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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

annotated-transformer

An annotated implementation of the Transformer paper.

awesome-attention-mechanism-in-cv

Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

awesome-computer-vision-paper-list

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-deeplogic

A collection of papers of neural-symbolic AI (mainly focus on NLP applications)

awesome-mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

awesome-super-resolution

Collect super-resolution related papers, data, repositories

awesome-text-summarization

A curated list of resources dedicated to text summarization

chrome-openai-summary-comment

A Chrome extension to generate summaries and comments on selected text using OpenAI API, built with the help of ChatGPT.

deep-learning-playground

Web Application where people new to Deep Learning can input a dataset and toy around with basic Pytorch modules without writing any code

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fmmix

imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

imagent1k_pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

llm-course

Course with a roadmap and notebooks to get into Large Language Models (LLMs).

long-doc-summarization

Long Document Summarization Papers

multi-sample_dropout_pytorch

a simple pytorch implement of Multi-Sample Dropout

natural-language-processing-nlp-roadmap

A simple RoadMap to Natural Language Processing(NLP)

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

overview-of-non-autoregressive-applications

playground-data

Data Generation for Neural Network Playground of Deep Insider.

plotneuralnet

Latex code for making neural networks diagrams

python

All Algorithms implemented in Python

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pyvene

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions