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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/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: 16 Jan 2025

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/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: 29 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/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 Jan 2025

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/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/yanx27/3dgnn_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

gnns point-cloud pytorch rgbd segmentation

Last synced: 21 Nov 2024

https://github.com/showlab/egovlp

[NeurIPS2022] Egocentric Video-Language Pretraining

egocentric-vision pretraining pytorch video-language

Last synced: 17 Jan 2025

https://github.com/ssarcandy/deepcoral

🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016

deep-learning machine-learning python3 pytorch

Last synced: 03 Jan 2025

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: 12 Jan 2025

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/j-min/dl-for-chatbot

Deep Learning / NLP tutorial for Chatbot Developers

chatbot deep-learning nlp pytorch tutorial

Last synced: 19 Nov 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: 28 Nov 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: 16 Jan 2025

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

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 12 Jan 2025

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

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 17 Dec 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 Jan 2025

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

Install PyTorch distributions with computation backend auto-detection

cuda install pip pytorch

Last synced: 11 Jan 2025

https://github.com/activatedgeek/lenet-5

PyTorch implementation of LeNet-5 with live visualization

cnn convolutional-neural-networks deep-learning deep-neural-networks lenet5 machine-learning pytorch

Last synced: 14 Jan 2025

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/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/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/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/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/opendilab/di-hpc

OpenDILab RL HPC OP Lib, including CUDA and Triton kernel

cuda hpc lstm pytorch reinforcement-learning triton

Last synced: 13 Jan 2025

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/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 Jan 2025

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 Jan 2025

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: 10 Jan 2025

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: 11 Jan 2025

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: 17 Jan 2025

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/gmayday1997/SceneChangeDet

pytorch implementation of scene change detection

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

Last synced: 01 Nov 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/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: 10 Dec 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/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/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/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: 29 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: 13 Jan 2025

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: 16 Jan 2025

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/thinklab-sjtu/eda-ai

Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.

ai4eda deep-learning eda-ai floorplan placement pytorch routing

Last synced: 17 Jan 2025

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: 17 Jan 2025

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/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: 27 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://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/Diamondfan/CTC_pytorch

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

ctc decoder kaldi pytorch timit

Last synced: 27 Nov 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: 05 Nov 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: 02 Oct 2024

https://github.com/openclimatefix/metnet

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

pytorch

Last synced: 11 Jan 2025

https://github.com/diamondfan/ctc_pytorch

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

ctc decoder kaldi pytorch timit

Last synced: 27 Dec 2024

https://github.com/hughplay/dfnet

:art: Deep Fusion Network for Image Completion - ACMMM 2019

acmmm2019 deep-learning dfnet edgeconnect fusion-block image-completion image-inpainting inpainting pytorch

Last synced: 16 Jan 2025

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: 14 Nov 2024

https://github.com/kedreamix/pytorch-image-classification

用于pytorch的图像分类,包含多种模型方法,比如AlexNet,VGG,GoogleNet,ResNet,DenseNet等等,包含可完整运行的代码。除此之外,也有colab的在线运行代码,可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。

alexnet cifar10 densenet goolenet inception mnasnet mobilenet pytorch resnet shufflenet vgg

Last synced: 17 Jan 2025

https://github.com/naver/claf

CLaF: Open-Source Clova Language Framework

clova framework language natural-language-processing nlp pytorch

Last synced: 13 Jan 2025

https://github.com/isarandi/nlf

[NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation

3d-human-mesh 3d-human-pose-estimation 3d-human-shape-and-pose-estimation human-mesh-reconstruction human-mesh-recovery pytorch tensorflow

Last synced: 14 Jan 2025

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: 09 Nov 2024

https://github.com/clovaai/fewshot-font-generation

The unified repository for few-shot font generation methods. This repository includes FUNIT (ICCV'19), DM-Font (ECCV'20), LF-Font (AAAI'21) and MX-Font (ICCV'21).

deep-learning fewshot-font-generation font font-generation generative-models machine-learning pytorch

Last synced: 16 Jan 2025

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: 05 Nov 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: 05 Nov 2024

https://github.com/HuaizhengZhang/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: 15 Nov 2024

https://github.com/pythonlessons/mltu

Machine Learning Training Utilities (for TensorFlow and PyTorch)

machine-learning object-detection ocr pytorch speech-recognition speech-to-text tensorflow yolov8

Last synced: 15 Jan 2025

https://github.com/tusharsarkar3/xbnet

Boosted neural network for tabular data

deep-learning hacktoberfest machine-learning pytorch

Last synced: 12 Jan 2025

https://github.com/maum-ai/cotatron

Official code for Cotatron @ INTERSPEECH 2020

pytorch speech-synthesis voice-conversion

Last synced: 17 Jan 2025

https://github.com/huaizhengzhang/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: 11 Jan 2025

https://github.com/openucx/ucc

Unified Collective Communication Library

collectives cuda deep-learning hpc infiniband mpi openshmem pgas pytorch roce sharp

Last synced: 17 Jan 2025

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: 11 Jan 2025