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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/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 03 Nov 2024

https://github.com/noahgift/rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

cli dataframe hugging huggingface mlops polars pytorch rust web

Last synced: 05 Aug 2024

https://github.com/audiolabs/torch-pesq

PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio

perceptual-losses pesq python3 pytorch speech-enhancement

Last synced: 05 Nov 2024

https://github.com/SamsungLabs/tr3d

[ICIP2023] TR3D: Towards Real-Time Indoor 3D Object Detection

3d-object-detection pytorch s3dis scannet sunrgbd tr3d

Last synced: 28 Oct 2024

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

基于Pytorch实现的MTCNN模型,人脸检测,人脸关键点检测。

face-detection mtcnn pytorch

Last synced: 01 Nov 2024

https://github.com/miccunifi/SEARLE

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

circo cirr clip composed-image-retrieval fashion-iq knowledge-distillation multimodal-learning pytorch textual-inversion

Last synced: 04 Nov 2024

https://github.com/seba-1511/lstms.pth

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

dropout gal lstm moon pytorch rnn

Last synced: 01 Nov 2024

https://github.com/soumyajit4419/plant_ai

Performing Leaf Image classification for Recognition of Plant Diseases using various types of CNN Architecture, For detection of Diseased Leaf and thus helping the increase in crop yield.

cnn image-classification plant-disease-identification pytorch

Last synced: 01 Nov 2024

https://github.com/arthurdouillard/deepcourse

Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki

anki computer-vision course deep-learning pytorch research

Last synced: 12 Oct 2024

https://github.com/rikeda71/torchcrf

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

conditional-random-fields crf named-entity-recognition ner pytorch

Last synced: 10 Nov 2024

https://github.com/deepvac/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 16 Nov 2024

https://github.com/OctoberChang/X-Transformer

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

extreme-multi-label-classification pytorch text-classification transformers

Last synced: 11 Nov 2024

https://github.com/HKUST-KnowComp/MnemonicReader

A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

document-reader machine-comprehension mnemonic-reader nlp pytorch r-net squad

Last synced: 07 Aug 2024

https://github.com/DeepVAC/libdeepvac

Use PyTorch model in C++ project

cpp deepvac libdeepvac libtorch ncnn pytorch tensorrt

Last synced: 27 Oct 2024

https://github.com/rubenwiersma/deltaconv

Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

differential-geometry geometric-deep-learning graph-learning point-cloud point-cloud-classification point-cloud-segmentation pytorch

Last synced: 11 Oct 2024

https://github.com/PKU-DAIR/SGL

A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

deep-learning geometric-deep-learning graph-neural-networks network-embedding neural-architecture-search pytorch scalable-graph-learning

Last synced: 08 Aug 2024

https://github.com/logancyang/loss-landscape-anim

Create animations for the optimization trajectory of neural nets

loss-landscape neural-nets optimization-trajectory pca pytorch pytorch-lightning

Last synced: 10 Oct 2024

https://github.com/bshall/vectorquantizedcpc

Vector-Quantized Contrastive Predictive Coding for Acoustic Unit Discovery and Voice Conversion

acoustic-features contrastive-predictive-coding pytorch speech-synthesis voice-conversion vq-vae zerospeech

Last synced: 13 Nov 2024

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

ReFinED is an efficient and accurate entity linking (EL) system.

entity-extraction entity-linking entity-resolution nlp pytorch

Last synced: 12 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: 15 Nov 2024

https://github.com/getnamo/MachineLearningRemote-Unreal

Machine Learning plugin for the Unreal Engine, encapsulating calls to remote python servers running e.g. Tensorflow/Pytorch.

cpp machine-learning plugin pytorch socket-io tensorflow unreal

Last synced: 29 Oct 2024

https://github.com/ifsheldon/stannum

Fusing Taichi into PyTorch

pytorch taichi

Last synced: 13 Oct 2024

https://github.com/patball1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Last synced: 13 Nov 2024

https://github.com/npatta01/web-deep-learning-classifier

Deep Learning model to classify food (Web App)

deep-learning fastai heroku neural-network pytorch

Last synced: 15 Nov 2024

https://github.com/gordicaleksa/pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

deep-learning deep-q-network dqn jupyter policy-gradient ppo python pytorch pytorch-dqn pytorch-implementation pytorch-policy-gradient pytorch-ppo reinforcement-learning reinforcement-learning-algorithms rl

Last synced: 11 Nov 2024

https://github.com/kumar-shridhar/know-your-intent

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

chatbot dataset intent intent-classification jupyter python pytorch semantic-hashing state-of-the-art

Last synced: 07 Nov 2024

https://github.com/eurus-holmes/lis-ynp

:crystal_ball: Life is short, you need PyTorch.

examples models pytorch tutorials

Last synced: 12 Nov 2024

https://github.com/tmabraham/UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

cyclegan deep-learning fastai image-to-image-translation nbdev pytorch

Last synced: 05 Nov 2024

https://github.com/moskomule/sam.pytorch

A PyTorch implementation of Sharpness-Aware Minimization for Efficiently Improving Generalization

optimizer pytorch sam

Last synced: 16 Nov 2024

https://github.com/A-baoYang/alpaca-7b-chinese

Finetune LLaMA-7B with Chinese instruction datasets

alpaca chatgpt deep-learning fine-tuning instruction-following llm lora nlp pytorch

Last synced: 25 Oct 2024

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 14 Oct 2024

https://github.com/voldemortX/DST-CBC

Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

cifar cityscapes mixed-precision-training pascal-voc pytorch semantic-segmentation semi-supervised-learning tensorboard

Last synced: 15 Nov 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: 15 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/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/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: 16 Nov 2024

https://github.com/hkust-vgd/lcd

[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching

2d-3d-correspondences 3d-deep-learning descriptors pytorch

Last synced: 28 Oct 2024

https://github.com/lyqun/FPConv

CVPR 2020, "FPConv: Learning Local Flattening for Point Convolution"

3d-convolutions 3d-vision cvpr2020 point-cloud point-convolution pytorch s3dis scannet scene-understanding semantic-segmentation

Last synced: 28 Oct 2024

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/ashawkey/CCNeRF

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

nerf pytorch

Last synced: 07 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/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/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/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/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/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/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/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/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/haozheji/multigen

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

kg nlg pytorch

Last synced: 16 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/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/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/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/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/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/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/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/assassint2017/abdominal-multi-organ-segmentation

abdominal multi-organ segmentation using pytorch

multi-organ-segmentation pytorch segmentation

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/wangleiphy/tensorgrad

Differentiable Programming Tensor Networks

automatic-differentiation pytorch tensor-networks

Last synced: 05 Aug 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/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/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/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/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: 16 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/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: 16 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/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/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/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/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