ziqiang's repositories
CV_Interview
I hope this repo can help you a lot!
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
nlp_fundamentals
📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP
audio2text
Extract text from audio files.
Binary-Segmentation-Evaluation-Tool
This repo is developed for evaluating binary image segmentation results. Measures, such as MAE, Precision, Recall, F-measure, PR curves and F-measure curves are included.
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
HCC_Prognostic
Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning
python_for_data_analysis_2nd_chinese_version
《利用Python进行数据分析·第2版》
mil_pooling_filters
This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset".
receptivefield
Gradient based receptive field estimation for Convolutional Neural Networks
SOD-CNNs-based-code-summary-
The summary of code and paper for salient object detection with deep learning
statistical-analysis-python-tutorial
Statistical Data Analysis in Python
TBraTS
【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"
Tobias
official pytorch implementation of Tobias: A random CNN sees objects and its applications in self-supervised learning.
TRACER
TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch
TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
visual-chatgpt
VisualChatGPT