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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/customdiffusion360/custom-diffusion360

CustomDiffusion360: Customizing Text-to-Image Diffusion with Camera Viewpoint Control

camera-pose-control computer-vision customization generative-model pytorch stable-diffusion text-to-image

Last synced: 30 Oct 2024

https://github.com/nlp-love/model_log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具,可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等,并以曲线图的形式进行展现对比,轻松三步即可实现。

deep-learning log machine-learning metric model pytorch tensorflow

Last synced: 10 Nov 2024

https://github.com/fhamborg/newsmtsc

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

cuda dataset deep-learning news-articles pytorch sentiment-analysis sentiment-classification text-classification tsc

Last synced: 09 Nov 2024

https://github.com/eugeneyan/recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

graph matrix-factorization nlp pytorch recommender-system

Last synced: 08 Nov 2024

https://github.com/kamo-naoyuki/pytorch_convolutional_rnn

PyTorch implementation of Convolutional Recurrent Neural Network

cnn crnn deep-learning pytorch rnn

Last synced: 27 Oct 2024

https://github.com/1adrianb/binary-networks-pytorch

Binarize convolutional neural networks using pytorch :fire:

convolutional-neural-networks network-binarization network-quantization pytorch

Last synced: 31 Oct 2024

https://github.com/ashawkey/ccnerf

[NeurIPS 2022] Compressible-composable NeRF via Rank-residual Decomposition.

nerf pytorch

Last synced: 12 Nov 2024

https://github.com/lonepatient/daguan_2019_rank9

datagrand 2019 information extraction competition rank9

bert crf dropout ie information-extraction lookahead lstm ner ngram pytorch span train-bert

Last synced: 06 Nov 2024

https://github.com/dragen1860/deep-learning-with-pytorch-book

PyTorch深度学习开源电子书

deep-learning pytorch

Last synced: 01 Nov 2024

https://github.com/okankop/MFF-pytorch

Motion Fused Frames implementation in PyTorch, codes and pretrained models.

arxiv codebase flow-computation motion-fused-frames pretrained-models process-dataset pytorch

Last synced: 05 Nov 2024

https://github.com/ashawkey/CCNeRF

[NeurIPS 2022] Compressible-composable NeRF via Rank-residual Decomposition.

nerf pytorch

Last synced: 07 Nov 2024

https://github.com/kentonishi/torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

audio-augmentation augmentation gpu-support pitch-shift pytorch sound-processing torch torchaudio

Last synced: 11 Oct 2024

https://github.com/SamsungLabs/td3d

[WACV'24] TD3D: Top-Down Beats Bottom-Up in 3D Instance Segmentation

3d-instance-segmentation pytorch s3dis scannet td3d

Last synced: 28 Oct 2024

https://github.com/omarsar/pytorch_notebooks

A collection of PyTorch notebooks for learning and practicing deep learning

ai deeplearning machine-learning nlp notebook pytorch

Last synced: 27 Oct 2024

https://github.com/ami-iit/adam

adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.

adam-robotics automatic-differentiation casadi jax motion-planning numpy optimization python pytorch reinforcement-learning rigid-body-dynamics robotics urdf

Last synced: 29 Oct 2024

https://github.com/archinetai/audio-data-pytorch

A collection of useful audio datasets and transforms for PyTorch.

artifical-intelligense audio-generation datasets deep-learning pytorch

Last synced: 05 Nov 2024

https://github.com/haozheji/multigen

EMNLP2020 - Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph

kg nlg pytorch

Last synced: 03 Aug 2024

https://github.com/HFAiLab/clip-gen

CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP

clip pytorch text-to-image text2image

Last synced: 04 Nov 2024

https://github.com/neu-vi/ezflow

A modular PyTorch library for optical flow estimation using neural networks

modular optical-flow pytorch

Last synced: 01 Nov 2024

https://github.com/920232796/setr-pytorch

Implementation of SETR model, Original paper: Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers.

pytorch setr transformer transformer-segmentation

Last synced: 07 Nov 2024

https://github.com/clovaai/dmfont

Official PyTorch implementation of DM-Font (ECCV 2020)

dmfont eccv2020 few-shot font-generation pytorch

Last synced: 12 Nov 2024

https://github.com/pinto0309/keras-oneclassanomalydetection

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

anomaly-detection caffe cnn grad-cam keras mobilenetv2 onnx openvino pytorch raspberrypi tensorflow

Last synced: 01 Nov 2024

https://github.com/amanteur/BandSplitRNN-PyTorch

Unofficial PyTorch implementation of Music Source Separation with Band-split RNN

music-information-retrieval pytorch source-separation

Last synced: 05 Aug 2024

https://github.com/endia-org/Endia

Scientific Computing in Mojo 🔥

ai arrays compiler jax machine-learning modular mojo numpy python pytorch

Last synced: 03 Aug 2024

https://github.com/jackaduma/cyclegan-vc3

Voice Conversion by CycleGAN (语音克隆/语音转换):CycleGAN-VC3

aigc cyclegan cyclegan-vc cyclegan-vc2 cyclegan-vc3 gan pytorch pytorch-implementation voice-cloning voice-conversion

Last synced: 11 Nov 2024

https://github.com/cxy1997/3D_adapt_auto_driving

Train in Germany, Test in The USA: Making 3D Object Detectors Generalize

3d-object-detection domain-adaptation pytorch

Last synced: 28 Oct 2024

https://github.com/spijkervet/byol

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol deep-learning pytorch self-supervised-learning

Last synced: 27 Oct 2024

https://github.com/sanghyun-son/bicubic_pytorch

A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.

imageprocessing pytorch superresolution

Last synced: 06 Nov 2024

https://github.com/warner-benjamin/commented-transformers

Highly commented implementations of Transformers in PyTorch

bert gpt pytorch transformers

Last synced: 28 Oct 2024

https://github.com/EthanRosenthal/torchmf

matrix factorization in PyTorch

matrix-factorization pytorch recommender-systems

Last synced: 11 Nov 2024

https://github.com/CAPTAIN-WHU/iSAID_Devkit

[CVPR'W19-Oral] Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images"

aerial-imagery cvpr19 dataset devkit dota evaluation-code instance-segmentation object-detection pytorch pytorch-implementation

Last synced: 03 Aug 2024

https://github.com/wangleiphy/tensorgrad

Differentiable Programming Tensor Networks

automatic-differentiation pytorch tensor-networks

Last synced: 05 Aug 2024

https://github.com/IntelLabs/matsciml

Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lightning, the Deep Graph Library, and PyTorch Geometric.

ai dgl pytorch pytorch-lightning

Last synced: 04 Aug 2024

https://github.com/FlowModelingControl/flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

cnm csv davis dmd dynamic-mode-decomposition hdf5 ipsp jupyter machine-learning netcdf openfoam pod proper-orthogonal-decomposition pytorch tau

Last synced: 03 Aug 2024

https://github.com/assassint2017/abdominal-multi-organ-segmentation

abdominal multi-organ segmentation using pytorch

multi-organ-segmentation pytorch segmentation

Last synced: 05 Aug 2024

https://github.com/donydchen/sem2nerf

👩🏼‍🦰😺[ECCV'22] Official PyTorch Implementation of Sem2NeRF: Converting Single-View Semantic Masks to NeRFs

eccv-2022 eccv2022 gan image-generation image-manipulation image-to-image image-translation nerf pytorch semantic-to-nerf

Last synced: 09 Nov 2024

https://github.com/FanDady/Helmet-Detection-YoloV5

Safety helmet wearing detection on construction site based on YoloV5s-V5.0 including helmet dataset(基于YoloV5-V5.0的工地安全帽检测并且包含开源的安全帽数据集)

python pytorch yolov5s

Last synced: 05 Oct 2024

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://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: 03 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/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/hosseinshn/basic-multi-task-learning

This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

multitask-learning pytorch tensorflow

Last synced: 08 Nov 2024

https://github.com/yurizzzzz/Helmet-Detection-YoloV5

Safety helmet wearing detection on construction site based on YoloV5s-V5.0 including helmet dataset(基于YoloV5-V5.0的工地安全帽检测并且包含开源的安全帽数据集)

python pytorch yolov5s

Last synced: 09 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/jackaduma/chatglm-lora-rlhf-pytorch

A full pipeline to finetune ChatGLM LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the ChatGLM architecture. Basically ChatGPT but with ChatGLM

chatglm chatglm-6b chatgpt deepspeed finetune gpt llama llm lora peft ppo pytorch reward-models rlhf

Last synced: 11 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: 01 Nov 2024

https://github.com/scaleoutsystems/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: 29 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/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/kefirski/pytorch_NEG_loss

NEG loss implemented in pytorch

python pytorch word2vec

Last synced: 14 Nov 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/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/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/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: 31 Oct 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/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: 03 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/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/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/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/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/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/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/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/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/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/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/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/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/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/cceyda/torchserve-dashboard

Management Dashboard for Torchserve

ml-deployment pytorch streamlit torchserve

Last synced: 31 Oct 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