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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/pyrates-neuroscience/pyrates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 11 Oct 2024

https://github.com/rusty1s/himp-gnn

Hierarchical Inter-Message Passing for Learning on Molecular Graphs

geometric-deep-learning graph-neural-networks graph-pooling junction-tree molecular-graph pytorch

Last synced: 22 Oct 2024

https://github.com/lonepatient/clue_pytorch

CLUE baseline pytorch CLUE的pytorch版本基线

albert bert chinese classification clue ernie glue pytorch roberta xlnet

Last synced: 06 Nov 2024

https://github.com/nachiket273/one_cycle_policy

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

cyclic-learning-rates deep-learning machine-learning notebook notebook-jupyter numpy one-cycle-policy python3 pytorch resnet

Last synced: 05 Nov 2024

https://github.com/kinwaicheuk/audioloader

PyTorch Dataset for Speech and Music audio

audio dataset pytorch

Last synced: 13 Nov 2024

https://github.com/graykode/matorage

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

deep-learning pytorch storage-manager tensorflow

Last synced: 01 Nov 2024

https://github.com/thesage21/lorentz-embeddings

Embed arbitrary graphs in Hyperbolic space

embedding hyperbolic-geometry lorentz pytorch

Last synced: 07 Nov 2024

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 28 Oct 2024

https://github.com/leehanchung/cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer

Last synced: 10 Nov 2024

https://github.com/afuntw/pytorch-mot-tracking

Demo the Kalman Filter on pedestrian tracking with YOLOv3.

mot pytorch tracking

Last synced: 13 Nov 2024

https://github.com/chenqi1126/SIPE

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

cvpr cvpr2022 pytorch semantic-segmentation weakly-supervised-segmentation

Last synced: 15 Nov 2024

https://github.com/gtbluesky/onnxruntime_flutter

A flutter plugin for OnnxRuntime provides an easy, flexible, and fast Dart API to integrate Onnx models in flutter apps across mobile and desktop platforms.

dart ffi flutter onnx onnxruntime pytorch tensorflow

Last synced: 15 Nov 2024

https://github.com/onnx/turnkeyml

The no-code AI toolchain

ai benchmark gpu nvidia onnx pytorch tensorrt toolchain x86

Last synced: 11 Nov 2024

https://github.com/lucidrains/product-key-memory

Standalone Product Key Memory module in Pytorch - for augmenting Transformer models

artificial-intelligence deep-learning pytorch transformers

Last synced: 13 Nov 2024

https://github.com/hpprc/simple-simcse

A simple implementation of SimCSE

deep-learning pytorch sentence-embeddings

Last synced: 27 Oct 2024

https://github.com/kaslanarian/pydynet

NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

autograd cnn cuda cupy deep-learning-framework numpy python pytorch pytorch-implementation rnn transformer

Last synced: 11 Oct 2024

https://github.com/hunto/image_classification_sota

Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.

cifar image-classification imagenet kd nas pruning pytorch rep transformer vit

Last synced: 15 Nov 2024

https://github.com/Project-DC/pygeneses

A PyTorch based DeepRL framework to train and study artificial species in bio-inspired environments.

artificial-agents artificial-intelligence deep-learning hacktoberfest pytorch reinforcement-learning

Last synced: 17 Nov 2024

https://github.com/ternaus/midv-500-models

Model for document segmentation trained on the midv-500-models dataset.

computer-vision deep-learning document-scanner image-segmentation python pytorch semantic-segmentation

Last synced: 27 Oct 2024

https://github.com/ivy-llc/vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 15 Nov 2024

https://github.com/sony/diffroll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 08 Nov 2024

https://github.com/paletteml/mlsync

Sync your ML data with your favorite productivity tools!

deep-learning machine-learning mlflow notion python pytorch

Last synced: 01 Nov 2024

https://github.com/cheind/pytorch-debayer

Convolutional PyTorch debayering / demosaicing layers

bayer bayer-filter-array convolution debayer demosaicing pytorch

Last synced: 15 Oct 2024

https://github.com/ise-uiuc/freefuzz

Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)

fuzzing mining pytorch tensorflow

Last synced: 19 Nov 2024

https://github.com/keonlee9420/VAENAR-TTS

PyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.

duration glow neural-tts non-ar non-autoregressive pytorch self-attention speech-synthesis text-to-speech transforer tts unsupervised-duration unsupervised-learning vae

Last synced: 08 Aug 2024

https://github.com/acecoooool/roialign-roipool-pytorch

C++ extension implementation of RoIAlign & RolPool (both GPU and CPU) for PyTorch

cpu gpu object-detection pytorch roialign roipooling

Last synced: 09 Nov 2024

https://github.com/920232796/medicalseg

3D Medical Image Segmentation Models,集成各种医学图像分割模型的小框架,主要是3D,持续更新...

medical-image-segmentation pytorch unet

Last synced: 07 Nov 2024

https://github.com/sony/soundctm

Pytorch implementation of SoundCTM

audio-generation diffusion-models pytorch text-to-audio

Last synced: 15 Nov 2024

https://github.com/ritchieng/ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

deep-learning neural-network pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/d-li14/dgconv.pytorch

PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

automl group-convolution iccv2019 imagenet pretrained-models pytorch resnext

Last synced: 07 Nov 2024

https://github.com/oalieno/asm2vec-pytorch

Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )

asm2vec gpu-acceleration machine-learning neural-language-processing python pytorch unofficial

Last synced: 17 Nov 2024

https://github.com/charliedream1/ai_wiki

AI工程实践:记载工程实践问题的解决策略与关键要点,分享各种实用案例,追踪前沿技术发展,囊括 AI 全栈知识,涵盖大模型、编程技术、机器学习、深度学习、强化学习、图神经网络、语音识别、NLP 及图像识别等领域等

pytorch

Last synced: 05 Nov 2024

https://github.com/prajjwal1/fluence

A deep learning library based on Pytorch focussed on low resource language research and robustness

attention deep-learning nlp pytorch transformers

Last synced: 07 Aug 2024

https://github.com/TissueImageAnalytics/cerberus

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

computational-pathology deep-learning multi-task-learning python pytorch

Last synced: 13 Nov 2024

https://github.com/janosh/tensorboard-reducer

Reduce multiple PyTorch TensorBoard runs to new event (or CSV) files.

averaging csv machine-learning pytorch reducer tensorboard tensorboard-pytorch tensorboard-reducer

Last synced: 16 Nov 2024

https://github.com/neptune-ai/examples

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

compare dashboard experiment fastai jupyter keras metadata ml mlops optuna pandas pipelines pytorch sklearn store tensorflow tracker tracking visualization xgboost

Last synced: 14 Nov 2024

https://github.com/yang-0201/YOLOv6_pro

Make it easier for yolov6 to change the network structure

detection pytorch yolo yolov5 yolov6

Last synced: 09 Nov 2024

https://github.com/ibaiGorordo/Ultrafast-Lane-Detection-Inference-Pytorch-

Example scripts for the detection of lanes using the ultra fast lane detection model in Pytorch.

lane-detection lane-lines-detection lane-segmentation python pytorch self-driving-car

Last synced: 28 Oct 2024

https://github.com/gau-nernst/centernet-lightning

Implementation of CenterNet and FairMOT with PyTorch Lightning

centernet object-detection object-tracking pytorch pytorch-lightning

Last synced: 22 Oct 2024

https://github.com/ibaigorordo/sapiens-pytorch-inference

Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch

computer-vision deep-learning depth-estimation inference pose-estimation python pytorch semantic-segmentation

Last synced: 16 Nov 2024

https://github.com/riccorl/transformer-srl

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

allennlp bert conll2012 dataset labeling natural-language-processing nlp propbank pytorch role semantic semantic-role-labeling shi span srl srl-annotations srltagger transformer transformers verbatlas

Last synced: 08 Nov 2024

https://github.com/argilla-io/biome-text

Custom Natural Language Processing with big and small models 🌲🌱

allennlp data-science natural-language-processing nlp pytorch

Last synced: 30 Sep 2024

https://github.com/d-li14/regnet.pytorch

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

imagenet neural-architecture-search pretrained-models pytorch regnet resnext

Last synced: 07 Nov 2024

https://github.com/michedev/ddpms-pytorch

Implementation of various DDPM papers to understand how they work

ddpm deep-learning generative-model pytorch

Last synced: 14 Nov 2024

https://github.com/gatheluck/FourierHeatmap

Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]

fourier-analysis heatmap pytorch robustness

Last synced: 15 Nov 2024

https://github.com/bradyfu/dvg-face

[TPAMI 2021] DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition

face-recognition heterogeneous-face-recognition pytorch

Last synced: 09 Nov 2024

https://github.com/KaiyangZhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 15 Nov 2024

https://github.com/tonyduan/diffusion

From-scratch diffusion model implemented in PyTorch.

diffusion generative-models pytorch

Last synced: 30 Oct 2024

https://github.com/nikolasent/lyft-perception-challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 22 Oct 2024

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 10 Aug 2024

https://github.com/yang-0201/yolov6_pro

Make it easier for yolov6 to change the network structure

detection pytorch yolo yolov5 yolov6

Last synced: 15 Oct 2024

https://github.com/H2SO4T/ARES

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

android android-testing appium appium-android apple-silicon applesilicon black-box-testing deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 01 Nov 2024

https://github.com/yassersouri/pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

deep-learning machine-learning nips-2017 pytorch

Last synced: 28 Oct 2024

https://github.com/shiba6v/shape_commentator

多次元配列の属性情報を実行時に取得してコメントに書き足すツール

numpy python pytorch

Last synced: 01 Nov 2024

https://github.com/nyumedml/darts

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

artificial-intelligence brain-mri brain-segmentation deep-learning freesurfer medical-imaging pytorch unet

Last synced: 13 Oct 2024

https://github.com/erksch/fnet-pytorch

Unofficial PyTorch implementation of Google's FNet: Mixing Tokens with Fourier Transforms. With checkpoints.

fnet language-model pytorch transformer

Last synced: 06 Nov 2024

https://github.com/fabioperez/skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis' - Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018

computer-vision data-augmentation deep-learning melanoma melanoma-classification pytorch skin-lesion-analysis

Last synced: 05 Nov 2024

https://github.com/danielegrattarola/ginr

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch

Last synced: 02 Nov 2024

https://github.com/kwea123/mvsnet_pl

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

3d-reconstruction depth-prediction multi-view-stereo mvsnet pytorch pytorch-lightning

Last synced: 30 Oct 2024

https://github.com/minar09/vgg16-pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

alexnet imagenet-dataset model-architecture pytorch resnet vgg vgg16 vgg19

Last synced: 07 Nov 2024

https://github.com/cheind/autoregressive

:kiwi_fruit: Autoregressive Models in PyTorch.

autoregressive deep-learning generative-model machine-learning pytorch wavenet

Last synced: 15 Oct 2024

https://github.com/Little-Podi/GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

attention-mechanism cvpr2023 object-tracking pytorch single-object-tracking tracking vision-transformer visual-tracking

Last synced: 02 Nov 2024

https://github.com/wfondrie/depthcharge

A deep learning toolkit for mass spectrometry

deep-learning framework mass-spectrometry metabolomics proteomics pytorch

Last synced: 16 Nov 2024

https://github.com/gaussic/char_rnn_lm_zh

language model in Chinese,基于Pytorch官方文档实现

chinese deep-learning language-model lstm pytorch rnn

Last synced: 13 Nov 2024

https://github.com/suicao/pytorch-audio-emotion-recognition

1st Place Public Leaderboard Solution for ERC2019

audio cnn pytorch sentiment-classification

Last synced: 16 Nov 2024

https://github.com/ziplab/EcoFormer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

classification efficient-transformers neurips-2022 pytorch vision-transformer

Last synced: 11 Nov 2024

https://github.com/DensoITLab/TeachAugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

classification cvpr2022 deeplearning pytorch

Last synced: 28 Oct 2024

https://github.com/rishit-dagli/cppe-dataset

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

artificial-intelligence computer-vision cppe5 data dataset deep-learning machine-learning models object-detection pretrained-models pytorch tensorflow vision

Last synced: 14 Nov 2024

https://github.com/sony/DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

automatic-music-transcription deep-generative-model diffusion generative-model inpainting machine-learning music-generation pytorch

Last synced: 27 Oct 2024

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 13 Nov 2024

https://github.com/kaiyangzhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 29 Oct 2024

https://github.com/rf5/transfusion-asr

Transcribing Speech with Multinomial Diffusion, training code and models.

asr binomial-distribution diffusion discrete-diffusion pytorch speech-recognition

Last synced: 10 Oct 2024