Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
#计算机科学#PyTorch Explain: Interpretable Deep Learning in Python.
Development and validation of an interpretable deep learning framework for Alzheimer's disease classification
#计算机科学#A couple of python scripts to interpret geological structures from geophysical images using deep learning
Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)
#计算机科学#A toolkit to learn how to model and interpret regulatory sequence data using deep learning.
#计算机科学#[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching
A structure-aware interpretable deep learning model for sequence-based prediction of protein-protein interactions
Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
Deep Learning 中文翻译
#学习与技能提升#《MIT Deep Learning》PDF格式
《Grokking Deep Learning》-《图解深度学习》
Book about interpretable machine learning
#计算机科学#Fit interpretable models. Explain blackbox machine learning.
🎎 InfoGAN: Interpretable Representation Learning
iml: interpretable machine learning R package
Interpretable Machine Learning with Python, published by Packt
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
#计算机科学#Keras是一个基于 Python 的深度学习库,能够在TensorFlow、Microsoft Cognitive Toolkit、Theano或PlaidML之上运行。
#计算机科学#Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Notebooks for learning deep learning
TabNet: Attentive Interpretable Tabular Learning (Pytorch implementation)
#计算机科学#Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
Basic Machine Learning and Deep Learning