Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/ksw0306/FloWaveNet
A Pytorch implementation of "FloWaveNet: A Generative Flow for Raw Audio"
clarinet generative-flow glow pytorch wavenet
Last synced: 11 Jul 2024
https://github.com/mlfoundations/open_flamingo
An open-source framework for training large multimodal models.
computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch
Last synced: 11 Jul 2024
https://github.com/BlinkDL/ChatRWKV
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
chatbot chatgpt language-model pytorch rnn rwkv
Last synced: 11 Jul 2024
https://github.com/BlinkDL/RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers
Last synced: 11 Jul 2024
https://github.com/ZhouYanzhao/ORN
Oriented Response Networks, in CVPR 2017
caffe cvpr pytorch rotation-invariant-features torch
Last synced: 11 Jul 2024
https://github.com/wangguanan/AlignGAN
[ICCV2019] RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
computer-vision cross-modality-re-identification deep-learning iccv2019 person pytorch re-identification
Last synced: 11 Jul 2024
https://github.com/ploomber/sklearn-evaluation
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
data-science deep-learning jupyter-notebook machine-learning pytorch scikit-learn sklearn tensorflow
Last synced: 11 Jul 2024
https://github.com/sukebenet/dreampower
DeepNude algorithm fork with improvements.
deepnude dreamnet dreampower fake-nudes gan image-processing opencv photo pytorch
Last synced: 11 Jul 2024
https://github.com/superduper-io/superduper
🔮 SuperDuper: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search
Last synced: 11 Jul 2024
https://github.com/adefossez/julius
Fast PyTorch based DSP for audio and 1D signals
Last synced: 10 Jul 2024
https://github.com/jayleicn/recurrent-transformer
[ACL 2020] PyTorch code for MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
activitynet-captions pytorch video-captioning youcook2
Last synced: 10 Jul 2024
https://github.com/LiewFeng/RayDN
Ray Denoising (RayDN): Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection
3d-object-detection 3d-perception autonomous-driving deep-learning denoising multi-view nuscenes pytorch
Last synced: 10 Jul 2024
https://github.com/kacky24/stylenet
A pytorch implemention of "StyleNet: Generating Attractive Visual Captions with Styles"
caption cnn dlhacks image-captioning lstm microsoft pytorch pytorch-implemention stylenet
Last synced: 10 Jul 2024
https://github.com/EliasVansteenkiste/plnt
A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.
classification deep-neural-networks kaggle lasagne python pytorch satellite-imagery
Last synced: 10 Jul 2024
https://github.com/HyperGAN/HyperGAN
Composable GAN framework with api and user interface
artificial-intelligence computer-vision gan generative-adversarial-network hypergan machine-learning machine-learning-api online-learning python pytorch sponsors unsupervised-learning
Last synced: 10 Jul 2024
https://github.com/cure-lab/PnPInversion
[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"
deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch
Last synced: 10 Jul 2024
https://github.com/icon-lab/I2I-Mamba
Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces
artificial-intelligence deeplearning image-synthesis image-to-image-translation mamba mamba-state-space-models medical multi-modal neural-networks pytorch ssm
Last synced: 10 Jul 2024
https://github.com/Audio-WestlakeU/NBSS
The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation
denoising dereverberation enhancement full-band multi-channel narrow-band pytorch separation speech
Last synced: 10 Jul 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: 10 Jul 2024
https://github.com/j-min/Adversarial_Video_Summary
Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)
gan pytorch summarization vae video
Last synced: 10 Jul 2024
https://github.com/HanXinzi-AI/awesome-computer-vision-resources
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
autonomous-driving autonomous-vehicles computer-vision face-detection face-recognition gan image-captioning image-classification image-segmentation medical-imaging model-compression model-optimization ocr paddlepaddle pedestrian-detection pytorch semantic-segmentation super-resolution tensorflow visual-question-answering
Last synced: 10 Jul 2024
https://github.com/HanXinzi-AI/awesome-python-machine-learning-resources
a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合
auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech machine-learning machine-learning-algorithms nlp pytorch recommender-system sklearn tensorflow text-mining time-series
Last synced: 10 Jul 2024
https://github.com/samarjit98/Cat-Breeds
Cat breed classification using RowCNN and deriving inter-breed relationships
clustering computer-vision convolutional-neural-networks deep-learning deep-neural-networks dendrogram python3 pytorch
Last synced: 10 Jul 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: 10 Jul 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: 10 Jul 2024
https://github.com/hpcaitech/CachedEmbedding
A memory efficient DLRM training solution using ColossalAI
colossal-ai deep-learning dlrm embeddings nlp pytorch recommandation-system
Last synced: 10 Jul 2024
https://github.com/donydchen/ganimation_replicate
An Out-of-the-Box Replication of GANimation using PyTorch, pretrained weights are available!
action-units gan ganimation ganimation-pytorch out-of-the-box pretrained-checkpoints pretrained-models pretrained-weights pytorch replicate
Last synced: 10 Jul 2024
https://github.com/tarolangner/ukb_segmentation
PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI
deep-learning kidney mri neural-networks parenchyma pytorch segmentation semantic-segmentation u-net uk-biobank
Last synced: 09 Jul 2024
https://github.com/huggingface/transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning
chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning
Last synced: 09 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: 09 Jul 2024
https://github.com/thbuerg/NeuralCVD
🫀 Code for "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort" 🫀
cardiovascular-disease pytorch pytorch-lightning risk-modeling survival-analysis time-to-event ukbiobank
Last synced: 09 Jul 2024
https://github.com/TianyuZhuuu/CHIP2018
CHIP2018问句匹配大赛 Rank6解决方案
nlp pytorch sentence-similarity
Last synced: 09 Jul 2024
https://github.com/WuHuRestaurant/xf_event_extraction2020Top1
科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统
competition events-extraction pytorch
Last synced: 09 Jul 2024
https://github.com/yzhangcs/parser
:rocket: State-of-the-art parsers for natural language.
constituency-parsing dependency-parsing pytorch semantic-dependency-parsing semiring state-of-the-art structured-prediction transformers
Last synced: 09 Jul 2024
https://github.com/monologg/JointBERT
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
bert intent-classification joint-bert pytorch slot-filling slu transformers
Last synced: 09 Jul 2024
https://github.com/gaohongkui/TPLinker-NER
TPlinker for NER 中文/英文命名实体识别
chinese-ner ner pytorch tplinker tplinker-ner
Last synced: 09 Jul 2024
https://github.com/Tongjilibo/bert4torch
An elegent pytorch implement of transformers
belle bert bert4keras bert4torch chatglm large-language-models llama llm named-entity-recognition nlp pytorch relation-extraction seq2seq text-classification transformers
Last synced: 09 Jul 2024
https://github.com/MuQiuJun-AI/bert4pytorch
超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新
Last synced: 09 Jul 2024
https://cure-lab.github.io/PnPInversion/
[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"
deep-learning diffusion-inversion diffusion-model diffusion-models iclr2024 image-editing image-generation paper-implementation paper-implementations pytorch
Last synced: 09 Jul 2024
https://github.com/TylerYep/torchinfo
View model summaries in PyTorch!
keras python pytorch torch torch-summary torchinfo torchsummary torchvision visualization
Last synced: 09 Jul 2024
https://github.com/PaddlePaddle/X2Paddle
Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)
caffe model-converter onnx paddlepaddle pytorch tensorflow x2paddle-model-zoo
Last synced: 09 Jul 2024
https://github.com/Spico197/DocEE
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
event-extraction information-extraction natural-language-understanding pytorch
Last synced: 09 Jul 2024
https://github.com/modelscope/AdaSeq
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
bert chinese-nlp crf entity-typing information-extraction multi-modal-ner named-entity-recognition natural-language-processing natural-language-understanding ner nlp pytorch relation-extraction sequence-labeling token-classification word-segmentation
Last synced: 09 Jul 2024
https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code
MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow
Last synced: 09 Jul 2024
https://github.com/torchgan/torchgan
Research Framework for easy and efficient training of GANs based on Pytorch
computer-vision deep-learning gans generative-adversarial-networks generative-model machine-learning neural-networks python python3 pytorch
Last synced: 09 Jul 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: 09 Jul 2024
https://github.com/pytorch/benchmark
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
Last synced: 09 Jul 2024
https://github.com/aws/deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
aws docker mxnet pytorch sagemaker tensorflow tensorflow2
Last synced: 09 Jul 2024
https://github.com/Eclectic-Sheep/sheeprl
Distributed Reinforcement Learning accelerated by Lightning Fabric
distributed lightning pytorch reinforcement-learning
Last synced: 09 Jul 2024
https://github.com/lazavgeridis/mddgan
Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".
decomposition deep-learning generative-adversarial-network interpretability latent-space pytorch unsupervised-learning
Last synced: 09 Jul 2024
https://github.com/v-iashin/SpecVQGAN
Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
audio audio-generation bmvc evaluation-metrics gan melgan multi-modal pytorch transformer vas vggsound video video-features video-understanding vqvae
Last synced: 09 Jul 2024
https://github.com/tnbar/tednet
TedNet: A Pytorch Toolkit for Tensor Decomposition Networks
artificial-intelligence deep-neural-networks pytorch tensor-decomposition
Last synced: 09 Jul 2024
https://github.com/Jungjee/RawNet
Official repository for RawNet, RawNet2, and RawNet3
extracted-speaker-embeddings pytorch rawnet speaker-embeddings speaker-verification spk-embd voxceleb2
Last synced: 09 Jul 2024
https://github.com/Saeed-Biabani/Scene-Text-Recognition
Text recognition (optical character recognition) with deep learning methods in farsi.
crnn deep-learning farsi ocr persian persian-ocr python pytorch text-recognition
Last synced: 09 Jul 2024
https://github.com/alamminsalo/snakewasm
Snake game with neural network AI model
ddqn deeplearning dqn game javascript neural-network pytorch reinforcement-learning rust snake-game wasm
Last synced: 09 Jul 2024
https://github.com/nashory/pggan-pytorch
:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:
celeba-hq-dataset gan generative-adversarial-network progressive-gan progressively-growing-gan pytorch tensorboard
Last synced: 09 Jul 2024
https://github.com/Coderx7/SimpleNet
This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )
cnn-model cnn-pytorch convolutional-neural-networks deep-learning fast-net image-classification imagenet pytorch simplenet
Last synced: 09 Jul 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: 09 Jul 2024
https://github.com/durandtibo/wildcat.pytorch
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
convnet cvpr-2017 cvpr17 cvpr2017 deep-learning image-classification pytorch weakly-supervised-learning
Last synced: 09 Jul 2024
https://github.com/MarkoArsenovic/DeepLearning_PlantDiseases
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
cnn-classification deep-learning deep-learning-cnn deep-learning-visualization occlusion pytorch pytorch-classification pytorch-cnn pytorch-cnn-classification pytorch-models pytorch-transfer-learning pytorch-visualization
Last synced: 09 Jul 2024
https://github.com/alexandra-chron/ntua-slp-wassa-iest2018
Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.
deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter
Last synced: 09 Jul 2024
https://github.com/prajjwal1/language-modelling
LM, ULMFit et al.
deep-learning language-modeling nlp pytorch
Last synced: 09 Jul 2024
https://github.com/fatchord/WaveRNN
WaveRNN Vocoder + TTS
neural-vocoder pytorch speech-synthesis tacotron text-to-speech tts wavernn
Last synced: 09 Jul 2024
https://github.com/iceychris/LibreASR
:speech_balloon: An On-Premises, Streaming Speech Recognition System
asr deep-learning esp32-lyrat fastai python pytorch rnn-transducer speech-recognition
Last synced: 09 Jul 2024
https://github.com/Yachay-AI/byt5-geotagging
Confidence and Byt5 - based geotagging model predicting coordinates from text alone.
coordinates deep-learning geo-location geotagging machine-learning neural-network nlp nlp-machine-learning python pytorch transformers
Last synced: 09 Jul 2024
https://github.com/Deepest-Project/MelNet
Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"
Last synced: 09 Jul 2024
https://github.com/ydkim1293/NLNL-Negative-Learning-for-Noisy-Labels
NLNL: Negative Learning for Noisy Labels
negative-learning nlnl noisy-labels pytorch
Last synced: 09 Jul 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: 09 Jul 2024
https://github.com/HikariTJU/LD
Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)
deep-learning detection knowledge-distillation ld object-detection pytorch
Last synced: 09 Jul 2024
https://github.com/szymonmaszke/torchlambda
Lightweight tool to deploy PyTorch models to AWS Lambda
aws aws-cli aws-lambda cli cmake cpp deep-learning deployment docker lambda libtorch lightweight machine-learning minimalistic performance production python pytorch torchscript yaml
Last synced: 09 Jul 2024
https://github.com/jrzaurin/pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
deep-learning images model-hub multimodal-deep-learning python pytorch pytorch-cv pytorch-nlp pytorch-tabular-data pytorch-transformers tabular-data text
Last synced: 09 Jul 2024
https://github.com/pykale/pykale
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning
Last synced: 09 Jul 2024
https://github.com/moskomule/sam.pytorch
A PyTorch implementation of Sharpness-Aware Minimization for Efficiently Improving Generalization
Last synced: 09 Jul 2024
https://github.com/fadel/pytorch_ema
Tiny PyTorch library for maintaining a moving average of a collection of parameters.
deep-learning neural-networks pytorch
Last synced: 09 Jul 2024
https://github.com/acl21/deep-active-learning-pytorch
A PyTorch toolkit with 8 popular deep active learning query methods implemented.
deep-active-learning image-classification pytorch toolkit
Last synced: 09 Jul 2024
https://github.com/Spijkervet/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
contrastive-learning pytorch representation-learning simclr unsupervised-learning
Last synced: 09 Jul 2024
https://github.com/dqshuai/MetaFormer
A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”
fine-grained-classification pytorch
Last synced: 09 Jul 2024
https://github.com/SHI-Labs/Neighborhood-Attention-Transformer
Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
neighborhood-attention pytorch
Last synced: 09 Jul 2024
https://github.com/yizhe-ang/AdaMatch-PyTorch
Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning
Last synced: 09 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: 09 Jul 2024
https://github.com/tiskw/gaussian-process-bootstrapping-layer
PyTorch implementation of the Gaussian process bootstrapping layer
artificial-intelligence deep-neural-networks gaussian-processes machine-learning python pytorch
Last synced: 09 Jul 2024
https://github.com/plemeri/transparent-background
This is a background removing tool powered by InSPyReNet (ACCV 2022)
background-removal deep-learning dichotomous-image-segmentation image-matting image-processing photo-editing python pytorch remove-background remove-background-image remove-background-video salient-object-detection video-editing
Last synced: 09 Jul 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: 09 Jul 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: 09 Jul 2024
https://github.com/nayeemrizve/ups
"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)
calibration pseudo-labeling pytorch semi-supervised-learning uncertainty
Last synced: 09 Jul 2024
https://github.com/sail-sg/Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan artificial-intelligence bert-model convnext cuda-programming deep-learning diffusion dreamfusion fairseq gpt2 mae optimizer pytorch resnet timm transformer-xl vit
Last synced: 09 Jul 2024
https://github.com/nod-ai/SHARK
SHARK - High Performance Machine Learning Distribution
amd apple-silicon deep-learning machine-learning mlir nvidia pytorch
Last synced: 09 Jul 2024
https://github.com/dlmacedo/robust-deep-learning
A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.
anomaly-detection classification deep-learning deep-neural-networks machine-learning novelty-detection ood-detection open-set open-set-recognition out-of-distribution out-of-distribution-detection pytorch robust-deep-learning robust-machine-learning trustworthy-ai trustworthy-machine-learning uncertainty-calibration uncertainty-estimation uncertainty-neural-networks
Last synced: 09 Jul 2024
https://github.com/jfc43/self-training-ensembles
Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.
deep-learning error-detection machine-learning pytorch self-training-ensembles unsupervised-accuracy-estimation
Last synced: 09 Jul 2024
https://github.com/eric-ai-lab/PEViT
Official implementation of AAAI 2023 paper "Parameter-efficient Model Adaptation for Vision Transformers"
fine-tuning image-classification parameter-efficient-tuning pytorch vision-transformer
Last synced: 09 Jul 2024
https://github.com/JieShibo/PETL-ViT
[ICCV 2023] Binary Adapters, [AAAI 2023] FacT, [Tech report] Convpass
parameter-efficient-tuning pytorch transfer-learning visual-prompting
Last synced: 09 Jul 2024
https://github.com/cjf8899/KeepAugment_Pytorch
:low_brightness:Unofficial PyTorch implementation of KeepAugment
augmentation implementation keepaugment pytorch saliency-map
Last synced: 09 Jul 2024
https://github.com/wuyifan18/DeepLog
Pytorch Implementation of DeepLog.
anomaly-detection deeplearning pytorch sequence-prediction
Last synced: 09 Jul 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: 09 Jul 2024
https://github.com/codingonion/awesome-cuda-and-hpc
🔥🔥🔥 A collection of some awesome public CUDA, cuBLAS, TensorRT and High Performance Computing (HPC) projects.
awesome blas cublas cuda cudnn fortran gemm gpu hpc lapack llama llm mojo numpy openblas parallel-computing pytorch scipy tensorrt yolo
Last synced: 09 Jul 2024
https://github.com/wenet-e2e/wenet
Production First and Production Ready End-to-End Speech Recognition Toolkit
asr automatic-speech-recognition conformer e2e-models production-ready pytorch speech-recognition transformer whisper
Last synced: 08 Jul 2024
https://github.com/divelab/GOOD
GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]
deep-learning distribution-shift graph-neural-networks graph-ood invariant-learning out-of-distribution-generalization pytorch pytorch-geometric
Last synced: 08 Jul 2024
https://github.com/jaywalnut310/glow-tts
A Generative Flow for Text-to-Speech via Monotonic Alignment Search
deep-learning pytorch speech-synthesis text-to-speech tts
Last synced: 08 Jul 2024
https://github.com/IAHispano/Applio
VITS-based Voice Conversion focused on simplicity, quality and performance.
ai applio pytorch rvc speech speech-to-speech text-to-speech vc vits voice voice-clone voice-cloning voice-conversion
Last synced: 08 Jul 2024
https://github.com/hunkim/PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
basic deeplearning python pytorch tutorial
Last synced: 08 Jul 2024
