Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
Development and validation of an interpretable deep learning framework for Alzheimer's disease classification
PyTorch Explain: Interpretable Deep Learning in Python.
Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)
A toolkit to learn how to model and interpret regulatory sequence data using deep learning.
A couple of python scripts to interpret geological structures from geophysical images using deep learning
Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
A structure-aware interpretable deep learning model for sequence-based prediction of protein-protein interactions
Deep Learning 中文翻译
#计算机科学#《MIT Deep Learning》PDF格式
《Grokking Deep Learning》-《图解深度学习》
Book about interpretable machine learning
翻译 - 关于可解释机器学习的书
#计算机科学#Fit interpretable models. Explain blackbox machine learning.
翻译 - 拟合可解释的模型。说明黑匣子机器学习。
🎎 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。
TabNet: Attentive Interpretable Tabular Learning (Pytorch implementation)
#计算机科学#Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
翻译 - 使用深度强化学习（深度Q学习）的Flappy Bird hack。
Notebooks for learning deep learning
翻译 - 深度学习笔记本
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
