Lanjun's repositories
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
awesome-graph-explainability-papers
Papers about explainability of GNNs
Awesome-of-Time-Series-Augmentation
A curated list of time series augmentation resources.
CARLA
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
causal-inference-visual-guides
A collection of visual guides to help applied scientists learn causal inference.
cf-shap-facct22
Counterfactual Shapley Additive Explanation: Experiments
CFforTrafficForecast
Counterfactual explanations for deep learning based traffic forecast
dataset
医学影像数据集列表
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
efaqa-corpus-zh
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
EpiGNN
[ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting
etas
calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution
example-causal-datasets
Example causal datasets with consistent formatting and ground truth
focal-loss-keras
Binary and Categorical Focal loss implementation in Keras.
GNNPapers
Must-read papers on graph neural networks (GNN)
gym-miniworld
MiniWorld: Minimalistic 3D Environment for RL & Robotics Research
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
lifelines
Survival analysis in Python
lingam
Python package for causal discovery based on LiNGAM.
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
OmniXAI
OmniXAI: A Library for eXplainable AI
PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Python-EEG-Handbook
Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python
Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
Real-CyberSecurity-Datasets
Public datasets to help you address various cyber security problems.
SegLoss
A collection of loss functions for medical image segmentation
SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
temporai
TemporAI: ML-centric Toolkit for Medical Time Series
time_series_augmentation
An example of time series augmentation methods with Keras
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.