Pinned Repositories
AcT
Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).
annotated-transformer
An annotated implementation of the Transformer paper.
ascii-canvas
simple canvas for drawing lines and styled text and emitting to the terminal
awesome-ssm-ml
Reading list for research topics in state-space models
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
burn
Burn - A Flexible and Comprehensive Deep Learning Framework in Rust
candle
Minimalist ML framework for Rust
captum
Model interpretability and understanding for PyTorch
chainer
A flexible framework of neural networks for deep learning
fts3
Analysis of financial time series third version
gurudk's Repositories
gurudk/annotated-transformer
An annotated implementation of the Transformer paper.
gurudk/awesome-ssm-ml
Reading list for research topics in state-space models
gurudk/captum
Model interpretability and understanding for PyTorch
gurudk/ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
gurudk/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
gurudk/donut_transformer
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022
gurudk/fast_image_resize
Rust library for fast image resizing with using of SIMD instructions.
gurudk/flash-attention
Fast and memory-efficient exact attention
gurudk/grobid
A machine learning software for extracting information from scholarly documents
gurudk/HD-Painter
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
gurudk/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
gurudk/hellorust
gurudk/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
gurudk/mamba
Mamba SSM architecture
gurudk/mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
gurudk/open_mmdetection
OpenMMLab Detection Toolbox and Benchmark
gurudk/openai_whisper
Robust Speech Recognition via Large-Scale Weak Supervision
gurudk/OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
gurudk/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
gurudk/PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
gurudk/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
gurudk/pytorch_examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gurudk/RT-DETR
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
gurudk/s4
Structured state space sequence models
gurudk/soccerdata
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
gurudk/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
gurudk/vision_transformers_explained
This folder of code contains code and notebooks to supplement the "Vision Transformers Explained" series published on Towards Data Science written by Skylar Callis.
gurudk/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
gurudk/ViTPose
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
gurudk/Yong
some personal code for learning python