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a-journey-into-convolutional-neural-network-visualization-

A journey into Convolutional Neural Network visualization

activitynet-analysis

ActivityNet analysis in total time, percentile 10%, 20% ...

advanced-xai-for-deeplearning

Here I gather promising research directions to make DNNs interpretable

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-incremental-learning

Awesome Incremental Learning

cfd

Code for "Explaining How Deep Neural Networks Forget by Deep Visualization"

coco-caption

A fixed version to run with Neural Baby Talk

coding-interview

cracking coding interview code in python

contcap

Code for: Contcap - A scalable framework for continual image captioning

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

cs500

cs500 design and analysis of algorithm

d2l-vn

Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.

deep-learning-project-template

Pytorch Lightning code guideline for conferences

diml

Towards Interpretable Deep Metric Learning with Structural Matching

dissect_catastrophic_forgetting

Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization

explaindebug

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

ffcv-imagenet

Train ImageNet *fast* in 500 lines of code with FFCV

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

giangnguyen2412.github.io

gitignore

A collection of useful .gitignore templates

hackerrank

today i code

human-centered-machine-learning

Schedule and Syllabus for Human-Centered Machine learning.

i-learn-llms

TIL LLMs

imagenet-image-retrieval

A simple Pytorch implementation of Image Retrieval on ImageNet 2012

incremental_detectors

Code release for paper "Incremental Learning of Object Detectors without Catastrophic Forgetting"

interpretablemlbook-vietnamese

Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt

leetcode

today i code

llm-attacks

Universal and Transferable Attacks on Aligned Language Models

machine-learning

Content for Udacity's Machine Learning curriculum