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ace

Towards Automatic Concept-based Explanations

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

apn-zsl

This is a PyTorch implementation of the paper "Attribute Prototype Network for Zero-Shot Learning".

beta-vae

Pytorch implementation of β-VAE

cli

Unlock Music Project - CLI Edition

coarsesup

concept_transformer

Code for the ICLR 2020 paper "Attention-based interpretability with Concept Transformers"

conceptwhitening

cs231n

Stanford cs231n'18 assignment

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

csgcnn

code for "Training Interpretable Convolutional NeuralNetworks by Differentiating Class-specific Filters"

cvpr2019

Displays all the 2019 CVPR Accepted Papers in a way that they are easy to parse.

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-representations-of-visual-descriptions

Pytorch implementation of CVPR'16 paper "Learning Deep Representations of Fine-Grained Visual Descriptions", by Reed et al.

deep_learning_object_detection

A paper list of object detection using deep learning.

detanimalpart

dff

Deep Feature Factorization

disentangled_vae

Replicating "Understanding disentangling in β-VAE"

dti-clustering

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

explanatorygraph

Interpreting CNN Knowledge via an Explanatory Graph

expvae

Visually Explainable VAE

full-speed-python

Full Speed Python: a book for self-learners

gemma-llama2-finetuning-demo

An LLM finetuning use case comparing Gemma and Llama2

gpt2

PyTorch Implementation of OpenAI GPT-2

gvrt

[ECCV-2022]Grounding Visual Representations with Texts for Domain Generalization

handong1587.github.io

icnn

A pytorch implementation of interpretable convolutional neural network.

idm