nature language inference and Semantic similarity calculation Dataset)

d2l-en icon d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl_topics icon dl_topics

List of DL Topics and resources essential for cracking interviews

gpt icon gpt

Implement of openai gpt

insfc icon insfc

An awesome LaTeX template for NSFC proposal.

learn_dl icon learn_dl

Deep learning algorithms source code for beginners with python3

notebooks icon notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorchdocs icon pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程,强化教程,计算机视觉,自然语言处理,生成对抗网络,强化学习。欢迎 Star,Fork!

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

seqgan-1 icon seqgan-1

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

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