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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.
- GitHub: https://github.com/topics/pytorch
- Wikipedia: https://en.wikipedia.org/wiki/PyTorch
- Repo: https://github.com/pytorch/pytorch
- Created by: Facebook's AI Research lab (FAIR)
- Released: September 2016
- Related Topics: python, pytorch-tutorial,
- Last updated: 2024-07-29 13:55:27 UTC
- JSON Representation
https://github.com/fendouai/PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程,强化教程,计算机视觉,自然语言处理,生成对抗网络,强化学习。欢迎 Star,Fork!
pytorch pytorch-cnn pytorch-gan pytorch-nlp pytorch-tutorial
Last synced: 03 Aug 2024
https://github.com/pytorch/TensorRT
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt
Last synced: 01 Aug 2024
https://github.com/mravanelli/pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit
Last synced: 30 Jul 2024
https://github.com/OAID/TengineKit
TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow
Last synced: 02 Aug 2024
https://github.com/gordicaleksa/pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention
Last synced: 02 Aug 2024
https://github.com/tencentmusic/cube-studio
cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,大数据平台对接,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式训练,超参搜索,推理服务VGPU,边缘计算,serverless,标注平台,自动化标注,数据集管理,大模型微调,vllm大模型推理,llmops,私有知识库,AI模型应用商店,支持模型一键开发/推理/微调,支持国产cpu/gpu/npu芯片,支持RDMA,支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式
ai aihub argo automl gpt inference kubeflow kubernetes llmops mlops notebook pipeline pytorch spark vgpu workflow
Last synced: 30 Jul 2024
https://nvidia.github.io/MinkowskiEngine/
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Last synced: 03 Aug 2024
https://github.com/phlippe/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
deep-learning flax jax optax pytorch pytorch-lightning tutorial tutorials uvadlc
Last synced: 09 Aug 2024
https://github.com/microsoft/DialoGPT
Large-scale pretraining for dialogue
data-processing dialogpt dialogue gpt-2 machine-learning pytorch text-data text-generation transformer
Last synced: 07 Aug 2024
https://github.com/automl/Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
automl deep-learning pytorch tabular-data
Last synced: 01 Aug 2024
https://github.com/r9y9/wavenet_vocoder
WaveNet vocoder
neural-vocoder python pytorch speech speech-processing speech-synthesis wavenet wavenet-vocoder
Last synced: 03 Aug 2024
https://github.com/lakesoul-io/LakeSoul
LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
arrow big-data datafusion datalake flink huggingface lakehouse lakesoul postgresql python pytorch rust spark sql streaming vectorized velox
Last synced: 31 Jul 2024
https://github.com/ashishpatel26/Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
andrew-ng andrew-ng-course andrew-ng-machine-learning andrewng coursera coursera-machine-learning data-science deep-learning deep-neural-networks dl machine-learning ml neural-network neural-networks numpy pandas python pytorch reinforcement-learning
Last synced: 03 Aug 2024
https://github.com/dvmazur/mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops
colab-notebook deep-learning google-colab language-model llm mixture-of-experts offloading pytorch quantization
Last synced: 31 Jul 2024
https://github.com/curiousily/Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Last synced: 01 Aug 2024
https://github.com/hzwer/ICCV2019-LearningToPaint
ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning
computer-vision deep-learning painting pytorch reinforcement-learning
Last synced: 06 Aug 2024
https://github.com/deeplearningturkiye/turkce-yapay-zeka-kaynaklari
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
caffe convolutional-neural-networks deep-learning derin-ogrenme dogal-dil-isleme keras machine-learning makine-ogrenmesi natural-language-processing pytorch tensorflow yapay-zeka
Last synced: 01 Aug 2024
https://github.com/microsoft/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms
Last synced: 01 Aug 2024
https://github.com/LinkSoul-AI/Chinese-Llama-2-7b
开源社区第一个能下载、能运行的中文 LLaMA2 模型!
deep-learning llama2 llama2-docker llm pytorch
Last synced: 30 Jul 2024
https://github.com/state-spaces/s4
Structured state space sequence models
pytorch sequence-models state-space-models
Last synced: 31 Jul 2024
https://github.com/namisan/mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
bert deep-learning machine-reading-comprehension microsoft multi-task-learning named-entity-recognition natural-language-understanding nlp pytorch ranking
Last synced: 02 Aug 2024
https://github.com/PetrochukM/PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
data-loader dataset deep-learning embeddings machine-learning metrics natural-language-processing neural-network nlp python pytorch pytorch-nlp sru torchnlp word-vectors
Last synced: 31 Jul 2024
https://github.com/google-research-datasets/Objectron
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/Rikorose/DeepFilterNet
Noise supression using deep filtering
audio deep-learning noise-suppression pytorch rust speech speech-enhancement
Last synced: 01 Aug 2024
https://github.com/ufoym/imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
data-sampling image-classification imbalanced-data pytorch
Last synced: 03 Aug 2024
https://github.com/PennyLaneAI/pennylane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow
Last synced: 31 Jul 2024
https://github.com/666DZY666/micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
batch-normalization-fuse bnn convolutional-networks dorefa group-convolution integer-arithmetic-only model-compression network-in-network network-slimming neuromorphic-computing onnx post-training-quantization pruning pytorch quantization quantization-aware-training tensorrt tensorrt-int8-python twn xnor-net
Last synced: 31 Jul 2024
https://github.com/datawhalechina/thorough-pytorch
PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/
deep-learning machine-learning python pytorch
Last synced: 03 Aug 2024
https://github.com/asteroid-team/asteroid
The PyTorch-based audio source separation toolkit for researchers
audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation
Last synced: 05 Aug 2024
https://github.com/mit-han-lab/bevfusion
[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
3d-perception camera lidar object-detection pytorch semantic-segmentation sensor-fusion
Last synced: 31 Jul 2024
https://github.com/PeterH0323/Smart_Construction
Base on YOLOv5 Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗
detection helmet object-detection python pytorch yolo yolov5
Last synced: 02 Aug 2024
https://github.com/carefree0910/carefree-creator
AI magics meet Infinite draw board.
image-to-image inpainting latent-diffusion outpainting pypi python pytorch sketch-to-image stable-diffusion super-resolution text-to-image
Last synced: 30 Jul 2024
https://github.com/yhenon/pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
Last synced: 31 Jul 2024
https://github.com/fatchord/WaveRNN
WaveRNN Vocoder + TTS
neural-vocoder pytorch speech-synthesis tacotron text-to-speech tts wavernn
Last synced: 31 Jul 2024
https://github.com/CoinCheung/pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
amsoftmax cuda dice-loss ema focal-loss label-smoothing lovasz-softmax mish partial-fc pytorch triplet-loss
Last synced: 03 Aug 2024
https://github.com/asappresearch/sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
deep-learning nlp pytorch recurrent-neural-networks
Last synced: 06 Aug 2024
https://github.com/huggingface/optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers
Last synced: 31 Jul 2024
https://github.com/lucidrains/reformer-pytorch
Reformer, the efficient Transformer, in Pytorch
artificial-intelligence attention-mechanism machine-learning pytorch transformers
Last synced: 01 Aug 2024
https://github.com/ppogg/YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~
android-app mnn mobilenet ncnn onnxruntime openvivo picodet pplcnet pytorch repvgg shufflenetv2 tensorrt tflite transformer yolov5
Last synced: 31 Jul 2024
https://github.com/girafe-ai/ml-course
Open Machine Learning course
computer-vision course deep-learning machine-learning materials natural-language-processing python pytorch reinforcement-learning seminars
Last synced: 01 Aug 2024
https://github.com/AIZOOTech/FaceMaskDetection
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
Last synced: 31 Jul 2024
https://github.com/NVlabs/nvdiffrec
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
Last synced: 03 Aug 2024
https://nvlabs.github.io/nvdiffrec/
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
Last synced: 01 Aug 2024
https://github.com/aws/sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow
Last synced: 02 Aug 2024
https://github.com/lxe/simple-llm-finetuner
Simple UI for LLM Model Finetuning
ai gpt-2 gpt-3 huggingface huggingface-transformers llama llm peft pytorch
Last synced: 01 Aug 2024
https://github.com/x-plug/mplug-owl
mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
alpaca chatbot chatgpt damo dialogue gpt gpt4 gpt4-api huggingface instruction-tuning large-language-models llama mplug mplug-owl multimodal pretraining pytorch transformer video visual-recognition
Last synced: 02 Aug 2024
https://github.com/X-PLUG/mPLUG-Owl
mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
alpaca chatbot chatgpt damo dialogue gpt gpt4 gpt4-api huggingface instruction-tuning large-language-models llama mplug mplug-owl multimodal pretraining pytorch transformer video visual-recognition
Last synced: 02 Aug 2024
https://github.com/TingFree/NLPer-Arsenal
收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
baselines gpu nlp nlp-competition nlp-conference nlp-media pytorch
Last synced: 01 Aug 2024
https://github.com/Jack-Cherish/Deep-Learning
:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割
deep-learning python python3 pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/fepegar/torchio
Medical imaging toolkit for deep learning
augmentation data-augmentation deep-learning machine-learning medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging-datasets medical-imaging-with-deep-learning python pytorch
Last synced: 02 Aug 2024
https://github.com/lonePatient/BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span
Last synced: 03 Aug 2024
https://github.com/WongKinYiu/ScaledYOLOv4
Scaled-YOLOv4: Scaling Cross Stage Partial Network
deep-learning machine-learning ml object-detection pytorch scaled-yolov4 yolo yolov3 yolov4 yolov4-csp yolov4-large yolov4-tiny
Last synced: 03 Aug 2024
https://github.com/alibaba/EasyNLP
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
bert deep-learning fewshot-learning knowledge-distillation knowledge-pretraining machine-learning nlp pretrained-models pytorch text-classification text-image-retrieval text-to-image-synthesis transfer-learning transformers
Last synced: 31 Jul 2024
https://github.com/webdataset/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
data-augmentation deep-learning pytorch webdataset webdataset-format
Last synced: 03 Aug 2024
https://github.com/Lightning-AI/torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
analyses data-science deep-learning machine-learning metrics python pytorch
Last synced: 31 Jul 2024
https://github.com/megvii-research/NAFNet
The state-of-the-art image restoration model without nonlinear activation functions.
deblur denoise eccv2022 image-deblurring image-denoising image-restoration low-level-vision pytorch stereo-super-resolution
Last synced: 07 Aug 2024
https://github.com/azavea/raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation
Last synced: 31 Jul 2024
https://github.com/dmMaze/BallonsTranslator
深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning
anime auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection
Last synced: 01 Aug 2024
https://github.com/kingyiusuen/image-to-latex
Convert images of LaTex math equations into LaTex code.
computer-vision deep-learning encoder-decoder end-to-end-machine-learning latex pytorch streamlit-webapp transformer
Last synced: 31 Jul 2024
https://github.com/WongKinYiu/yolor
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
darknet explicit implicit pytorch representation scaled-yolov4 unified-network yolo yolor yolov4 yolov4-csp
Last synced: 30 Jul 2024
https://github.com/neuralmagic/sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning
Last synced: 01 Aug 2024
https://github.com/AIStream-Peelout/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
anomaly-detection deep-learning deep-neural-networks forecasting hacktoberfest lstm pytorch state-of-the-art-models time-series time-series-analysis time-series-forecasting time-series-regression transfer-learning transformer
Last synced: 01 Aug 2024
https://github.com/HypoX64/DeepMosaics
Automatically remove the mosaics in images and videos, or add mosaics to them.
computer-vision deep-learning mosaic pytorch video-inpainting
Last synced: 01 Aug 2024
https://github.com/delip/PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial
Last synced: 03 Sep 2024
https://github.com/r9y9/deepvoice3_pytorch
PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models
end-to-end machine-learning multi-speaker python pytorch speech-processing speech-synthesis tts
Last synced: 01 Aug 2024
https://github.com/salesforce/awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
language-model lstm pytorch qrnn sgd
Last synced: 05 Aug 2024
https://github.com/deepcam-cn/yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
arcface blazeface pytorch retinaface scrfd shufflenet tensorrt tinaface yolo yolov5 yolov7
Last synced: 31 Jul 2024
https://github.com/tristandeleu/pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
few-shot-learning meta-learning pytorch
Last synced: 01 Aug 2024
https://github.com/Hzzone/pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
openpose pose-estimation pytorch
Last synced: 01 Aug 2024
https://github.com/jalammar/ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
explorables language-models natural-language-processing nlp pytorch visualization
Last synced: 01 Aug 2024
https://github.com/neuraloperator/neuraloperator
Learning in infinite dimension with neural operators.
fno fourier-neural-operator neural-operator neural-operators partial-differential-equations pde pytorch tensor-methods tensorization tensorly uno
Last synced: 05 Aug 2024
https://github.com/frgfm/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
activation-maps class-activation-map cnn deep-learning grad-cam gradcam gradcam-plus-plus interpretability interpretable-deep-learning python pytorch saliency-map score-cam smoothgrad
Last synced: 02 Aug 2024
https://github.com/ashishpatel26/LLM-Finetuning
LLM Finetuning with peft
falcon fine-tuning huggingface llama llama2 llm llms lora peft pytorch text-generation
Last synced: 31 Jul 2024
https://github.com/albertpumarola/GANimation
GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
deep-learning eccv-2018 face-manipulation facial-expressions gan ganimation generative-adversarial-network pytorch
Last synced: 03 Aug 2024
https://github.com/autonomousvision/sdfstudio
A Unified Framework for Surface Reconstruction
3d-reconstruction implicit-neural-representation multi-view-reconstruction nerf pytorch sdf surface-reconstruction
Last synced: 02 Aug 2024
https://github.com/DLR-RM/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
deep-reinforcement-learning gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning lab openai optimization pybullet pybullet-environments pytorch reinforcement-learning rl robotics sde stable-baselines tuning-hyperparameters
Last synced: 02 Aug 2024
https://github.com/rguthrie3/DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
deep-learning lstm neural-network nlp pytorch tutorial
Last synced: 01 Aug 2024
https://github.com/IDEA-Research/detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
anchor-detr conditional-detr dab-detr deformable-detr deta detr dino dn-detr group-detr h-detr mask-dino object-detection pose-estimation pytorch segmentation state-of-the-art
Last synced: 31 Jul 2024
https://github.com/learning-at-home/hivemind
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing
Last synced: 01 Aug 2024
https://autonomousvision.github.io/sdfstudio/
A Unified Framework for Surface Reconstruction
3d-reconstruction implicit-neural-representation multi-view-reconstruction nerf pytorch sdf surface-reconstruction
Last synced: 31 Jul 2024
https://github.com/Mukosame/Anime2Sketch
A sketch extractor for anime/illustration.
anime comic computer-vision deep-learning gan gans generative-adversarial-network gradio image-generation manga pytorch sketch wacv
Last synced: 03 Aug 2024
https://github.com/prabhuomkar/pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone
artificial-intelligence autograd colab convolutional-neural-network cplusplus datasets generative-adversarial-network interactive-tutorials language-model libtorch machine-learning neural-network pytorch recurrent-neural-network scriptmodule-files tensors torch tutorial
Last synced: 31 Jul 2024
https://github.com/jiesutd/NCRFpp
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling
Last synced: 01 Aug 2024
https://github.com/labmlai/labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization
Last synced: 31 Jul 2024
https://github.com/ncullen93/torchsample
Train AI models efficiently on medical images using any framework
deep-learning keras medical-imaging neuroimaging pytorch
Last synced: 28 Aug 2024
https://github.com/nitrain/nitrain
Train AI models efficiently on medical images using any framework
deep-learning keras medical-imaging neuroimaging pytorch
Last synced: 03 Aug 2024
https://github.com/open-mmlab/mmgeneration
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
diffusion-models gan generative generative-adversarial-network mmcv openmmlab pytorch
Last synced: 02 Aug 2024
https://github.com/open-mmlab/mmaction
An open-source toolbox for action understanding based on PyTorch
action-detection action-recognition pytorch spatial-temporal-action-detection temporal-action-detection temporal-action-localization video-understanding
Last synced: 31 Jul 2024
https://github.com/nobody132/masr
中文语音识别; Mandarin Automatic Speech Recognition;
chinese-speech-recognition mandarin-chinese pytorch speech-recognition
Last synced: 02 Aug 2024
https://github.com/rlworkgroup/garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Last synced: 31 Jul 2024
https://github.com/IgorSusmelj/pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
best-practices pytorch styleguide
Last synced: 02 Aug 2024
https://github.com/FunAudioLLM/SenseVoice
Multilingual Voice Understanding Model
ai aigc asr audio-event-classification cross-lingual gpt-4o llm multilingual python pytorch speech-emotion-recognition speech-recognition speech-to-text
Last synced: 03 Aug 2024
https://github.com/jik876/hifi-gan
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
deep-learning gan hifi-gan pytorch speech-synthesis text-to-speech tts vocoder
Last synced: 01 Aug 2024
https://github.com/pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
ai control decision-making distributed-computing machine-learning marl model-based-reinforcement-learning multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Last synced: 01 Aug 2024
https://github.com/rentruewang/koila
Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
deep-learning gradient-accumulation lazy-evaluation machine-learning memory-management neural-network out-of-memory python pytorch
Last synced: 02 Aug 2024
https://github.com/wolny/pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
3d-segmentation 3d-unet dice-coefficient groupnorm pytorch pytorch-3dunet residual-unet semantic-segmentation unet unet-pytorch volumetric-data
Last synced: 07 Aug 2024
https://github.com/uber/orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
arima bayesian bayesian-methods bayesian-statistics changepoint exponential-smoothing forecast forecasting machine-learning orbit probabilistic probabilistic-programming pyro pystan python pytorch regression regression-models stan time-series
Last synced: 01 Aug 2024
https://github.com/open-mmlab/mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
detection openmmlab pytorch rotated-object
Last synced: 08 Aug 2024
https://github.com/Harry24k/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks].
adversarial-attacks deep-learning pytorch
Last synced: 31 Jul 2024