https://github.com/EDAPINENUT/CLCRN

This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022

aaai2022 continuous-convolution graph-neural-networks meteorological-forecasting pytorch spatio-temporal spherical-geometry

Last synced: 08 Aug 2024

https://scaleoutsystems.github.io/fedn/

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 03 Aug 2024

https://github.com/BiomedSciAI/fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

ai cmmd collaboration ct deep-learning fuse fuse-med-ml fusemedml hacktoberfest healthcare isic knight-challenge machine-learning medical medical-imaging multimodality python pytorch stoic vision

Last synced: 15 Nov 2024

https://github.com/borchero/pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

gaussian-mixture-models kmeans machine-learning markov-model pytorch pytorch-lightning

Last synced: 15 Nov 2024

https://github.com/dandelin/dynamic-memory-networks-plus-pytorch

Implementation of Dynamic memory networks plus in Pytorch

dmn language-model python pytorch question-answering

Last synced: 06 Nov 2024

https://github.com/microsoft/adamix

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

adapter bert dart glue gpt-2 nlg nlp nlu parameter-efficient pytorch roberta webnlg

Last synced: 07 Oct 2024

https://github.com/leehanchung/cs224n

Stanford CS224n: Natural Language Processing with Deep Learning, Winter 2020

2020 cs224n cs224n-assignment-solutions cs224nwinter2020 natural-language-processing pytorch stanford stanford-nlp

Last synced: 10 Nov 2024

https://github.com/kefirski/pytorch_NEG_loss

NEG loss implemented in pytorch

python pytorch word2vec

Last synced: 14 Nov 2024

https://github.com/rsnk96/Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

anaconda cuda deep-learning deeplearning dl ffmpeg installers ml opencv python pytorch tensorflow tensorflow-setup ubuntu zsh

Last synced: 06 Nov 2024

https://github.com/szymonmaszke/torchlambda

Lightweight tool to deploy PyTorch models to AWS Lambda

aws aws-cli aws-lambda cli cmake cpp deep-learning deployment docker lambda libtorch lightweight machine-learning minimalistic performance production python pytorch torchscript yaml

Last synced: 26 Oct 2024

https://github.com/szagoruyko/binary-wide-resnet

PyTorch implementation of Wide Residual Networks with 1-bit weights by McDonnell (ICLR 2018)

pytorch wide-residual-networks

Last synced: 29 Oct 2024

https://github.com/chaitjo/geometric-rna-design

gRNAde: Geometric Deep Learning for 3D RNA inverse design

biomolecule-design geometric-deep-learning graph-neural-networks inverse-design pytorch pytorch-geometric rna-structure

Last synced: 16 Nov 2024

https://github.com/dahyun-kang/ifsl

[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

computer-vision cvpr2022 deep-learning few-shot-classification few-shot-learning few-shot-segmentation pytorch pytorch-lightning

Last synced: 15 Nov 2024

https://github.com/deepcam-cn/face-anti-spoofing.pytorch

Train code of face anti-spoofing with a single RGB frame

face-anti-spoofing pytorch

Last synced: 07 Nov 2024

https://github.com/laura-rieger/deep-explanation-penalization

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

ai artificial-intelligence cdep convolutional-neural-network data-science deep-learning explainability explainable-ai fairness fairness-ml feature-importance interpretability interpretable-deep-learning jupyter-notebook machine-learning ml neural-network python pytorch recurrent-neural-network

Last synced: 15 Nov 2024

https://github.com/jingtaozhan/DRhard

SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.

information-retrieval pytorch web-search

Last synced: 16 Nov 2024

https://github.com/rasbt/faster-pytorch-blog

Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy

deeplearning lightning pytorch transformers

Last synced: 01 Nov 2024

https://github.com/zjunlp/molgen

[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback

generation huggingface iclr2024 language-model molecular-generation molecular-optimization molecule molgen multitask pre-trained-language-models pre-trained-model pre-training pytorch selfies targeted-molecular-generation

Last synced: 09 Oct 2024

https://github.com/sherylhyx/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 12 Nov 2024

https://github.com/csinva/hierarchical-dnn-interpretations

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

acd ai artificial-intelligence convolutional-neural-networks data-science deep-learning deep-neural-networks explainability explainable-ai feature-importance iclr interpretability interpretation jupyter-notebook machine-learning ml neural-network python pytorch statistics

Last synced: 14 Nov 2024

https://github.com/Lucid1ty/Yolov5ForCSGO

CSGO agent detection and auto aim

aimbot auto-aim autoaim chinese computer-vision csgo detection english object-detection python python3 pytorch yolov5

Last synced: 09 Nov 2024

https://github.com/mleveryday/60_days_rl_challenge

60_Days_RL_Challenge中文版

artificial-intelligence challenge machine-learning pytorch reinforcement-learning tensorflow

Last synced: 06 Nov 2024

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 15 Nov 2024

https://github.com/declare-lab/dialogue-understanding

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

adversarial-attacks bert bert-embeddings conversational-agents conversational-ai dialogue dialogue-act dialogue-systems dialogue-understanding emotion-analysis emotion-recognition emotion-recognition-in-conversation explainable-ai lstm natural-language-processing natural-language-understanding pretrained-models pytorch sentiment-analysis utterance-level-dialogue

Last synced: 08 Nov 2024

https://github.com/hkchengrex/mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

computer-vision cvpr2021 deep-learning pytorch segmentation video-object-segmentation video-segmentation

Last synced: 10 Nov 2024

https://github.com/storopoli/ciencia-de-dados

Disciplina de Ciências de Dados da UNINOVE

aprendizagem-de-maquina aprendizagem-profunda ciencia-de-dados data-science deeplearning machinelearning matplotlib pandas python pytorch scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/astorfi/3d-convolutional-speaker-recognition-pytorch

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

convolutional-neural-networks python pytorch speaker-verification

Last synced: 01 Nov 2024

https://github.com/giakoumoglou/pyssl

Self-Supervised Learning in PyTorch

barlow-twins barlowtwins byol contrastive-learning dino moco moco-v2 moco-v3 mocov2 mocov3 pytorch pytorch-implementation self-supervised-learning simclr simclr-v2 simclrv2 simsiam ssl supcon swav

Last synced: 10 Aug 2024

https://github.com/emilemathieu/pvae

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

hierarchical-data hyperbolic-geometry poincare-embeddings pytorch vae

Last synced: 13 Oct 2024

https://github.com/nianticlabs/doubletake

[ECCV 2024] DoubleTake: Geometry Guided Depth Estimation

ai computer-vision cost-volume depth depth-estimation eccv2024 machine-learning multiview-stereo mvs python pytorch visualization

Last synced: 10 Oct 2024

https://github.com/tugstugi/mongolian-speech-recognition

Mongolian speech recognition with PyTorch

asr automatic-speech-recognition convolutional-neural-networks deep-learning mongolian python pytorch speech-recognition speech-to-text

Last synced: 15 Nov 2024

https://github.com/jimmyyhwu/pose-interpreter-networks

Real-time robotic object pose estimation with deep learning

3d artificial-intelligence computer-vision deep-learning object-pose-estimation pose-estimation pytorch robotics

Last synced: 03 Nov 2024

https://github.com/negrinho/deep_architect

A general, modular, and programmable architecture search framework

architecture-search auto-ml automatic-machine-learning colab colab-notebook deep-learning deep-neural-networks hyperparameter-optimization machine-learning neural-architecture-search neural-networks pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/zhiqwang/sightseq

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

attention crnn ctc densenet faster-rcnn image-captioning mobilenet object-detection ocr pytorch scene-texts text-recognition transformer

Last synced: 07 Aug 2024

https://github.com/AICAN-Research/FAST-Pathology

⚡ Open-source software for deep learning-based digital pathology

computational-pathology convolutional-neural-networks cplusplus deep-learning deployment digital-pathology fastpathology free-to-use inference machine-learning opencl opengl openvino pytorch software tensorflow tensorrt

Last synced: 14 Nov 2024

https://github.com/hlesmqh/WS3D

Official version of 'Weakly Supervised 3D object detection from Lidar Point Cloud'(ECCV2020)

3d-annotation 3d-annotator 3d-detection bird-eye-view cascade-inference eccv2020 lidar point-cloud point-cloud-detection pointrcnn pytorch vehicle-detection weakly-supervised-learning ws3d

Last synced: 28 Oct 2024

https://github.com/astorfi/sequence-to-sequence-from-scratch

:speech_balloon: Sequence to Sequence from Scratch Using Pytorch

deep-learning machine-learning python pytorch

Last synced: 01 Nov 2024

https://github.com/nmichlo/disent

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

autoencoders configurable datasets disentangled-representations disentanglement metric-learning metrics python python3 pytorch pytorch-lightning representation-learning vae

Last synced: 15 Nov 2024

https://github.com/aican-research/fast-pathology

⚡ Open-source software for deep learning-based digital pathology

computational-pathology convolutional-neural-networks cplusplus deep-learning deployment digital-pathology fastpathology free-to-use inference machine-learning opencl opengl openvino pytorch software tensorflow tensorrt

Last synced: 13 Nov 2024

https://github.com/rdspring1/pytorch_gbw_lm

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

deep-learning gpu language-model lstm machine-learning nlp pytorch torch torch-gbw

Last synced: 29 Oct 2024

https://github.com/gaohongkui/tplinker-ner

TPlinker for NER 中文/英文命名实体识别

chinese-ner ner pytorch tplinker tplinker-ner

Last synced: 12 Nov 2024

https://github.com/sayakpaul/robustness-vit

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

computer-vision jax pytorch robustness self-attention tensorflow transformers

Last synced: 01 Nov 2024

https://github.com/gaohongkui/TPLinker-NER

TPlinker for NER 中文/英文命名实体识别

chinese-ner ner pytorch tplinker tplinker-ner

Last synced: 06 Nov 2024

https://github.com/yeyupiaoling/pytorch-mobilefacenet

Pytorch实现的人脸识别明细MobileFaceNet模型，在预测使用MTCNN检测人脸，然后使用MobileFaceNet模型识别。

face-recognition mobilefacenet mtcnn pytorch

Last synced: 01 Nov 2024

https://github.com/marcometer/recurrent-ppo-truncated-bptt

Baseline implementation of recurrent PPO using truncated BPTT

actor-critic bptt deep-learning deep-reinforcement-learning gru lstm on-policy policy-gradient pomdp ppo proximal-policy-optimization pytorch recurrence recurrent recurrent-neural-networks truncated

Last synced: 27 Oct 2024

https://github.com/leverxgroup/esrgan

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

computer-vision deep-neural-networks generative-adversarial-network image-processing pytorch super-resolution

Last synced: 26 Oct 2024

https://github.com/developmentseed/fastai-serving

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

deep-learning docker machine-learning python pytorch

Last synced: 05 Aug 2024

https://github.com/lartpang/ZoomNet

Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022

camouflaged-object-detection cod codeforpaper cvpr cvpr2022 paper papercode python pytorch rgbcod rgbsod saliency-detection salient-object-detection sod

Last synced: 15 Nov 2024

https://github.com/Jasonkks/PTTR

Pytorch Implementation of PTTR: Relational 3D Point Cloud Object Tracking with Transformer

autonomous-driving point-cloud pytorch tracking

Last synced: 28 Oct 2024

https://github.com/JusperLee/Deep-Clustering-for-Speech-Separation

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

deep-clustering pytorch segmentation speech-separation

Last synced: 02 Nov 2024

https://github.com/adik993/ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

cartpole-v1 deep-learning generalized-advantage-estimation icm intrinsic-curiosity-module mountaincar-v0 pendulum-v0 ppo proximal-policy-optimization pytorch reinforcement-learning

Last synced: 07 Aug 2024

https://github.com/yuweihao/KERN

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

computer-vision graph-neural-network pytorch scene-graph scene-graph-generation

Last synced: 02 Nov 2024

https://github.com/cceyda/torchserve-dashboard

Management Dashboard for Torchserve

ml-deployment pytorch streamlit torchserve

Last synced: 31 Oct 2024

https://github.com/xuyxu/deep-clustering-network

PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.

clustering deep-learning pytorch

Last synced: 08 Nov 2024

https://github.com/yuweihao/kern

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

computer-vision graph-neural-network pytorch scene-graph scene-graph-generation

Last synced: 06 Nov 2024

https://github.com/marcoslucianops/deepstream-yolo-pose

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Pose models

deepstream nvidia nvidia-deepstream-sdk object-detection pose-estimation pytorch tensorrt ultralytics yolo yolov8

Last synced: 16 Nov 2024

https://github.com/amazon-science/tanl

Structured Prediction as Translation between Augmented Natural Languages

deep-learning natural-language-processing pytorch

Last synced: 12 Nov 2024

https://github.com/moskomule/dda

Differentiable Data Augmentation Library

data-augmentation differentiable-data-augmentation faster-auto-augment pytorch

Last synced: 16 Nov 2024

https://github.com/qq44642754a/Yolov5_ros

Real-time object detection with ROS, based on YOLOv5 and PyTorch (基于 YOLOv5的ROS实时对象检测)

pytorch ros yolov5

Last synced: 09 Nov 2024

https://github.com/eliahuhorwitz/conffusion

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

computer-vision conformal-prediction deep-learning diffusion diffusion-models generative-model image-generation image-to-image inpainting prediction-intervals pytorch quantile-regression super-resolution uncertainty-estimation uncertainty-quantification

Last synced: 10 Nov 2024

https://github.com/lonepatient/bilstm-crf-ner-pytorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

bilstm-crf crf lstm ner nlp pytorch

Last synced: 06 Nov 2024

https://github.com/graykode/toeicbert

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

ai bert deep-learning lm mask nlp pytorch pytorch-pretrained toeic

Last synced: 01 Nov 2024

https://github.com/vra/flopth

A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.

cnn deep-learning deeplearning flop flops pip pypi python python3 pytorch visualization

Last synced: 14 Nov 2024

https://github.com/nvidia/clara-train-examples

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

automl clara-train deep-learning healthcare-imaging medical-imaging-computing medical-imaging-processing python3 pytorch tcia-dac

Last synced: 29 Oct 2024

https://github.com/sniklaus/pytorch-extension

an example of a CUDA extension for PyTorch using CuPy which computes the Hadamard product of two tensors

cuda cupy deep-learning python pytorch

Last synced: 14 Nov 2024

https://github.com/snakers4/ds_bowl_2018

Kaggle Data Science Bowl 2018

data-science-bowl-2018 deep-watershed-transform docker dockerfile dwt gpu kaggle python3 pytorch unet vgg16

Last synced: 01 Nov 2024

https://github.com/lupantech/intergps

Data and Code for ACL 2021 Paper "Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning"

mathqa pytorch

Last synced: 05 Nov 2024

https://github.com/esceptico/perceiver-io

Unofficial implementation of Perceiver IO

decoder deep-learning encoder machine-learning nlp perceiver perceiverio python pytorch self-attention transformer

Last synced: 15 Nov 2024

https://github.com/chrhenning/hypnettorch

Package for working with hypernetworks in PyTorch.

deep-learning hypernet hypernets hypernetwork hypernetworks neural-network python pytorch torch

Last synced: 11 Nov 2024

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

Automatic DNN generation for fuzzing and more

compiler deep-learning fuzzing machine-learning pytorch tensorflow

Last synced: 11 Oct 2024

https://github.com/um-arm-lab/pytorch_volumetric

Volumetric structures such as voxels and SDFs implemented in pytorch

chamfer-distance kinematics pytorch robot sdf signed-distance-field signed-distance-functions voxel voxel-grid voxels

Last synced: 16 Nov 2024

https://github.com/AlbertSuarez/object-cut

✂️ Cut the main object of an image automagically

basnet connexion crop-image image-processing openapi pytorch

Last synced: 26 Oct 2024

https://github.com/SherylHYX/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 03 Aug 2024

https://github.com/lucidrains/pytorch-custom-utils

Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new AI research

accelerate pytorch

Last synced: 12 Nov 2024

https://github.com/hellloxiaotian/adnet

Attention-guided CNN for image denoising(Neural Networks,2020)

attention-mechanism blind-denoising cnn cnn-pytorch deep-learning deep-neural-networks deep-reinforcement-learning image-denoising python2 pytorch real-noise sparse

Last synced: 11 Nov 2024

https://github.com/alibaba/graphlearn-for-pytorch

A GPU-accelerated graph learning library for PyTorch, facilitating the scaling of GNN training and inference.

deep-learning distributed gpu graph-neural-networks pytorch

Last synced: 12 Nov 2024

https://github.com/bradyfu/dvg

[NeurIPS 2019] Dual Variational Generation for Low Shot Heterogeneous Face Recognition

face-recognition heterogeneous-face-recognition pytorch

Last synced: 16 Nov 2024

https://github.com/petronetto/docker-python-deep-learning

A container for Deep Learning with Python 3

deep-learning docker jupyter keras machine-learning matplotlib mxnet notebook numpy pandas pyhton3 pytorch scikit-learn tensorflow xgboost

Last synced: 16 Nov 2024

https://github.com/bharathgs/NALU

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 14 Nov 2024

https://github.com/adobe-research/convmelspec

Convmelspec: Convertible Melspectrograms via 1D Convolutions

ai audio conversion coreml coremltools deep-learning machine-learning melspectrograms mil ml on-device onnx pytorch spectrograms

Last synced: 14 Nov 2024

https://github.com/CMU-CREATE-Lab/deep-smoke-machine

Deep learning models and dataset for recognizing industrial smoke emissions

air-quality citizen-science computer-vision deep-learning machine-learning neural-network python pytorch smoke smoke-recognition

Last synced: 14 Nov 2024

https://github.com/snakers4/russian_stt_text_normalization

Russian text normalization pipeline for speech-to-text and other applications based on tagging s2s networks

python3 pytorch russian-language speech speech-to-text text-normalization torchscript

Last synced: 07 Aug 2024

https://github.com/bharathgs/nalu

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 15 Nov 2024

https://github.com/online-ml/deep-river

data-science deep-learning incremental-learning machine-learning neural-network online-deep-learning online-learning outlier-detection pytorch stream

Last synced: 13 Nov 2024

https://github.com/probabilists/lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

bayesian density-estimation density-ratio-estimation inference likelihood-free-inference normalizing-flows probability python pytorch simulation-based-inference

Last synced: 12 Nov 2024

https://github.com/ajayarunachalam/msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

anamoly-detection-using-graphs anomaly-detection correlation data-analysis deep-learning deep-neural-networks explainable-artificial-intelligence feature-engineering feature-selection multidimensional-data multisensor python pytorch sensor sensor-data signal-processing tabular-data time-series variation visualization

Last synced: 06 Nov 2024

https://github.com/elliottzheng/face-detection

Fast and reliable face detection with RetinaFace.PyTorch

face-detection python pytorch retinaface

Last synced: 27 Oct 2024

https://github.com/activatedgeek/torchrl

Highly Modular and Scalable Reinforcement Learning

deep-learning deep-reinforcement-learning dqn machine-learning policy-gradient python3 pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 27 Oct 2024

https://github.com/sgrvinod/a-pytorch-tutorial-to-transformers

Attention Is All You Need | a PyTorch Tutorial to Transformers

attention-is-all-you-need pytorch pytorch-tutorial transformer transformer-architecture transformer-tutorial

Last synced: 07 Nov 2024

https://github.com/biapyx/biapy

Open source Python library for building bioimage analysis pipelines

biomedical-image-processing classification computer-vision convolutional-neural-networks deep-learning denoising image-processing image-segmentation instance-segmentation machine-learning medical-imaging object-detection python pytorch segmentation self-supervised-learning semantic-segmentation super-resolution

Last synced: 15 Nov 2024

https://github.com/yanndubs/lossyless

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

compression deep-learning machine-learning python pytorch self-supervised-learning

Last synced: 27 Oct 2024

https://github.com/jambo6/neuralRDEs

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

controlled-differential-equations deep-learning machine-learning neural-cdes numerical-methods pytorch rough-paths signatures time-series time-series-analysis

Last synced: 28 Sep 2024

https://github.com/pytorch/extension-script

Example repository for custom C++/CUDA operators for TorchScript

cpp cuda pytorch

Last synced: 26 Sep 2024

https://github.com/yingkunwu/R-YOLOv4

This is a PyTorch-based R-YOLOv4 implementation which combines YOLOv4 model and loss function from R3Det for arbitrary oriented object detection.

oriented-object-detection pytorch yolov4

Last synced: 09 Nov 2024

https://github.com/jiaweihe1996/GMTracker

Official PyTorch implementation of "Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking" (CVPR 2021).

deep-learning pytorch tracking-by-detection

Last synced: 13 Nov 2024

https://github.com/ZhixiuYe/Intra-Bag-and-Inter-Bag-Attentions

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

deeplearning distant-supervision nlp pytorch relation-extraction

Last synced: 01 Nov 2024

https://github.com/clovaai/focusseq2seq

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

emnlp2019 generation nlp pytorch question-generation summarization

Last synced: 12 Nov 2024

https://github.com/haoxiangsnr/IRM-based-Speech-Enhancement-using-LSTM

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

deep-neural-networks ideal-ratio-mask lstm pytorch speech-enhancement

Last synced: 02 Nov 2024

https://github.com/airaria/captcharecognition

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

attention cnn pytorch rnn

Last synced: 11 Nov 2024

https://github.com/shibing624/nerpy

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具，支持BertSoftmax、BertSpan等模型，开箱即用。

bert bert-softmax bert-span named-entity-recognition ner nlp pytorch transformers

Last synced: 14 Nov 2024