Pinned Repositories
adaptive-transformers-in-rl
Adaptive Attention Span for Reinforcement Learning
attention-is-all-you-need
Pytorch implementation of AIAYN
datamining
learn in datamining
entity-embedding-rossmann
GPT2-Chinese
中文的GPT2模型训练代码，基于Pytorch-Transformers
ROSSMANN-KAGGLE
TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
web-traffic-time-series-forecasting
kaggle competition: https://www.kaggle.com/c/web-traffic-time-series-forecasting [pytorch lstm]
XGBoost_vs_LightGBM
Comparison of XGBoost and LightGBM (speed, accuracy and complexity)
lgstd's Repositories
lgstd/adaptive-transformers-in-rl
Adaptive Attention Span for Reinforcement Learning
lgstd/adaptive_transformer
Code for the paper "Adaptive Transformers for Learning Multimodal Representations" (ACL SRW 2020)
lgstd/AST
Adversarial Sparse Transformer for Time Series Forecasting
lgstd/bert_classification
lgstd/bert_seq2seq
pytorch实现bert做seq2seq任务，使用unilm方案,现在也可以做文本分类，情感分析等NLU任务。
lgstd/ContinuousParetoMTL
[ICML 2020] PyTorch Code for "Efficient Continuous Pareto Exploration in Multi-Task Learning"
lgstd/DeBERTa
The implementation of DeBERTa
lgstd/Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
lgstd/DiffuSeq
lgstd/DLinear
This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"
lgstd/fastai1
v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.
lgstd/Highway-Transformer
[ACL‘20] Highway Transformer demo code.
lgstd/Informer2020
The GitHub repository for the paper accepted by AAAI 2021.
lgstd/NeZha_Chinese_PyTorch
NEZHA: Neural Contextualized Representation for Chinese Language Understanding
lgstd/Nonstationary_Transformers
Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
lgstd/Optimus
Optimus: the first large-scale pre-trained VAE language model
lgstd/pytorch-softdtw-cuda
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
lgstd/pytorchic-bert
Pytorch Implementation of Google BERT
lgstd/RCM-Question-Answering
lgstd/recurrent-transformer
[ACL 2020] PyTorch code for MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
lgstd/reformer-pytorch
Reformer, the efficient Transformer, in Pytorch
lgstd/RoFormer_pytorch
RoFormer_pytorch
lgstd/segatron_aaai
codes and pre-trained models of paper "Segatron: Segment-aware Transformer for Language Modeling and Understanding"
lgstd/t5-experiments
lgstd/The-compression-of-Transformer
lgstd/Tianchi2020ChineseMedicineQuestionGeneration
2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛
lgstd/transformer
Neutron: A pytorch based implementation of Transformer and its variants.
lgstd/Transformers-RL
An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
lgstd/trax
Trax — your path to advanced deep learning
lgstd/unilm_pytorch_korean