Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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/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: 24 Sep 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://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/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://github.com/nvlabs/nvdiffrec
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
Last synced: 25 Sep 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: 27 Sep 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: 24 Sep 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: 25 Sep 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/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: 24 Sep 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: 26 Sep 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/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: 24 Sep 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/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: 25 Sep 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/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: 25 Sep 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: 25 Sep 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: 24 Sep 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: 26 Sep 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/pkhungurn/talking-head-anime-demo
Demo for the "Talking Head Anime from a Single Image."
ai anime computer-graphics computer-vision deep-learning machine-learning python pytorch vtuber
Last synced: 25 Sep 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: 24 Sep 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: 24 Sep 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/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: 24 Sep 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: 25 Sep 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: 24 Sep 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: 24 Sep 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: 25 Sep 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/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: 24 Sep 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/shibing624/python-tutorial
Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数据科学,Flask,爬虫开发教程。
numpy pandas python python-tutorial pytorch scikit-learn scipy
Last synced: 26 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: 27 Sep 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/salesforce/awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
language-model lstm pytorch qrnn sgd
Last synced: 25 Sep 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: 24 Sep 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: 24 Sep 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/cure-lab/ltsf-linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
aaai aaai2023 deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction
Last synced: 24 Sep 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: 24 Sep 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: 25 Sep 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: 25 Sep 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/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/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: 24 Sep 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/igorsusmelj/pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
best-practices pytorch styleguide
Last synced: 24 Sep 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/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: 25 Sep 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/linto-ai/whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
asr attention-is-all-you-need attention-mechanism attention-model attention-network attention-seq2seq attention-visualization deep-learning machine-learning multilingual-models python python3 pytorch speaker-diarization speech speech-processing speech-recognition speech-to-text transformers whisper
Last synced: 26 Sep 2024
https://github.com/po-hsun-su/pytorch-ssim
pytorch structural similarity (SSIM) loss
image-analysis image-processing pytorch
Last synced: 25 Sep 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: 24 Sep 2024
https://github.com/autodistill/autodistill
Images to inference with no labeling (use foundation models to train supervised models).
auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8
Last synced: 25 Sep 2024
https://github.com/rlworkgroup/garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Last synced: 24 Sep 2024
https://github.com/harry24k/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks]
adversarial-attacks deep-learning pytorch
Last synced: 26 Sep 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: 24 Sep 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/nobody132/masr
中文语音识别; Mandarin Automatic Speech Recognition;
chinese-speech-recognition mandarin-chinese pytorch speech-recognition
Last synced: 24 Sep 2024
https://github.com/bigmb/unet-segmentation-pytorch-nest-of-unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
imagesegmentation python3 pytorch segmentation tensorvision torch torchvision unet
Last synced: 24 Sep 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/microsoft/deepspeed-mii
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
deep-learning inference pytorch
Last synced: 24 Sep 2024
https://github.com/curt-park/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning
Last synced: 24 Sep 2024
https://github.com/adobe-research/custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
computer-vision customization diffusion-models few-shot fine-tuning pytorch text-to-image-generation
Last synced: 24 Sep 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/open-mmlab/mmrotate
OpenMMLab Rotated Object Detection Toolbox and Benchmark
detection openmmlab pytorch rotated-object
Last synced: 25 Sep 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: 25 Sep 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: 24 Sep 2024
https://github.com/isl-org/open3d-ml
An extension of Open3D to address 3D Machine Learning tasks
3d-object-detection 3d-perception datasets lidar object-detection pretrained-models pytorch rgbd semantic-segmentation tensorflow visualization
Last synced: 24 Sep 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: 24 Sep 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: 27 Sep 2024
https://github.com/Harry24k/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks].
adversarial-attacks deep-learning pytorch
Last synced: 31 Jul 2024
https://github.com/microsoft/DeepSpeed-MII
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
deep-learning inference pytorch
Last synced: 31 Jul 2024
https://github.com/waleedka/hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
deeplearning keras pytorch tensorboard tensorflow visualization
Last synced: 24 Sep 2024
https://github.com/Curt-Park/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
colab-notebook dqn gym-environment nbviewer pytorch rainbow reinforcement-learning
Last synced: 31 Jul 2024
https://github.com/haitongli/knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
cifar10 computer-vision dark-knowledge deep-neural-networks knowledge-distillation model-compression pytorch
Last synced: 24 Sep 2024
https://github.com/uber/petastorm
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow
Last synced: 24 Sep 2024
https://github.com/harskish/ganspace
Discovering Interpretable GAN Controls [NeurIPS 2020]
deep-learning gan generative-adversarial-network image-generation interactive-visualizations pytorch
Last synced: 24 Sep 2024
https://github.com/cfzd/Ultra-Fast-Lane-Detection
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
autonomous-driving autonomous-vehicles cnn lane-detection lane-detector lane-finding pytorch road-detection
Last synced: 31 Jul 2024
https://github.com/project-monai/tutorials
MONAI Tutorials
jupyter-notebook monai monai-tutorials monai-workflows pytorch
Last synced: 25 Sep 2024
https://github.com/csailvision/gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch
Last synced: 25 Sep 2024
https://github.com/alibaba/easycv
An all-in-one toolkit for computer vision
classification computer-vision object-detection pytorch self-supervised-learning transformers vision-transformer
Last synced: 24 Sep 2024
https://github.com/CSAILVision/gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
deep-learning gan generative-adversarial-network image-manipulation interactive-visualizations interpretable-ml pytorch
Last synced: 02 Aug 2024
https://github.com/apple/ml-cvnets
CVNets: A library for training computer vision networks
ade20k classification computer-vision deep-learning detection imagenet machine-learning mscoco pascal-voc pytorch segmentation
Last synced: 24 Sep 2024
https://github.com/isl-org/Open3D-ML
An extension of Open3D to address 3D Machine Learning tasks
3d-object-detection 3d-perception datasets lidar object-detection pretrained-models pytorch rgbd semantic-segmentation tensorflow visualization
Last synced: 31 Jul 2024
https://github.com/JavierAntoran/Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
approximate-inference bayes-by-backprop bayesian-inference bayesian-neural-networks classification deep-learning hmc kronecker-factored-approximation langevin-dynamics local-reparametrization-trick mc-dropout mcmc out-of-distribution-detection pytorch regression reproducible-research sgld uncertainty uncertainty-neural-networks variational-inference
Last synced: 02 Aug 2024
https://github.com/continualai/avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
benchmarks continual-learning continualai deep-learning evaluation framework library lifelong-learning metrics pytorch strategies training
Last synced: 25 Sep 2024
https://github.com/pytorch/torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Last synced: 24 Sep 2024
https://github.com/davda54/sam
SAM: Sharpness-Aware Minimization (PyTorch)
optimizer pytorch sam sharpness-aware
Last synced: 26 Sep 2024