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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chiennv2000.github.io

dengueprediction

design-patterns-for-humans

An ultra-simplified explanation to design patterns

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dhgnet

Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.

domain-adversarial-training

Unsupervised Domain Adaptation by Backpropagation

fid

Fusion-in-Decoder

fmengine

Utilities for Training Very Large Models

gar

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

gcn-mtc

This repository is the official implementation of our paper.

generative-event-detection

Generative Model for Event Detection

gitignore

A collection of useful .gitignore templates

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

kernelgat

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

kg_gater

Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”

learning-based-queuing-delay-aware-task-offloading-in-collaborative-vehicular-networks

Evoluationay Algorithms Project: Learning-Based Queuing Delay-Aware Task Offloading in Collaborative Vehicular Networks

lr-gcn

Label-Representative Graph Convolutional Network for Multi-Label Text Classification

megablocks-public

meta-learning

Implementation and research of meta-learning algorithms with python

mpl-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

multi-threading

Practical multithreading tutorials for dummies. Languages supported: C++, Java, C#, Python.

neural-machine-translation

Neural Machine Translation using Sequence-to-sequence with Global Attention for English to Vietnamese.

openchat

OpenChat: Less is More for Open-source Models

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

pot

POT : Python Optimal Transport

prml

PRML algorithms implemented in Python

pytorch-project-template

Deep Learning project template for PyTorch (Distributed Learning is supported)

sentiment-classification