BekirZahit

BekirZahit's Stars

• charlax/professional-programming

  A collection of learning resources for curious software engineers

  Language:Python46.9k988283.7k

• microsoft/unilm

  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

  Language:Python20.4k3061.4k2.6k

• satellite-image-deep-learning/techniques

  Techniques for deep learning with satellite & aerial imagery

  8.8k279241.5k

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python7.4k775391.2k

• xinntao/ESRGAN

  ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

  Language:Python6.1k1191311.1k

• cmhungsteve/Awesome-Transformer-Attention

  An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

  4.7k13030490

• JingyunLiang/SwinIR

  SwinIR: Image Restoration Using Swin Transformer (official repository)

  Language:Python4.5k53153554

• maziarraissi/Applied-Deep-Learning

  Applied Deep Learning Course

  3.2k978676

• microsoft/torchscale

  Foundation Architecture for (M)LLMs

  Language:Python3k4779210

• qingsongedu/time-series-transformers-review

  A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

  2.5k611246

• AIStream-Peelout/flow-forecast

  Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

  Language:Python2.1k28200296

• cure-lab/LTSF-Linear

  [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

  Language:Python2.1k18113452

• yuqinie98/PatchTST

  An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

  Language:Python1.7k13119291

• seongjunyun/Graph_Transformer_Networks

  Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

  Language:Jupyter Notebook9891243178

• lixus7/Time-Series-Works-Conferences

  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

  830241089

• wehos/awesome-graph-transformer

  Papers about graph transformers.

  81022571

• gzerveas/mvts_transformer

  Multivariate Time Series Transformer, public version

  Language:Python783369175

• Event-AHU/Mamba_State_Space_Model_Paper_List

  [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

  63413635

• facebookresearch/adaptive-span

  Transformer training code for sequential tasks

  Language:Python609162160

• mahmoodlab/HIPT

  Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

  Language:Jupyter Notebook520117091

• google-research/weatherbench2

  A benchmark for the next generation of data-driven global weather models.

  Language:Python46894648

• kratzert/Caravan

  A global community dataset for large-sample hydrology

  Language:Jupyter Notebook180121635

• hihihihiwsf/AST

  Adversarial Sparse Transformer for Time Series Forecasting

  Language:Python13831040

• vdurnov/xview2_1st_place_solution

  1st place solution for "xView2: Assess Building Damage" challenge.

  Language:Python8531144

• BinaLab/FloodNet-Supervised_v1.0

  72134

• BinaLab/FloodNet-Challenge-EARTHVISION2021

  492513

• RolnickLab/FoMo-Bench

  Language:Python38341

• FrancescoSaverioZuppichini/BottleNeck-InvertedResidual-FusedMBConv-in-PyTorch

  A little walk-trough different types of the block with their corresponding implementation in PyTorch

  Language:Jupyter Notebook34308

• yyyujintang/PostRainBench

  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench

  Language:Python21211

• uihilab/WaterBench

  A Large-scale Benchmark Dataset for Data-Driven Streamflow Forecasting

  12425