Itsanewday's repositories
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
3d-airway-segmentation
3D airway segmentation method
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, ... 🧠
CLIP-Driven-Universal-Model
[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Data_Structure_and_Algorithm
學習研究數據結構，分別用C與C++語言來描述，分析與設計算法。
DDSR_mine
MRI super-resolution reconstruction method: DDSR and DDSR+.
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
dive-into-llms
《动手学大模型Dive into LLMs》系列编程实践教程
google-research
Google Research
Infer-MedSeg-With-Low-Resource
FLARE22_opensource
LearningAlgo
个人学习整理
Long-Tailed-Recognition.pytorch
[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.
mamba-notes
Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)
nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
Python-AI
深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch
PytorchNetHub
项目注释+论文复现+算法竞赛+Pytorch指北
Road2Coding
编程之路
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
spgnn
Structure and position aware graph neural network for airway labeling
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Streamer-Sales
Streamer-Sales 销冠 —— 卖货主播 LLM 大模型🛒🎁，一个能够根据给定的商品特点从激发用户购买意愿角度出发进行商品解说的卖货主播大模型。🚀⭐内含详细的数据生成流程❗ 📦另外还集成了 LMDeploy 加速推理🚀、RAG检索增强生成 📚、TTS文字转语音🔊、数字人生成 🦸、 Agent 使用网络查询实时信息🌐、ASR 语音转文字🎙️
StyTR-2
StyTr2 : Image Style Transfer with Transformers
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Tutorial
Demo LLM Tutorial
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs