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Search results for jupyter notebook pytorch

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2,241 search results found

Kernl ⭐ 1,312

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Animegan ⭐ 1,225

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Torchdyn ⭐ 1,187

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Livelossplot ⭐ 1,169

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

Torchkeras ⭐ 1,065

Pytorch❤️ Keras 😋😋

Pytorch_classification ⭐ 1,055

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

Examples ⭐ 1,028

Example deep learning projects that use wandb's features.

Simplecvreproduction ⭐ 1,021

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

Pytorch Struct ⭐ 1,016

Fast, general, and tested differentiable structured prediction in PyTorch

maximal update parametrization (µP)

Vit Pytorch ⭐ 984

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Adabelief Optimizer ⭐ 984

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

Poolformer ⭐ 981

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

Lovely Tensors ⭐ 962

Tensors, ready for human consumption

Lovaszsoftmax ⭐ 941

Code for the Lovász-Softmax loss (CVPR 2018)

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

Graphein ⭐ 932

Protein Graph Library

Discogan Pytorch ⭐ 928

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Trademaster ⭐ 912

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

Pytorch Lightning Template ⭐ 878

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Deepsvg ⭐ 829

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

Pytorch Openpose ⭐ 826

pytorch implementation of openpose including Hand and Body Pose Estimation.

Ai_quant_trade ⭐ 819

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习

Text2mesh ⭐ 816

3D mesh stylization driven by a text input in PyTorch

Breast_cancer_classifier ⭐ 804

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Deep Reinforcement Learning Hands On Second Edition ⭐ 799

Deep-Reinforcement-Learning-Hands-On-Second-Editio published by Packt

Machine Learning Deep Learning Notes ⭐ 795

机器学习、深度学习的学习路径及知识总结

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Graph_nets ⭐ 769

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Intro_dgm ⭐ 758

An Introduction to Deep Generative Modeling: Examples

Oneapi Samples ⭐ 758

Samples for Intel® oneAPI Toolkits

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Cvnd_exercises ⭐ 721

Exercise notebooks for CVND.

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

Open Metric Learning ⭐ 699

Library for metric learning pipelines and models.

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Transformer ⭐ 691

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Vl Bert ⭐ 680

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

Score_sde_pytorch ⭐ 679

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Capsule Network Tutorial ⭐ 678

Pytorch easy-to-follow Capsule Network tutorial

Dota Doai ⭐ 676

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

FSGAN - Official PyTorch Implementation

Pytorch Wavenet ⭐ 651

An implementation of WaveNet with fast generation

Tensor Sensor ⭐ 634

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

Mobilepose ⭐ 622

Light-weight Single Person Pose Estimator

Facial Similarity With Siamese Networks In Pytorch ⭐ 620

Implementing Siamese networks with a contrastive loss for similarity learning

Csrnet Pytorch ⭐ 618

CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

Basic_model_scratch ⭐ 609

Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library

Rl_games ⭐ 603

RL implementations

Pyhessian ⭐ 600

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

Nextface ⭐ 599

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

Pytorchstepbystep ⭐ 585

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

Llm Finetuning ⭐ 582

LLM Finetuning with peft

Yolo V5 ⭐ 581

🎨 Pytorch YOLO v5 训练自己的数据集超详细教程！！！ 🎨 (提供PDF训练教程下载）

Deep Learning Resources ⭐ 571

由淺入深的深度學習資源 Collection of deep learning materials for everyone

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Watermark Removal Pytorch ⭐ 566

🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.

Functional Zoo ⭐ 557

PyTorch and Tensorflow functional model definitions

Stereo Transformer ⭐ 555

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers. (ICCV 2021 Oral)

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Diffusion attentive attribution maps for interpreting Stable Diffusion.

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Daily Deeplearning ⭐ 532

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

Labnotebook ⭐ 528

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

Cs231n 2017 ⭐ 524

Completed the CS231n 2017 spring assignments from Stanford university

X Stable Diffusion ⭐ 523

Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.

Pytorchnethub ⭐ 519

项目注释+论文复现+算法竞赛+Pytorch实践

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Efficient Dl Systems ⭐ 502

Efficient Deep Learning Systems course materials (HSE, YSDA)

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Pytorch Normalizing Flows ⭐ 486

Normalizing flows in PyTorch. Current intended use is education not production.

Deepnlp Course ⭐ 479

Deep NLP Course

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Robot Surgery Segmentation ⭐ 475

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Deep Learning with TensorFlow, Keras, and PyTorch

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

Pytorch Bert Crf Ner ⭐ 461

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Quantus ⭐ 460

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

Mtcnn Pytorch ⭐ 460

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

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