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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/orktes/go-torch

LibTorch (PyTorch) bindings for Golang

golang golang-library machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/jolibrain/joliGEN

Generative AI Image Toolset with GANs and Diffusion for Real-World Applications

augmented-reality deep-learning diffusion-models gan generative-model image-generation image-to-image pytorch

Last synced: 15 Nov 2024

https://github.com/lambdalabsml/distributed-training-guide

Best practices & guides on how to write distributed pytorch training code

cluster cuda deepspeed distributed-training fsdp gpu gpu-cluster kuberentes lambdalabs mpi nccl pytorch sharding slurm

Last synced: 13 Nov 2024

https://github.com/nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

compression fastai knowledge-distillation pruning pytorch

Last synced: 13 Nov 2024

https://github.com/yuyangw/molclr

Implementation of MolCLR: "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyG.

deep-learning graph-neural-networks molecule pytorch pytorch-geometric self-supervised-learning

Last synced: 09 Oct 2024

https://github.com/godisboy/SN-GAN

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

gan pytorch sngan weight-normalization

Last synced: 03 Aug 2024

https://github.com/inferno-pytorch/inferno

A utility library around PyTorch

deep-learning neural-networks pytorch

Last synced: 14 Nov 2024

https://github.com/bighuang624/dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

pytorch

Last synced: 09 Nov 2024

https://github.com/nvidia-merlin/models

Merlin Models is a collection of deep learning recommender system model reference implementations

dask deep-learning gpu machine-learning pytorch rapidsai recommendation-system recommender-system recsys tensorflow

Last synced: 15 Nov 2024

https://github.com/BiomedSciAI/histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

deep-learning graph-neural-networks healthcare machine-learning pathology pytorch

Last synced: 13 Nov 2024

https://github.com/spfrommer/torchexplorer

Interactively inspect module inputs, outputs, parameters, and gradients.

pytorch visualization wandb

Last synced: 28 Oct 2024

https://github.com/Eclectic-Sheep/sheeprl

Distributed Reinforcement Learning accelerated by Lightning Fabric

distributed lightning pytorch reinforcement-learning

Last synced: 06 Nov 2024

https://github.com/taishan1994/pytorch_triple_extraction

基于pytorch的中文三元组提取(命名实体识别+关系抽取)

bert named-entity-recognition pytorch relation-extraction triple-extraction

Last synced: 05 Nov 2024

https://github.com/ruhyadi/yolo3d

YOLO 3D Object Detection for Autonomous Driving Vehicle

3d-object-detection deep-learning pytorch self-driving-car yolo

Last synced: 15 Nov 2024

https://github.com/tcapelle/timeseries_fastai

fastai V2 implementation of Timeseries classification papers.

classification fastai pytorch timeseries ucr

Last synced: 13 Nov 2024

https://github.com/j-min/Adversarial_Video_Summary

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

gan pytorch summarization vae video

Last synced: 07 Nov 2024

https://github.com/bshall/universalvocoding

A PyTorch implementation of "Robust Universal Neural Vocoding"

neural-vocoder pytorch speech-synthesis wavernn

Last synced: 13 Nov 2024

https://github.com/cyanogenoid/pytorch-vqa

Strong baseline for visual question answering

baseline pytorch visual-question-answering vqa

Last synced: 13 Nov 2024

https://github.com/Mayukhdeb/torch-dreams

Flexible Feature visualization on PyTorch, for research and art :mag_right: :computer: :brain: :art:

colab deep-dream deep-learning feature-visualization pytorch

Last synced: 06 Nov 2024

https://github.com/mayukhdeb/torch-dreams

Flexible Feature visualization on PyTorch, for research and art :mag_right: :computer: :brain: :art:

colab deep-dream deep-learning feature-visualization pytorch

Last synced: 13 Nov 2024

https://github.com/louis-she/minetorch

Build deep learning applications in a new and easy way.

digits ignite mnist pytorch pytorch-visualization tensorboard tools torchpack

Last synced: 08 Aug 2024

https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

cnn keras mnist pytorch tensorflow

Last synced: 14 Nov 2024

https://github.com/SamsungLabs/pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

deep-learning ensembles iclr2020 pytorch uncertainty

Last synced: 15 Nov 2024

https://github.com/jinglescode/time-series-forecasting-pytorch

Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM

deep-learning lstm-model machine-learning neural-network python pytorch time-series-forecasting

Last synced: 30 Oct 2024

https://github.com/feiyuhuahuo/Yolact_minimal

Minimal PyTorch implementation of YOLACT.

instance-segmentation pytorch real-time

Last synced: 07 Aug 2024

https://github.com/ydwen/opensphere

A hyperspherical face recognition library based on PyTorch

deep-learning face-recognition pytorch sphereface sphereface2

Last synced: 27 Oct 2024

https://github.com/hkproj/pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

language-model llama llama2 paper-implementations pytorch

Last synced: 10 Oct 2024

https://github.com/pyro-ppl/funsor

Functional tensors for probabilistic programming

jax machine-learning numpy probabilistic-programming pyro pytorch symbolic

Last synced: 05 Aug 2024

https://github.com/lannguyen0910/food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 09 Nov 2024

https://github.com/embedeep/Free-TPU

Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classification, detection, and segmentation problem.

caffe cnn-accelerator darknet deep-learning fpga free hardware lstm npu npu-compiler pytorch rnn tpu zynq

Last synced: 09 Nov 2024

https://github.com/luopeixiang/textclf

TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。

bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec

Last synced: 13 Nov 2024

https://github.com/GFNOrg/torchgfn

A modular, easy to extend GFlowNet library

amortized-sampling gflownet gflownets gfn library pytorch

Last synced: 12 Nov 2024

https://github.com/roboflow/roboflow-100-benchmark

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

computer-vision dataset deep-learning machine-learning object-detection pytorch

Last synced: 13 Nov 2024

https://github.com/yizhou-wang/RODNet

RODNet: Radar object detection network

autonomous-driving detection object-detection paper pytorch radar rodnet

Last synced: 28 Oct 2024

https://github.com/MightyChaos/LKVOLearner

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

ddvo depth-estimation posenet-ddvo pytorch unsupervised-learning visual-odometry

Last synced: 02 Nov 2024

https://github.com/yanx27/3DGNN_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

gnns point-cloud pytorch rgbd segmentation

Last synced: 28 Oct 2024

https://github.com/rendchevi/nix-tts

🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation

onnx pytorch speech-synthesis text-to-speech tts

Last synced: 09 Aug 2024

https://github.com/Spico197/DocEE

🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.

event-extraction information-extraction natural-language-understanding pytorch

Last synced: 06 Nov 2024

https://github.com/feifeibear/long-context-attention

Sequence Parallel Attention for Long Context LLM Model Training and Inference

attention-is-all-you-need deepspeed-ulysses llm-inference llm-training pytorch ring-attention

Last synced: 21 Sep 2024

https://github.com/ryujaehun/pytorch-gpu-benchmark

Using the famous cnn model in Pytorch, we run benchmarks on various gpu.

1080ti 2060 3090 a100 a100-pcie a100-sxm4 benchmark dgx-a100 dgx-station pytorch rtx2060 rtx2080ti rtx3090 titanrtx titanv windows10

Last synced: 27 Sep 2024

https://github.com/linjieli222/HERO

Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"

pretraining pytorch transformers tvr vision-and-language

Last synced: 08 Aug 2024

https://github.com/TIO-IKIM/CellViT

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

ai cell digitalpathology microscopy ml python pytorch

Last synced: 13 Nov 2024

https://github.com/nayeemrizve/ups

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

calibration pseudo-labeling pytorch semi-supervised-learning uncertainty

Last synced: 05 Nov 2024

https://github.com/patrick-kidger/torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

interpolation pytorch spline

Last synced: 14 Nov 2024

https://github.com/keonlee9420/diffsinger

PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)

ddpm diffsinger diffusion diffusion-models english fastspeech neural-tts non-autoregressive pytorch singing-voice speech-synthesis text-to-speech tts

Last synced: 02 Oct 2024

https://github.com/hpprc/bert-classification-tutorial

【2023年版】BERTによるテキスト分類

bert deep-learning japanese nlp python pytorch transformers

Last synced: 15 Nov 2024

https://github.com/gwinndr/MusicTransformer-Pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

maestro mit music-generation music-transformer python pytorch transformer

Last synced: 05 Nov 2024

https://github.com/hppRC/bert-classification-tutorial

【2023年版】BERTによるテキスト分類

bert deep-learning japanese nlp python pytorch transformers

Last synced: 06 Nov 2024

https://github.com/Jzou44/photo2pixel

Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art.

image-processing pixel pixel-art pixelart pytorch

Last synced: 08 Nov 2024

https://github.com/AI-Hypercomputer/JetStream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

gemma gpt gpu inference jax large-language-models llama llama2 llm llm-inference llmops mlops model-serving pytorch tpu transformer

Last synced: 01 Nov 2024

https://github.com/ai-hypercomputer/jetstream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

gemma gpt gpu inference jax large-language-models llama llama2 llm llm-inference llmops mlops model-serving pytorch tpu transformer

Last synced: 13 Nov 2024

https://github.com/cvlab-kaist/Self-Attention-Guidance

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

artificial-intelligence diffusion-models generative-models pytorch

Last synced: 31 Oct 2024

https://github.com/dvlab-research/UVTR

Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)

3d-detection multi-modality pytorch

Last synced: 28 Oct 2024

https://github.com/spijkervet/torchaudio-augmentations

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 26 Oct 2024

https://github.com/SamsungLabs/fcaf3d

[ECCV2022] FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

3d-object-detection fcaf3d mmdetection object-detection pytorch s3dis scannet sun-rgbd

Last synced: 26 Oct 2024

https://github.com/gmayday1997/SceneChangeDet

pytorch implementation of scene change detection

change-detection contrastive-loss pytorch scene-change-detection

Last synced: 01 Nov 2024

https://github.com/natasha/slovnet

Deep Learning based NLP modeling for Russian language

bert deep-learning machine-learning morphology ner nlp python pytorch russian syntax

Last synced: 11 Oct 2024

https://github.com/alibaba-mmai-research/TAdaConv

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

action-localization action-recognition pytorch self-supervised-learning tadaconv video-classification video-understanding

Last synced: 11 Nov 2024

https://github.com/compvis/net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

autoencoders gans generative-model inn lightning normalizing-flows pytorch pytorch-lightning streamlit

Last synced: 12 Nov 2024

https://github.com/delira-dev/delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

deep-learning delira machine-learning medical-images medical-imaging pytorch radiology tensorflow

Last synced: 14 Nov 2024

https://github.com/tobran/GALIP

[CVPR2023] A faster, smaller, and better text-to-image model for large-scale training

pytorch text-to-image

Last synced: 27 Oct 2024

https://github.com/zhangyuanhan-ai/noah

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

deep-learning domain-generalization pre-trained-model prompt-tuning pytorch transfer-learning visual-prompting

Last synced: 26 Oct 2024

https://github.com/picsart-ai-research/semask-segmentation

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation

ade20k cityscapes coco-stuff-10k pytorch semantic-segmentation semask vision-transformers

Last synced: 10 Nov 2024

https://github.com/EmilienDupont/neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

deep-learning neural-processes pytorch

Last synced: 30 Oct 2024

https://github.com/ruhyadi/YOLO3D

YOLO 3D Object Detection for Autonomous Driving Vehicle

3d-object-detection deep-learning pytorch self-driving-car yolo

Last synced: 28 Oct 2024

https://cure-lab.github.io/PnPInversion/

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch

Last synced: 30 Oct 2024

https://github.com/salesforce/tabularsemanticparsing

Translating natural language questions to a structured query language

database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql

Last synced: 15 Nov 2024

https://github.com/pmeier/light-the-torch

Install PyTorch distributions with computation backend auto-detection

cuda install pip pytorch

Last synced: 13 Nov 2024

https://github.com/kwea123/nsff_pl

Neural Scene Flow Fields using pytorch-lightning, with potential improvements

nerf neural-radiance-fields neural-scene-flow-fields nsff pytorch pytorch-lightning view-synthesis

Last synced: 30 Oct 2024

https://github.com/nianticlabs/map-free-reloc

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

benchmark computer-vision dataset eccv2022 pose-estimation pytorch relocalization visual-relocalization

Last synced: 15 Nov 2024

https://github.com/nianticlabs/footprints

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

computer-vision deep-learning depth-estimation monodepth pytorch

Last synced: 15 Nov 2024

https://github.com/bjascob/amrlib

A python library that makes AMR parsing, generation and visualization simple.

abstract-meaning-representation amr amr-graphs amr-parser amr-parsing neural-network python pytorch spacy spacy-extension text-generation transformer

Last synced: 14 Oct 2024

https://github.com/mic-dkfz/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 13 Nov 2024

https://github.com/MIC-DKFZ/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 15 Nov 2024

https://github.com/hyperparticle/udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies

Last synced: 14 Nov 2024