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/LiyuanLucasLiu/Torch-Scope
A Toolkit for Training, Tracking, Saving Models and Syncing Results
gpu-memory logger pytorch tensorboard toolkit
Last synced: 03 Aug 2024
https://github.com/moskomule/anatome
Ἀνατομή is a PyTorch library to analyze representation of neural networks
neural-networks pytorch pytorch-library representation-learning
Last synced: 03 Aug 2024
https://github.com/sberbank-ai-lab/RePlay
RecSys Library
machine-learning pyspark pytorch recommender-systems recsys
Last synced: 07 Aug 2024
https://github.com/AlejandroBarrera/birdnet2
Official Pytorch implementation of Birdnet+
autonomous-driving deep-learning neural-network object-detection point-cloud pytorch
Last synced: 31 Jul 2024
https://github.com/abdoelsayed2016/TNCR_Dataset
Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142
classification cnn convolutional-neural-networks deep-learning image-classification mmdetection object-detection object-recognition pytorch table table-detection table-recognition
Last synced: 03 Aug 2024
https://github.com/threedle/3d-paintbrush
Local text-driven editing of 3D shapes with Cascaded Score Distillation
computer-graphics computer-vision deep-learning differentiable-rendering diffusion-models generative-ai machine-learning meshes neural-fields python pytorch research score-distillation texturing
Last synced: 01 Aug 2024
https://github.com/swyoon/pytorch-minimal-gaussian-process
A minimal implementation of Gaussian process regression in PyTorch
gaussian-process gaussian-process-regression gaussian-processes pytorch
Last synced: 02 Aug 2024
https://github.com/leftthomas/DGCNN
A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"
gcn gnn graph graph-classification graph-convolutional-networks pytorch
Last synced: 31 Jul 2024
https://github.com/diditforlulz273/PokerRL-Omaha
Omaha Poker functionality+some features for PokerRL Reinforcement Learning card framwork
cfr counterfactual-regret-minimization deep-learning monte-carlo-tree-search omaha-poker poker-bot pytorch reinforcement-learning reinforcement-learning-algorithms
Last synced: 31 Jul 2024
https://github.com/MrtnMndt/OpenVAE_ContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
continual-learning deep-learning open-set-recognition pytorch variational-autoencoder
Last synced: 03 Aug 2024
https://github.com/MzeroMiko/mamba-mini
An efficient pytorch implementation of selective scan in one file, works with both cpu and gpu, with corresponding mathematical derivation. It is probably the code which is the most close to selective_scan_cuda in mamba.
efficient mamba pytorch selective-scan
Last synced: 31 Jul 2024
https://github.com/fregu856/ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
3d-object-detection computer-vision deep-learning energy-based-model machine-learning object-detection pytorch
Last synced: 31 Jul 2024
https://github.com/jw9730/hot
[NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch
equivariance gnn graph hypergraph pytorch self-attention transformer
Last synced: 31 Jul 2024
https://github.com/Lightning-Universe/lightning-ColossalAI
Large Scale Distributed Model Training strategy with Colossal AI and Lightning AI
Last synced: 02 Aug 2024
https://sirui-xu.github.io/STARS/
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch
Last synced: 02 Aug 2024
https://github.com/Sirui-Xu/STARS
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch
Last synced: 02 Aug 2024
https://github.com/speediedan/finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
artificial-intelligence fine-tuning finetuning machine-learning neural-networks pytorch pytorch-lightning superglue transfer-learning
Last synced: 01 Aug 2024
https://github.com/baiksung/MeTAL
Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)
computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch
Last synced: 03 Aug 2024
https://github.com/val-iisc/SDAT
[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",
adversarial-training dann domain-adaptation icml-2022 pytorch sharpness-aware-minimization
Last synced: 03 Aug 2024
https://github.com/youngfly11/LCMCG-PyTorch
AAAI2020-The official implementation of "Learning Cross-modal Context Graph for Visual Grounding"
Last synced: 04 Aug 2024
https://github.com/KushajveerSingh/resize_network_cv
PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets
computer-vision pytorch pytorch-implementation pytorch-lightning
Last synced: 03 Aug 2024
https://github.com/hppRC/simple-simcse-ja
Exploring Japanese SimCSE
japanese pytorch sentence-embeddings sentence-transformers simcse transformers
Last synced: 03 Aug 2024
https://github.com/searchableai/kitanaqa
KitanaQA: Adversarial training and data augmentation for neural question-answering models
adversarial-attacks adversarial-training bert data-augmentation ml-automation natural-language-processing nlp pytorch question-answering transformer
Last synced: 25 Sep 2024
https://github.com/lab-cosmo/sphericart
Multi-language library for the calculation of spherical harmonics in Cartesian coordinates
geometric-deep-learning python pytorch spherical-harmonics
Last synced: 25 Sep 2024
https://github.com/saturncloud/dask-pytorch-ddp
dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.
computer-vision dask deep-learning distributed-computing machine-learning nlp pytorch
Last synced: 03 Aug 2024
https://github.com/Lee-Gihun/MixCo-Mixup-Contrast
(NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"
deep-learning mix-up pytorch self-supervised-learning
Last synced: 02 Aug 2024
https://github.com/unixwzrd/oobabooga-macOS
Optimizing performance, building and installing packages required for oobabooga, AI and Data Science on Apple Silicon GPU. The goal is to optimize wherever possible, from the ground up.
blas journal llama-cpp-python macos numpy oobabooga pytorch
Last synced: 09 Aug 2024
https://github.com/mboudiaf/pytorch-meta-dataset
A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification
few-shot-classifcation few-shot-learning meta-dataset pytorch tfrecorddataset
Last synced: 03 Aug 2024
https://github.com/aangelopoulos/conformal-risk
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
computer-vision conformal conformal-prediction natural-language-processing python pytorch pytorch-implementation uncertainty-estimation uncertainty-quantification
Last synced: 01 Aug 2024
https://github.com/sutd-visual-computing-group/dag-gans
Data Augmentation optimized for GAN
biggan cyclegan dag data-augmentation gan pytorch tensorflow
Last synced: 03 Aug 2024
https://github.com/0xangelo/raylab
Reinforcement learning algorithms in RLlib
bokeh deep-learning generative-models machine-learning model-based-rl normalizing-flows pytorch reinforcement-learning rllib streamlit
Last synced: 24 Sep 2024
https://github.com/kubeflow/code-intelligence
ML-Powered Developer Tools, using Kubeflow
deep-learning fastai flask kubeflow kubernetes machine-learning natural-language-processing nlp pytorch rest-api
Last synced: 25 Sep 2024
https://github.com/Scitator/catalyst-examples
Examples
computer-vision data-science deep-learning deep-neural-networks deep-reinforcement-learning machine-learning python pytorch
Last synced: 07 Aug 2024
https://github.com/vexilligera/strokenet
a neural network that draws digits using strokes
deep-learning nodejs pytorch reinforcement-learning
Last synced: 02 Aug 2024
https://github.com/ztxtech/Time-Evidence-Fusion-Network
Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting" (https://arxiv.org/abs/2405.06419)
cuda deep-learning machine-learning macos neural-network neural-networks pytorch time-series time-series-analysis time-series-forecasting time-series-prediction uestc
Last synced: 01 Aug 2024
https://github.com/byminji/SLTtrack
Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)
eccv2022 pytorch reinforcement-learning single-object-tracking sot tracking visual-tracking vot
Last synced: 01 Aug 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: 31 Jul 2024
https://github.com/ari-dasci/S-TSFE-DL
Time Series Feature Extraction using Deep Learning
cnn convolutional deep-learning feature-extraction keras lstm neural-networks python3 pytorch pytorch-lightning recurrent rnn tensorflow time-series
Last synced: 31 Jul 2024
https://github.com/loudinthecloud/dpwa
Distributed Learning by Pair-Wise Averaging
asynchronous-learning deep-learning distributed-systems gossiping neural-networks python pytorch sgd
Last synced: 03 Aug 2024
https://github.com/Toytiny/RaFlow
Self-Supervised Scene Flow Estimation with 4-D Automotive Radar (RA-L & IROS'22)
automotive-radar autonomous-driving deep-learning point-cloud pytorch scene-flow-estimation self-supervised
Last synced: 31 Jul 2024
https://github.com/Abe404/root_painter
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
biological-images deep-learning gui human-in-the-loop human-in-the-loop-machine-learning interactive-machine-learning interactive-segmentation interactive-training machine-teaching painter pytorch root root-painter segmentation
Last synced: 03 Aug 2024
https://github.com/xierc/Semi_Human_Pose
[ICCV-2021] An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation
consistency-regularization human-pose-estimation pytorch semi-supervised-learning
Last synced: 08 Aug 2024
https://github.com/OIdiotLin/torchtracer
A python package for visualization and storage management in a pytorch AI task.
lab machine-learning pytorch tools
Last synced: 03 Aug 2024
https://github.com/csiro-robotics/TCE
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101
Last synced: 02 Aug 2024
https://github.com/dsgiitr/adversarial_lab
Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.
adversarial-attacks computer-vision flask html-css-javascript imagenet machine-learning python pytorch visualization
Last synced: 02 Aug 2024
https://github.com/angeluriot/Generative_adversarial_network
A deep learning model that can create high quality images by training on a dataset.
deep-learning gan generative-ai pytorch
Last synced: 01 Aug 2024
https://github.com/oke-aditya/quickvision
An Easy To Use PyTorch Computer Vision Library
computer-vision deep-learning pytorch pytorch-lightning
Last synced: 03 Aug 2024
https://github.com/Harry24k/CW-pytorch
A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
adversarial-attacks deep-learning pytorch
Last synced: 01 Aug 2024
https://github.com/francois-rozet/torchist
NumPy-style histograms in PyTorch
Last synced: 03 Aug 2024
https://github.com/ParitoshParmar/MTL-AQA
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
action-quality-assessment action-recognition c3d captioning dilated-c3d dilated-convolution fine-grained-action-recognition fine-grained-classification lstm mtl-aqa multitask-learning pytorch representation-learning video-captioning video-processing video-understanding
Last synced: 01 Aug 2024
https://github.com/MrinmoiHossain/Udacity-Deep-Learning-Nanodegree
The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.
convolutional-networks convolutional-neural-networks deep-learning gans generative-adversarial-network long-short-term-memory-models lstms machine-learning nanodegree neural-network nlp pytorch recurrent-neural-networks rnn sentiment-analysis style-transfer transfer-learning udacity udacity-nanodegree
Last synced: 07 Aug 2024
https://github.com/IBM/MAX-Toxic-Comment-Classifier
Detect 6 types of toxicity in user comments.
comments docker-image ibm machine-learning machine-learning-models natural-language-processing natural-language-understanding nlp pytorch
Last synced: 04 Aug 2024
https://github.com/IBM/MAX-Fast-Neural-Style-Transfer
Generate a new image that mixes the content of a source image with the style of another image.
docker-image machine-learning machine-learning-models pytorch
Last synced: 04 Aug 2024
https://github.com/MinkaiXu/ConfVAE-ICML21
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)
bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae
Last synced: 08 Aug 2024
https://github.com/andi611/Mockingjay-Speech-Representation
Official Implementation of Mockingjay in Pytorch
apc feature-extraction mockingjay phone-classification phoneme-prediction pytorch pytorch-implementation representation-learning sentiment-classification speaker-classification speaker-recognition speech speech-representation
Last synced: 07 Aug 2024
https://github.com/bage79/nlp4kor
Natural Language Processing for Korean with Deep Learning
deep-learning korean natural-language-processing pytorch tensorflow word2vec
Last synced: 25 Aug 2024
https://github.com/sshkhr/Practical_RL
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
bandit-algorithms deep-reinforcement-learning evolutionary-algorithms markov-decision-processes monte-carlo-sampling policy-gradient pytorch reinforcement-learning td-learning tensorflow
Last synced: 02 Aug 2024
https://github.com/catalyst-team/alchemy
Experiments logging & visualization
deep-learning experiment-track infrastructure keras machine-learning pytorch reinforcement-learning reproducibility research tensorflow
Last synced: 03 Aug 2024
https://github.com/astorfi/cor-gan
:unlock: COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
deep-learning generative-adversarial-network healthcare python pytorch synthetic-dataset-generation
Last synced: 02 Aug 2024
https://github.com/Time0o/colorful-colorization
A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.
convolutional-neural-networks deep-learning image-colorization pytorch
Last synced: 03 Aug 2024
https://github.com/antofuller/configaformers
A python library for highly configurable transformers - easing model architecture search and experimentation.
artificial-intelligence deep-learning pytorch transformers
Last synced: 03 Aug 2024
https://github.com/iamalexkorotin/Wasserstein2GenerativeNetworks
PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)
deep-learning gan generative-adversarial-network optimal-transport pytorch style-transfer
Last synced: 31 Jul 2024
https://github.com/MR-HosseinzadehTaher/BenchmarkTransferLearning
Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis
benchmarking deep-learning domain-adaptation imagenet-models inaturalist-2021 medical-imaging pytorch self-supervised-learning supervised-learning transfer-learning
Last synced: 01 Aug 2024
https://github.com/anshulpaigwar/Frustum-Pointpillars
Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR
3d-object-detection autonomous-driving deep-learning f-pointpillars frustrum frustrum-pointpillars frustum-pointnet lidar pedestrian-detection point-cloud pointpillars pytorch real-time rgb sensor-fusion
Last synced: 31 Jul 2024
https://github.com/hristo-vrigazov/dnn.cool
A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.
catalyst deep-learning deep-neural-network deep-neural-networks multitask-learning multitasking pytorch task-composition task-precondition
Last synced: 03 Aug 2024
https://github.com/airctic/icedata
IceData: Datasets Hub for the *IceVision* Framework
annotation-parsers annotations-formats coco coco-dataset coco-parser computer-vision-datasets custom-parser dataset deep-learning fastai object-detection pycoco pycocotools pytorch pytorch-lightning voc-dataset voc-parser
Last synced: 01 Aug 2024
https://github.com/pyronear/pyro-vision
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire
Last synced: 08 Aug 2024
https://github.com/kaggledatasets/kaggledatasets
Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)
data-science datasets deep-learning kaggle keras machine-learning python pytorch scikit-learn tensorflow
Last synced: 25 Sep 2024
https://github.com/benedekrozemberczki/spatiotemporal_datasets
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
analytics benchmark data-science dataset deep-learning deepwalk epidemiology gcn gnn machine-learning node2vec pytorch pytorch-geometric spatial-analysis spatial-data spatial-data-analysis time-series time-series-analysis vector-autoregression
Last synced: 02 Aug 2024
https://github.com/qq456cvb/CPPF
CPPF: Towards Robust Category-Level 9D Pose Estimation in the Wild (CVPR2022)
cvpr2022 deep-learning pose-estimation pytorch
Last synced: 31 Jul 2024
https://github.com/j-min/VPGen
Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)
pytorch step-by-step text-to-image text-to-image-evaluation text-to-image-generation
Last synced: 31 Jul 2024
https://github.com/FerdinandZhong/punctuator
A small seq2seq punctuator tool based on DistilBERT
bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq
Last synced: 03 Aug 2024
https://github.com/we0091234/yolov8-tensorrt
yolov8 tensorrt 加速
pytorch tensorrt yolov8 yolov8-tensorrt
Last synced: 02 Aug 2024
https://github.com/lonePatient/bert-sentence-similarity-pytorch
This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.
bert nlp pytorch sentence-similarity text-classification
Last synced: 01 Aug 2024
https://github.com/lingyunwu14/STFT
Spatial-Temporal Feature Transformation for Video Object Detection, MICCAI2021
pytorch video-object-detection
Last synced: 02 Aug 2024
https://github.com/prajjwal1/language-modelling
LM, ULMFit et al.
deep-learning language-modeling nlp pytorch
Last synced: 01 Aug 2024
https://github.com/GilesStrong/lumin
LUMIN - a deep learning and data science ecosystem for high-energy physics.
deep-learning hep machine-learning physics pytorch science statistics
Last synced: 05 Aug 2024
https://github.com/deepsense-ai/Keras-PyTorch-AvP-transfer-learning
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
alien keras keras-classification-models keras-models keras-neural-networks keras-tutorials predator pytorch pytorch-cnn pytorch-implementation pytorch-tutorial pytorch-tutorials
Last synced: 07 Aug 2024
https://github.com/kennethenevoldsen/spacy-wrap
spaCy-wrap is a wrapper library for spaCy for including fine-tuned transformers from Huggingface in your spaCy pipeline allowing you to include existing fine-tuned models within your SpaCy workflow.
deep-learning huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch spacy spacy-extension spacy-extensions spacy-models spacy-nlp spacy-pipeline spacy-transformers text-classification transformers
Last synced: 24 Sep 2024
https://github.com/bigpon/qppwg
Quasi-Periodic Parallel WaveGAN Pytorch implementation
neural-vocoder parallel-wavenet-vocoder pytorch real-time speech-synthesis wavenet
Last synced: 25 Sep 2024
https://github.com/khakhulin/compressed-transformer
Compression of NMT transformer model with tensor methods
compression deep-learning mnist nlp nmt pytorch tensor-train transformer translation tucker
Last synced: 04 Aug 2024
https://github.com/arched-dev/mapextrackt
Pytorch Feature Map Extractor
feature-extraction neural-network pytorch
Last synced: 03 Aug 2024
https://github.com/qq456cvb/CanonicalVoting
Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes (CVPR2022)
3d-object-detection 3d-scenes cvpr2022 deep-learning hough-transform pytorch
Last synced: 31 Jul 2024
https://github.com/LukasHedegaard/continual-inference
A Python library for Continual Inference Networks in PyTorch
cnn continual-inference convolutional-neural-networks deep-learning deep-neural-networks efficiency machine-learning neural-networks pytorch recurrent-neural-network
Last synced: 03 Aug 2024
https://github.com/JosephKJ/ELI
(CVPR 2022) Energy-based Latent Aligner for Incremental Learning
continual-learning cvpr cvpr2022 ebm energy-based-model incremental-learning latent-aligning pytorch
Last synced: 03 Aug 2024
https://github.com/lupantech/IconQA
Data and code for NeurIPS 2021 Paper "IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning".
commensense dataset mathai pytorch reasoning vqa
Last synced: 02 Aug 2024
https://github.com/Ye-zixiao/Double-YOLO-Kaist
一种基于YOLOv3/4的双流混合模态道路行人检测方法🌊💧💦。
kaist mobilenet-yolo mobilenetv2 mobilenetv3 multispectral-images pedestrian-detection pytorch yolo yolov3 yolov4
Last synced: 02 Aug 2024
https://github.com/mdciri/YOLOv7-Bone-Fracture-Detection
YOLOv7 to detect bone fractures on X-ray images
bonefracture bounding-boxes deep-learning deeplearning machine-learning onnx onnx-models open-datasets python pytorch trained-models trained-weights xray-images yolov7
Last synced: 02 Aug 2024
https://github.com/dlmacedo/distinction-maximization-loss
A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.
ai-safety anomaly-detection classification deep-learning machine-learning novelty-detection ood ood-detection open-set open-set-recognition osr out-of-distribution out-of-distribution-detection pytorch robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-estimation
Last synced: 01 Aug 2024
https://github.com/kamo-naoyuki/pytorch_complex
A temporal module for PyTorch-ComplexTensor
complex-numbers dnn python python3 pytorch
Last synced: 01 Aug 2024
https://github.com/obss/trapper
State-of-the-art NLP through transformer models in a modular design and consistent APIs.
allennlp deep-learning natural-language-processing nlp python pytorch pytorch-transformers transformer transformers
Last synced: 02 Aug 2024
https://github.com/ChenghaoMou/pytorch-pQRNN
Implementation of pQRNN in PyTorch
nlp pqrnn pytorch text-classification
Last synced: 03 Aug 2024
https://github.com/iMoonLab/PVRNet
PVRNet: Point-View Relation Neural Network for 3D Shape Recognition (AAAI 2019)
3d-shape-recognition deep-learning multi-view point-cloud pytorch
Last synced: 31 Jul 2024
https://github.com/mahdihosseini/rmsgd
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
convolutional-neural-networks deep-learning pytorch stochastic-gradient-descent
Last synced: 25 Sep 2024
https://github.com/Bobholamovic/ESCNet
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images
change-detection convolutional-neural-networks deep-learning pytorch remote-sensing
Last synced: 03 Aug 2024
https://github.com/tymonxie/tymon
An AI Assistant More Than a Toolkit
deep-learning machine-learning python pytorch sklearn
Last synced: 24 Sep 2024
https://github.com/kaleidophon/nlp-uncertainty-zoo
Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
deep-learning lstm nlp nlp-machine-learning package python pytorch rnn transformers uncertainty-estimation uncertainty-neural-networks uncertainty-quantification
Last synced: 24 Sep 2024
https://github.com/HLTCHKUST/ke-dialogue
KE-Dialogue: Injecting knowledge graph into a fully end-to-end dialogue system.
dialogue dialogue-system gpt gpt-2 knowledge knowledge-graph kvr mwoz opendialkg pytorch smd
Last synced: 08 Aug 2024
https://github.com/ai-forever/model-zoo
NLP model zoo for Russian
bert nlp pytorch roberta roberta-model russian russian-language t5 t5-model transformers
Last synced: 07 Aug 2024