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: 2024-11-15 00:24:09 UTC
- JSON Representation
https://github.com/vdutts7/ai-rapper
Talking Head of your favorite rapper using Transformers, PyTorch, Tortoise TTS, and OpenCV 🎵
huggingface-transformers nlp opencv pytorch tortoise-tts voice-clone
Last synced: 11 Nov 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: 14 Nov 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: 27 Oct 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: 13 Oct 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: 12 Nov 2024
https://github.com/deci-ai/infery-examples
A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
coreml deci deep-learning inference infery jetson jetson-nano jetson-orin jetson-xavier onnx onnxruntime openvino orin profiling python pytorch tensorflow tensorrt tflite torchscript
Last synced: 11 Nov 2024
https://github.com/megengine/icd
This is the official implementation of the paper "Instance-conditional Knowledge Distillation for Object Detection", based on MegEngine and Pytorch.
knowledge-distillation megengine object-detection pytorch
Last synced: 15 Nov 2024
https://github.com/kaleidophon/token2index
A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.
deep-learning deeplearning i2t i2w indexing itos nlp numpy python pytorch rnn rnns seq2seq stoi t2i tensorflow token transformer transformers w2i
Last synced: 09 Nov 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: 15 Nov 2024
https://github.com/hellloxiaotian/ctnet
A cross Transformer for image denoising(Information Fusion, 2024)
cnn computer-vision deep-learning deep-neural-networks image-denoising pytorch transformer
Last synced: 11 Nov 2024
https://github.com/dipanjans/adv_nlp_workshop_odsc_europe22
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems
deep-learning gensim huggingface jupyter-notebook machine-learning natural-language-processing python pytorch tensorflow transfer-learning transformers
Last synced: 22 Oct 2024
https://github.com/kpoeppel/pytorch_probgraph
A Library for Modelling Probabilistic Hierarchical Graphical Models in PyTorch
deep-belief-network probabilistic-graphical-models pytorch restricted-boltzmann-machine
Last synced: 13 Nov 2024
https://github.com/segments-ai/latent-diffusion-segmentation
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting [ECCV 2024]
diffusion-models generative-ai latent-diffusion panoptic-segmentation pytorch segmentation stable-diffusion
Last synced: 31 Oct 2024
https://github.com/charmve/semantic-segmentation-pytorch
PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset
charmve computer-vision deep-learning fcn image-classification image-processing mask-rcnn pytorch pytorch-implementation segnet semantic-segmentation unet-pytorch
Last synced: 28 Oct 2024
https://github.com/nianticlabs/panoptic-forecasting
[CVPR 2021] Forecasting the panoptic segmentation of future video frames
cityscapes future-prediction panoptic-segmentation pytorch semantic-segmentation video-semantic-segmentation
Last synced: 15 Nov 2024
https://github.com/mapo-t2i/mapo
Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).
alignment diffusers diffusion-models human-preference pytorch text-to-image-generation
Last synced: 31 Oct 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: 10 Nov 2024
https://github.com/birdx0810/timegan-pytorch
This repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.
deep-learning generative-adversarial-network hacktoberfest pytorch time-series
Last synced: 30 Oct 2024
https://github.com/zubair-irshad/articulated-object-nerf
Experimental repo for modelling Articulated Object Neural Radiance Field
3d-reconstruction 3d-vision articulated-objects artificial-intelligence computer-vision deep-learning implicit-neural-representation machine-learning multi-view-learning nerf neural-networks neural-radiance-fields pytorch rendering
Last synced: 16 Nov 2024
https://github.com/amanpriyanshu/deep-belief-networks-in-pytorch
The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.
dbn dbnet deep-belief-network deep-learning ebm energy-model machine-learning pytorch rbm rbm-dbn
Last synced: 28 Oct 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: 15 Nov 2024
https://github.com/sankalp1999/image_captioning_with_attention
CaptionBot : Sequence to Sequence Modelling where Encoder is CNN(Resnet-50) and Decoder is LSTMCell with soft attention mechanism
attention-mechanism computer-vision encoder-decoder flickr8k-dataset pytorch show-attend-and-tell
Last synced: 02 Nov 2024
https://github.com/vita-group/sandwich-batch-normalization
[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang
adversarial-training batch-normalization gan nas neural-architecture-search normalization pytorch sabn sandwich-batch-normalization style-transfer
Last synced: 16 Nov 2024
https://github.com/eliphatfs/skeletonmerger
Code repository for paper `Skeleton Merger: an Unsupervised Aligned Keypoint Detector`.
3d-computer-vision cvpr2021 pytorch unsupervised-learning
Last synced: 13 Nov 2024
https://github.com/wenmuzhou/flask_pytorch
using flask to run pytorch model
Last synced: 07 Nov 2024
https://github.com/0b01/tensorscript
shapechecking neural net DSL using Hindley-Milner type system(compiles to pytorch as proof of concept)
dsl hindley-milner neural-network pipes-operator pytorch
Last synced: 13 Nov 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: 27 Oct 2024
https://github.com/amitrajitbose/handwritten-digit-recognition
Handwritten digit recognition using neural network trained on 60000 images from MNIST dataset
digit-recognition mnist pytorch
Last synced: 05 Nov 2024
https://github.com/cdpierse/script_buddy_v2
Script Buddy v2 is a film script text generation tool built using film scripts from the world's most popular film scripts and GPT2.
artificial-intelligence gpt-2 language-generation machine-learning nlp pytorch transformers
Last synced: 08 Nov 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/dansuh17/jdcnet-pytorch
pytorch implementation of JDCNet, singing voice detection and classification network
bilstm deep-learning lstm melody mir music-information-retrieval pytorch singing-voice
Last synced: 22 Oct 2024
https://github.com/lingyunwu14/STFT
Spatial-Temporal Feature Transformation for Video Object Detection, MICCAI2021
pytorch video-object-detection
Last synced: 11 Nov 2024
https://github.com/prajjwal1/language-modelling
LM, ULMFit et al.
deep-learning language-modeling nlp pytorch
Last synced: 05 Nov 2024
https://github.com/rangilyu/mobilenext
non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]
deep-neural-networks mobilenet pytorch
Last synced: 22 Oct 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: 05 Nov 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: 28 Oct 2024
https://github.com/jiangtaoxie/SoT
SoT: Delving Deeper into Classification Head for Transformer
Last synced: 15 Oct 2024
https://github.com/kamalkraj/bioelectra
BioELECTRA
bert bioelectra blurb electra huggingface-transformers pytorch transformer
Last synced: 07 Nov 2024
https://github.com/idsia/recurrent-fwp
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
fast-weight-programmers fast-weights language-modeling pytorch recurrent-neural-networks reinforcement-learning torchbeast transformers
Last synced: 11 Nov 2024
https://github.com/vita-group/large_scale_gcn_benchmarking
This is an authors' implementation of the NIPS 2022 dataset and Benchmark Track Paper "A Comprehensive Study on Large Scale Graph Training: Benchmarking and Rethinking" in PyTorch.
Last synced: 16 Nov 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/icgy96/syops-counter
SyOPs counter for spiking neural networks
pytorch spiking-neural-networks syops-counter
Last synced: 29 Oct 2024
https://github.com/skaftenicki/libcpab
CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch
diffiomorphic-transformations numpy pytorch tensorflow
Last synced: 22 Oct 2024
https://github.com/adeelh/pytorch-fpn
PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.
computer-vision deep-learning deeplearning efficientnet feature-pyramid-network fpn implementation-of-research-paper machine-learning neural-network pytorch pytorch-fpn pytorch-implementation resnet semantic-segmentation semantic-segmentation-architectures
Last synced: 15 Oct 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: 09 Nov 2024
https://github.com/lucabonfiglioli/nnviz
Torch nn vizualization
computer-vision deep-learning natural-language-processing neural-network pytorch visualization
Last synced: 02 Oct 2024
https://github.com/arched-dev/mapextrackt
Pytorch Feature Map Extractor
feature-extraction neural-network pytorch
Last synced: 15 Nov 2024
https://github.com/wangyongjie-ntu/cfai
A collection of algorithms of counterfactual explanations.
counterfactual-explanations explainable-ai explainable-machine-learning explainable-ml interpretability pytorch recourse
Last synced: 11 Nov 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: 10 Oct 2024
https://github.com/e-lab/pytorch-toolbox
This repository contains several tools useful for pytorch users.
Last synced: 11 Nov 2024
https://github.com/qubvel/open-cities-challenge
First place solution for Open Cities DrivenData challenge
buildings-segmentation drivendata pytorch semantic-segmentation
Last synced: 22 Oct 2024
https://github.com/sar-gupta/deep-dream-pytorch
Pytorch implementation of DeepDream on VGG16 Network
deep-learning deepdream neural-network python3 pytorch pytorch-tutorial vgg16
Last synced: 07 Nov 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: 29 Oct 2024
https://github.com/bfortuner/computer-vision
Computer vision sabbatical study materials
computer-vision deep-learning jupyter machine-learning opencv pytorch scikit-learn
Last synced: 08 Nov 2024
https://github.com/gunale0926/sorsa
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models
deep-learning fine-tuning llama lora machine-learning nlp peft python pytorch rwkv sorsa svd transformer
Last synced: 17 Nov 2024
https://github.com/ChenghaoMou/pytorch-pQRNN
Implementation of pQRNN in PyTorch
nlp pqrnn pytorch text-classification
Last synced: 16 Nov 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: 13 Oct 2024
https://github.com/slowy07/mary
environment decision making in autonomous driving
deep-reinforcement-learning pytorch reinforcement-learning
Last synced: 28 Oct 2024
https://github.com/chaitjo/gated-graph-transformers
Transformers are Graph Neural Networks!
deep-learning graph-neural-networks graph-representation-learning pytorch transformers
Last synced: 02 Nov 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/haofanwang/cliff
This repo equips the official CLIFF [ECCV 2022 Oral] with better detector, better tracker. Support multi-person, motion interpolation, motion smooth and SMPLify fitting.
3d-human-pose cliff human-pose-estimation multi-person-pose-estimation pose-estimation pytorch smpl
Last synced: 07 Nov 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: 28 Oct 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: 12 Oct 2024
https://github.com/920232796/bert_seq2seq_ddp
bert_seq2seq的DDP版本，支持bert、roberta、nezha、t5、gpt2等模型，支持seq2seq、ner、关系抽取等任务，无需添加额外代码，轻松启动DDP多卡训练。
bert data-parallel ddp gpt2 nezha pytorch roberta t5 transformer
Last synced: 14 Oct 2024
https://github.com/mayukhdeb/differentiable-morphogenesis
experimenting with differentiable models of morphogenesis :microscope: :microbe:
neural-cellular-automata pytorch pytorch-implementation
Last synced: 27 Oct 2024
https://github.com/bwconrad/flexivit
PyTorch reimplementation of FlexiViT: One Model for All Patch Sizes
computer-vision pytorch transformer vision-transformer
Last synced: 11 Oct 2024
https://github.com/kamo-naoyuki/pytorch_complex
A temporal module for PyTorch-ComplexTensor
complex-numbers dnn python python3 pytorch
Last synced: 26 Oct 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: 28 Oct 2024
https://github.com/dragen1860/capsnet-pytorch
Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules
capsnet-pytorch deep-learning machine-learning pytorch
Last synced: 22 Oct 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: 27 Oct 2024
https://github.com/benedekrozemberczki/feather
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 14 Nov 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: 05 Nov 2024
https://github.com/tymonxie/tymon
An AI Assistant More Than a Toolkit
deep-learning machine-learning python pytorch sklearn
Last synced: 10 Oct 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/mahdihosseini/rmsgd
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
convolutional-neural-networks deep-learning pytorch stochastic-gradient-descent
Last synced: 13 Oct 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/x-raylaser/pytorch-handwriting-synthesis-toolkit
Handwriting generation and handwriting synthesis as described in Alex Graves's paper https://arxiv.org/abs/1308.0850. Pytorch implementation.
attention handwriting-generation handwriting-synthesis lstm mixture-density-networks paper-implementations pytorch recurrent-neural-networks text-to-handwriting
Last synced: 06 Nov 2024
https://github.com/mapluisch/llava-cli-with-multiple-images
LLaVA inference with multiple images at once for cross-image analysis.
image-concatenation image-processing inference llama2 llama2-13b llava lmm lmms pillow python python3 pytorch visual-question-answering vqa
Last synced: 13 Nov 2024
https://github.com/bshall/urhythmic
Unsupervised Rhythm Modeling for Voice Conversion
pytorch rhythm-conversion rhythm-modeling voice-conversion
Last synced: 13 Nov 2024
https://github.com/lemonhu/re-cnn-pytorch
PyTorch implementation of relation extraction via convolutional neural network with multi-size convolution kernels.
cnn convolutional-neural-networks information-extraction multi-size-kernel paper-implementations pytorch relation-classification relation-extraction
Last synced: 08 Nov 2024
https://github.com/gt-ripl/featmatch
PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"
augmentation image-classification pytorch semi-supervised-learning
Last synced: 14 Nov 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: 16 Nov 2024
https://github.com/p-ranav/merged_depth
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
academic average average-calculator camera deep-learning depth-estimation depth-prediction image-processing images machine-learning mit-license neural-networks open-source prediction python3 pytorch torch torchvision youtube
Last synced: 13 Nov 2024
https://github.com/Novartis/scar
scAR (single-cell Ambient Remover) is a deep learning model for removal of the ambient signals in droplet-based single cell omics
cite-seq crispr-screen denoising-algorithm generative-model machine-learning probabilistic-graphical-models pytorch single-cell-rna-seq variational-autoencoder
Last synced: 26 Sep 2024
https://github.com/caiyu6666/DDAD-ASR
[MedIA'2023] Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
anomaly-detection deep-learning pytorch
Last synced: 26 Oct 2024
https://github.com/omarsar/pytorch_neural_machine_translation_attention
Neural Machine Translation with Attention (PyTorch)
attention-mechanism deep-learning encoder-decoder neural-machine-translation nlp pytorch seq2seq
Last synced: 28 Oct 2024
https://github.com/srimannarayanabaratam/land_cover_classification_unet
This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.
deepglobe-dataset multiclass-classification pytorch semantic-segmentation unet
Last synced: 13 Nov 2024
https://github.com/zhenye-na/e2e-learning-self-driving-cars
🚗 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch implementation of "End-to-End Learning for Self-Driving Cars" (arXiv:1604.07316) with Udacity's Simulation env
autonomous-vehicles deep-learning google-colab machine-learning pytorch self-driving-car
Last synced: 12 Nov 2024
https://github.com/pris-cv/oslnet
Code release for OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer (TIP2020)
orthogonal python pytorch small-sample
Last synced: 17 Nov 2024
https://github.com/eBay/AutoOpt
Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent
hyperparameters learning-rate machine-learning momentum optimization pytorch sgd
Last synced: 15 Nov 2024
https://github.com/minkaixu/cgcf-confgen
:test_tube: Learning Neural Generative Dynamics for Molecular Conformation Generation (ICLR 2021)
conformation conformation-generation conformer iclr iclr2021 molecule pytorch
Last synced: 09 Oct 2024
https://github.com/chiehpower/Setup-deeplearning-tools
Set up CI in DL/ cuda/ cudnn/ TensorRT/ onnx2trt/ onnxruntime/ onnxsim/ Pytorch/ Triton-Inference-Server/ Bazel/ Tesseract/ PaddleOCR/ NVIDIA-docker/ minIO/ Supervisord on AGX or PC from scratch.
agx ci cuda cudnn deep-learning docker installation minio nvidia onnx-simplifier onnx2trt onnxruntime paddleocr pytorch supervisord tensorrt tensorrt-inference-server tesseract-ocr triton-inference-server triton-server
Last synced: 28 Oct 2024
https://github.com/yfletberliac/adversarially-guided-actor-critic
AGAC: Adversarially Guided Actor-Critic
adversarially-guided-actor-critic pytorch tensorflow
Last synced: 05 Nov 2024
https://github.com/sisaman/LPGNN
Locally Private Graph Neural Networks (ACM CCS 2021)
deep-graph-library deep-learning differential-privacy graph-deep-learning graph-neural-networks pytorch pytorch-geometric
Last synced: 28 Oct 2024
https://github.com/seiichiinoue/odcnn
implementation of improved musical onset detection with cnn
Last synced: 05 Aug 2024
https://github.com/paccmann/paccmann_predictor
PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction prediction
deep-learning drug-interaction drug-sensitivity pharmacogenomics proteochemometrics pytorch
Last synced: 11 Oct 2024
https://github.com/maciejczyzewski/batchboost
batchboost is a variation on MixUp that instead of mixing just two images, mixes many images together.
deep-learning machine-learning pytorch
Last synced: 07 Nov 2024
https://github.com/jayanthkoushik/torch-gel
Group elastic net implementation in PyTorch.
elasticnet lasso python pytorch
Last synced: 08 Nov 2024
https://github.com/benedekrozemberczki/FEATHER
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow
Last synced: 08 Nov 2024
https://github.com/chenking2020/event_extract_master
支持百度竞赛数据的中文事件抽取，支持ace2005数据的英文事件抽取，本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务，并将karas改成了本人习惯使用的pytorch，在数据加载处考虑了各种语言的扩展
dgcnn django event-extract mlflow multi-language pytorch
Last synced: 05 Nov 2024
