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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/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: 03 Aug 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: 01 Aug 2024

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

3D Graph Neural Networks for RGBD Semantic Segmentation

gnns point-cloud pytorch rgbd segmentation

Last synced: 31 Jul 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: 02 Aug 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/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/Spico197/DocEE

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

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

Last synced: 01 Aug 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: 01 Aug 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/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: 24 Sep 2024

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

RODNet: Radar object detection network

autonomous-driving detection object-detection paper pytorch radar rodnet

Last synced: 31 Jul 2024

https://github.com/gmayday1997/SceneChangeDet

pytorch implementation of scene change detection

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

Last synced: 01 Aug 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: 31 Jul 2024

https://github.com/spfrommer/torchexplorer

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

pytorch visualization wandb

Last synced: 31 Jul 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: 27 Sep 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: 26 Sep 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: 03 Aug 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: 01 Aug 2024

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

LLaMA 2 implemented from scratch in PyTorch

language-model llama llama2 paper-implementations pytorch

Last synced: 27 Sep 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: 24 Sep 2024

https://github.com/cure-lab/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: 01 Aug 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: 03 Aug 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: 30 Jul 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: 02 Aug 2024

https://github.com/openclimatefix/metnet

PyTorch Implementation of Google Research's MetNet and MetNet-2

pytorch

Last synced: 01 Aug 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: 07 Aug 2024

https://github.com/Diamondfan/CTC_pytorch

CTC end -to-end ASR for timit and 863 corpus.

ctc decoder kaldi pytorch timit

Last synced: 07 Aug 2024

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

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

deep-learning neural-processes pytorch

Last synced: 31 Jul 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: 18 Aug 2024

https://github.com/openclimatefix/skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

gan nowcasting nowcasting-models nowcasting-precipitation pytorch pytorch-implementation pytorch-lightning

Last synced: 27 Sep 2024

https://github.com/BasBuller/PySNN

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

deep-learning dynamic gpu-acceleration gpu-computing machine-learning neural-networks python3 pytorch spiking-neural-networks stdp

Last synced: 03 Aug 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: 31 Jul 2024

https://github.com/SsisyphusTao/Object-Detection-Knowledge-Distillation

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

deep-learning knowledge-distillation object-detection pytorch ssd yolov5

Last synced: 02 Aug 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: 31 Jul 2024

https://github.com/ajbrock/FreezeOut

Accelerate Neural Net Training by Progressively Freezing Layers

deep-learning densenet machine-learning memes neural-networks pytorch vgg16 wide-residual-networks

Last synced: 03 Aug 2024

https://github.com/aangelopoulos/conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision

Last synced: 01 Aug 2024

https://github.com/MLSysOps/Active-Learning-as-a-Service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 31 Jul 2024

https://github.com/ZhangYuanhan-AI/NOAH

Searching prompt modules for parameter-efficient transfer learning.

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

Last synced: 09 Aug 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: 01 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: 02 Aug 2024

https://github.com/ToluClassics/candle-tutorial

Tutorial for Porting PyTorch Transformer Models to Candle (Rust)

candle pytorch rust rust-lang

Last synced: 24 Sep 2024

https://github.com/tusharsarkar3/xbnet

Boosted neural network for tabular data

deep-learning hacktoberfest machine-learning pytorch

Last synced: 26 Sep 2024

https://github.com/dqshuai/MetaFormer

A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”

fine-grained-classification pytorch

Last synced: 01 Aug 2024

https://github.com/nachiket92/PGP

Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

autonomous-vehicles nuscenes pytorch trajectory-prediction

Last synced: 31 Jul 2024

https://github.com/jiachens/ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness

Last synced: 31 Jul 2024

https://github.com/Deepest-Project/MelNet

Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"

generative-model pytorch tts

Last synced: 01 Aug 2024

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 03 Aug 2024

https://github.com/hyperdimensional-computing/torchhd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

hd-computing hdc hyperdimensional-computing pytorch symbolic-ai vector-symbolic-architectures vsa

Last synced: 27 Sep 2024

https://github.com/DeMoriarty/TorchPQ

Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda

cuda nearest-neighbor-search pytorch

Last synced: 01 Aug 2024

https://github.com/GFNOrg/torchgfn

GFlowNet library

gflownets pytorch

Last synced: 02 Aug 2024

https://github.com/ttanzhiqiang/onnx_tensorrt_project

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

batch-inference centerface centernet classify darknet libtorch mxnet onnx-tensorrt pytorch retinaface unet yolor yolov4 yolov5 yolox

Last synced: 31 Jul 2024

https://github.com/soobinseo/Tacotron-pytorch

Pytorch implementation of Tacotron

pytorch tacotron text-to-speech tts

Last synced: 03 Aug 2024

https://github.com/dmarnerides/pydlt

PyTorch based Deep Learning Toolbox

computer-vision deep-learning pytorch toolbox

Last synced: 03 Aug 2024

https://github.com/Siyu-C/ACAR-Net

[CVPR 2021] Actor-Context-Actor Relation Network for Spatio-temporal Action Localization

acar-net action-detection activitynet activitynet-challenge arxiv ava ava-dataset ava-kinetics model-zoo pytorch spatio-temporal-action-localization torch

Last synced: 01 Aug 2024

https://github.com/stas00/ipyexperiments

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

gpu ipython jupyter memory-management notebook pytorch ram

Last synced: 24 Sep 2024

https://ku-cvlab.github.io/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 Jul 2024

https://github.com/KU-CVLAB/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 Jul 2024

https://github.com/hangg7/deformable-kernels

Deforming kernels to adapt towards object deformation. In ICLR 2020.

iclr2020 operator pytorch representation-learning

Last synced: 31 Jul 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: 31 Jul 2024

https://github.com/CyberAgentAILab/layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Jul 2024

https://cyberagentailab.github.io/layout-dm/

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Jul 2024

https://github.com/matthew-z/R-net

R-net in PyTorch, with ELMo

allennlp pytorch r-net squad

Last synced: 01 Aug 2024

https://github.com/Bil369/MaskDetect-YOLOv4-PyTorch

基于PyTorch&YOLOv4实现的口罩佩戴检测 :star: 自建口罩数据集分享

maskdetect pytorch yolov4

Last synced: 02 Aug 2024

https://github.com/tfjgeorge/nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

ek-fac ekfac fim fisher-information-matrix gram jacobian k-fac kfac neural-tangent-kernel ntk pytorch tangent

Last synced: 02 Aug 2024

https://github.com/shreyas-bk/u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net

Last synced: 30 Jul 2024

https://github.com/google/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: 25 Sep 2024