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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audiogpt

AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

cvpytorch

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deepspeedexamples

Example models using DeepSpeed

docbank

DocBank: A Benchmark Dataset for Document Layout Analysis

docbankloader

DocBankLoader is a dataset loader for DocBank, and can convert DocBank to the Object Detection models' format.

event_pre-train

formulanet

FormulaNet is a new large-scale Mathematical Formula Detection dataset.

gligen

Open-Set Grounded Text-to-Image Generation

gobang-greedy-

insightfactum

kaggle-plant-seedlings-classification

参与Kaggle上的plant seeding classification的比赛，利用传统的图像特征提取方法以及传统机器学习达到78%的准确率

mgv_capture

A project on how to capture data using Myo armband ,data glove and Camera

nlp-roadmap

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

ofa

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

parti-pytorch

Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch

pix2pixbegan.pytorch

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

poseformer

The project is an official implementation of our paper "3D Human Pose Estimation with Spatial and Temporal Transformers".

python3webspider

Source File of My Book related to WebSpider

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-quaternion-neural-networks

This repository is an update to all previous repositories with an implementation of various Quaternion-valued Neural Networks in PyTorch

pytorchtricks

Some tricks of pytorch... :star:

qa-eval.github.io

rank_bm25

A Collection of BM25 Algorithms in Python

retnet

Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.

scanssd

Scanning Single Shot Detector for Math in Document Images

segnext

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

signlanguagetranslating

siri-2001.github.io

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