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/numenta/nupic.torch
Numenta Platform for Intelligent Computing PyTorch libraries
Last synced: 09 Aug 2024
https://github.com/JeongJiHeon/ScoreDiffusionModel
The Pytorch Tutorial of Score-based and Diffusion Model
diffusion-models pytorch score-based score-based-generative-models
Last synced: 03 Aug 2024
https://github.com/ofnote/tsalib
Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)
deep-learning keras numpy pytorch tensor-shape tensorflow
Last synced: 09 Aug 2024
https://github.com/layumi/person-reid-3d
TNNLS'22 :statue_of_liberty: Parameter-Efficient Person Re-identification in the 3D Space :statue_of_liberty:
3d dukemtmc-reid graph-neural-networks market-1501 msmt17 ognet person-reid person-reidentification pytorch re-id re-identification reid
Last synced: 31 Jul 2024
https://github.com/ianwhale/nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
auto-ml deep-learning evolutionary-computation neural-architecture-search nsga-ii pytorch
Last synced: 03 Aug 2024
https://github.com/VITA-Group/SLaK
[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"
51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation
Last synced: 31 Jul 2024
https://github.com/johnolafenwa/TorchFusion
A modern deep learning framework built to accelerate research and development of AI systems
convolutional-neural-networks deep-learning gan machine-learning neural-network python pytorch visualization
Last synced: 07 Aug 2024
https://github.com/cmhungsteve/TA3N
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets
Last synced: 01 Aug 2024
https://github.com/bentrevett/pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
a2c actor-critic advantage-actor-critic generalized-advantage-estimation policy-gradient pytorch pytorch-implementation pytorch-implmention pytorch-rl pytorch-tutorial pytorch-tutorials reinforcement-learning reinforcement-learning-algorithms rl
Last synced: 31 Jul 2024
https://github.com/wutianyiRosun/CGNet
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]
camvid cityscapes pytorch semantic-segmentation
Last synced: 03 Aug 2024
https://github.com/andreamad8/Universal-Transformer-Pytorch
Implementation of Universal Transformer in Pytorch
Last synced: 01 Aug 2024
https://github.com/gitabcworld/FewShotLearning
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
few-shot optimization optimization-algorithms python pytorch
Last synced: 03 Aug 2024
https://github.com/tbepler/protein-sequence-embedding-iclr2019
Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019
deep-learning language-model protein-embedding protein-modeling protein-representation-learning protein-sequence protein-structure pytorch recurrent-neural-networks
Last synced: 03 Aug 2024
https://github.com/lucasjinreal/faceswap_pytorch
Deep fake ready to train on any 2 pair dataset with higher resolution
deepfakes deeplearning faceswap fakeface gan pytorch
Last synced: 01 Aug 2024
https://github.com/open-mmlab/mmeval
A unified evaluation library for multiple machine learning libraries
machine-learning metrics python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/savan77/The-GAN-World
Everything about Generative Adversarial Networks
gan generative-adversarial-network pytorch tensorflow
Last synced: 01 Aug 2024
https://github.com/FrancescoSaverioZuppichini/mirror
Visualisation tool for CNNs in pytorch
deep-learning neural-network python pytorch visualis
Last synced: 03 Aug 2024
https://github.com/g1910/HyperNetworks
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
hypernetworks metalearning pytorch resnet
Last synced: 02 Aug 2024
https://github.com/PacktWorkshops/The-Python-Workshop
A New, Interactive Approach to Learning Python
algorithms data-science gridsearchcv linear-regression logistic-regression machine-learning python pytorch random-forests randomizedsearchcv structure types
Last synced: 02 Aug 2024
https://github.com/pudae/kaggle-hpa
Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.
Last synced: 31 Jul 2024
https://github.com/likyoo/Siam-NestedUNet
The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"
Last synced: 01 Aug 2024
https://github.com/fcakyon/craft-text-detector
Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector
actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow
Last synced: 01 Aug 2024
https://github.com/BY571/Soft-Actor-Critic-and-Extensions
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
actor-critic-algorithm continuous d2rl emphasizing-recent-experience multi-environment munchausen munchausen-reinforcement-learning parallel-computing prioritized-experience-replay pytorch reinforcement-learning reinforcement-learning-algorithms sac soft-actor-critic
Last synced: 07 Aug 2024
https://github.com/megvii-research/RevCol
Official Code of Paper "Reversible Column Networks" "RevColv2"
cnn computer-vision iclr2023 mae pytorch transformer vit
Last synced: 31 Jul 2024
https://github.com/L0SG/relational-rnn-pytorch
An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.
deep-learning deepmind language-model language-modeling pytorch recurrent-neural-networks self-attention transformer word-language-model
Last synced: 07 Aug 2024
https://github.com/cyoon1729/deep-Q-networks
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
deep-q-network pytorch q-learning reinforcement-learning
Last synced: 07 Aug 2024
https://github.com/lartpang/Machine-Deep-Learning
:wave: ML/DL学习笔记（基础+论文）
cs231n deeplearning deepthinking learning linux machine-learning notes python pytorch summary tensorflow thinking
Last synced: 02 Aug 2024
https://github.com/gmihaila/ml_things
This is where I put things I find useful that speed up my work with Machine Learning. Ever looked in your old projects to reuse those cool functions you created before? Well, this repo is designed to be a Python Library of functions I created in my previous project that can be reused. I also share some Notebooks Tutorials and Python Code Snippets.
google-colab machine-learning nlp nlp-machine-learning notebooks python-snippets pytorch snippets transformer
Last synced: 01 Aug 2024
https://github.com/orktes/go-torch
LibTorch (PyTorch) bindings for Golang
golang golang-library machine-learning pytorch
Last synced: 03 Aug 2024
https://github.com/coderSkyChen/Action_Recognition_Zoo
Codes for popular action recognition models, verified on the something-something data set.
Last synced: 01 Aug 2024
https://github.com/godisboy/SN-GAN
pyTorch implementation of Spectral Normalization for Generative Adversarial Networks
gan pytorch sngan weight-normalization
Last synced: 03 Aug 2024
https://github.com/inferno-pytorch/inferno
A utility library around PyTorch
deep-learning neural-networks pytorch
Last synced: 03 Aug 2024
https://github.com/tencent-quantum-lab/tensorcircuit
Tensor network based quantum software framework for the NISQ era
automatic-differentiation jax machine-learning matrix-product-states neural-network nisq open-quantum-systems pytorch quantum quantum-algorithms quantum-circuit quantum-computing quantum-dynamics quantum-error-mitigation quantum-machine-learning quantum-noise quantum-simulation tensor-network tensorflow variational-quantum-algorithms
Last synced: 03 Aug 2024
https://github.com/mead-ml/mead-baseline
Deep-Learning Model Exploration and Development for NLP
baseline bert classification convolutional-neural-networks deep-learning deep-learning-architectures experimentation hacktoberfest keras language-model machine-learning nlp nlp-tasks pytorch recurrent-neural-networks seq2seq tensorflow transformers visdom
Last synced: 09 Aug 2024
https://github.com/dpressel/mint
MinT: Minimal Transformer Library and Tutorials
bart bert gpt gpt2 opt pytorch roberta sentence-transformers t5 transformer transformer-models transformers tutorials
Last synced: 31 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: 01 Aug 2024
https://github.com/idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
autonomous-driving carla-driving-simulator carla-environment carla-simulator ddqn deep-learning deep-learning-algorithms deep-reinforcement-learning openai ppo proximal-policy-optimization pytorch reinforcement-learning self-driving self-driving-car self-driving-car-simulation self-driving-cars
Last synced: 31 Jul 2024
https://github.com/zc-alexfan/hold
[CVPR 2024✨Highlight] Official repository for HOLD, the first method that jointly reconstructs articulated hands and objects from monocular videos without assuming a pre-scanned object template and 3D hand-object training data.
3d-reconstruction ai artificial-intelligence augmented-reality computer-vision hand-object-interaction hand-object-reconstruction hand-tracking mano mixed-reality neural-networks pose-estimation pytorch virtual-reality
Last synced: 02 Aug 2024
https://github.com/Eclectic-Sheep/sheeprl
Distributed Reinforcement Learning accelerated by Lightning Fabric
distributed lightning pytorch reinforcement-learning
Last synced: 01 Aug 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: 01 Aug 2024
https://github.com/nathanhubens/fasterai
FasterAI: Prune and Distill your models with FastAI and PyTorch
compression fastai knowledge-distillation pruning pytorch
Last synced: 02 Aug 2024
https://github.com/linksense/LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
apex aspp attention-mechanism bifpn cityscapes deepdrive deeplab-v3-plus dense-aspp efficientnet inplaceabn light-weighted-network lightnet mixnet mobilenetv2 mobilenetv2plus pytorch semantic-segmentation shufflenetv2 shufflenetv2plus unsharp-masking
Last synced: 05 Aug 2024
https://github.com/Baiyuetribe/ncnn-models
awesome AI models with NCNN, and how they were converted ✨✨✨
deep-learning gfpgan image-classification nanodet ncnn ncnn-model pytorch rife yolov5 yolov7 yolox
Last synced: 02 Aug 2024
https://github.com/Mayukhdeb/torch-dreams
Flexible Feature visualization on PyTorch, for research and art :mag_right: :computer: :brain: :art:
colab deep-dream deep-learning feature-visualization pytorch
Last synced: 01 Aug 2024
https://github.com/louis-she/minetorch
Build deep learning applications in a new and easy way.
digits ignite mnist pytorch pytorch-visualization tensorboard tools torchpack
Last synced: 08 Aug 2024
https://github.com/ydwen/opensphere
A hyperspherical face recognition library based on PyTorch
deep-learning face-recognition pytorch sphereface sphereface2
Last synced: 31 Jul 2024
https://github.com/TorchSpatiotemporal/tsl
tsl: a PyTorch library for processing spatiotemporal data.
deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs
Last synced: 02 Aug 2024
https://github.com/feiyuhuahuo/Yolact_minimal
Minimal PyTorch implementation of YOLACT.
instance-segmentation pytorch real-time
Last synced: 07 Aug 2024
https://github.com/pyro-ppl/funsor
Functional tensors for probabilistic programming
jax machine-learning numpy probabilistic-programming pyro pytorch symbolic
Last synced: 05 Aug 2024
https://github.com/SamsungLabs/pytorch-ensembles
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020
deep-learning ensembles iclr2020 pytorch uncertainty
Last synced: 03 Aug 2024
https://github.com/BiomedSciAI/histocartography
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
deep-learning graph-neural-networks healthcare machine-learning pathology pytorch
Last synced: 02 Aug 2024
https://github.com/embedeep/Free-TPU
Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classification, detection, and segmentation problem.
caffe cnn-accelerator darknet deep-learning fpga free hardware lstm npu npu-compiler pytorch rnn tpu zynq
Last synced: 02 Aug 2024
https://github.com/jolibrain/joliGEN
Generative AI Image Toolset with GANs and Diffusion for Real-World Applications
augmented-reality deep-learning diffusion-models gan generative-model image-generation image-to-image pytorch
Last synced: 03 Aug 2024
https://github.com/kyegomez/zeta
Build high-performance AI models with modular building blocks
artificial-intelligence deep-learning gpt4 llama2 longnet multi-agent-systems multi-modal multi-modal-learning multi-platform pytorch speech-recognition transformer transformers
Last synced: 05 Aug 2024
https://github.com/MightyChaos/LKVOLearner
Learning Depth from Monocular Videos using Direct Methods, CVPR 2018
ddvo depth-estimation posenet-ddvo pytorch unsupervised-learning visual-odometry
Last synced: 01 Aug 2024
https://github.com/yanx27/3DGNN_pytorch
3D Graph Neural Networks for RGBD Semantic Segmentation
gnns point-cloud pytorch rgbd segmentation
Last synced: 31 Jul 2024
https://github.com/j-marple-dev/model_compression
PyTorch Model Compression
lottey-ticket-hypothesis pruning pytorch quantization
Last synced: 02 Aug 2024
https://github.com/luopeixiang/textclf
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec
Last synced: 02 Aug 2024
https://github.com/rendchevi/nix-tts
🐤 Nix-TTS: Lightweight and End-to-end Text-to-Speech via Module-wise Distillation
onnx pytorch speech-synthesis text-to-speech tts
Last synced: 09 Aug 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: 01 Aug 2024
https://github.com/feifeibear/long-context-attention
Sequence Parallel Attention for Long Context LLM Model Training and Inference
attention-is-all-you-need deepspeed-ulysses llm-inference llm-training pytorch ring-attention
Last synced: 21 Sep 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: 01 Aug 2024
https://github.com/linjieli222/HERO
Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
pretraining pytorch transformers tvr vision-and-language
Last synced: 08 Aug 2024
https://github.com/yizhou-wang/RODNet
RODNet: Radar object detection network
autonomous-driving detection object-detection paper pytorch radar rodnet
Last synced: 31 Jul 2024
https://github.com/natmlx/NatML
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
android augmented-reality computer-vision coreml deeo-learning ios machine-learning macos mediapipe natml natural-language-processing pytorch tensorflow tensorflow-lite unity virtual-reality webassembly webassemby webgl windows
Last synced: 12 Aug 2024
https://github.com/natmlx/natml-unity
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
android augmented-reality computer-vision coreml deeo-learning ios machine-learning macos mediapipe natml natural-language-processing pytorch tensorflow tensorflow-lite unity virtual-reality webassembly webassemby webgl windows
Last synced: 31 Jul 2024
https://github.com/dvlab-research/UVTR
Unifying Voxel-based Representation with Transformer for 3D Object Detection (NeurIPS 2022)
3d-detection multi-modality pytorch
Last synced: 31 Jul 2024
https://github.com/gmayday1997/SceneChangeDet
pytorch implementation of scene change detection
change-detection contrastive-loss pytorch scene-change-detection
Last synced: 01 Aug 2024
https://github.com/Ikomia-dev/IkomiaApi
Deploy Computer Vision solutions with a few lines of code.
computer-vision computer-vision-ai computer-vision-algorithms computer-vision-opencv computer-vision-tools computervision deep-learning detectron2 human-pose-estimation image-processing machine-learning object-detection opencv openmmlab pose-estimation python pytorch tensorflow yolo
Last synced: 02 Aug 2024
https://github.com/spfrommer/torchexplorer
Interactively inspect module inputs, outputs, parameters, and gradients.
Last synced: 31 Jul 2024
https://github.com/nearai/torchfold
Tools for PyTorch
deep-learning deep-neural-networks machine-learning pytorch
Last synced: 03 Aug 2024
https://github.com/delira-dev/delira
Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow
deep-learning delira machine-learning medical-images medical-imaging pytorch radiology tensorflow
Last synced: 03 Aug 2024
https://github.com/dvlab-research/Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
class-imbalance contrastive-learning iccv2021 image-classification imagenet imbalanced-data imbalanced-learning long-tailed-recognition parametric-contrastive-learning pytorch supervised-contrastive-learning supervised-learning tpami
Last synced: 03 Aug 2024
https://github.com/hppRC/bert-classification-tutorial
【2023年版】BERTによるテキスト分類
bert deep-learning japanese nlp python pytorch transformers
Last synced: 01 Aug 2024
https://github.com/yoyololicon/pytorch-NMF
A pytorch package for non-negative matrix factorization.
1d-convolution beta-divergence em-algorithm gpu kl-divergence nmf nonnegative-matrix-factorization plca pytorch siplca
Last synced: 05 Aug 2024
https://github.com/MIC-DKFZ/trixi
Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization
Last synced: 03 Aug 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: 01 Aug 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: 01 Aug 2024
https://github.com/SamsungLabs/fcaf3d
[ECCV2022] FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection
3d-object-detection fcaf3d mmdetection object-detection pytorch s3dis scannet sun-rgbd
Last synced: 30 Jul 2024
https://github.com/Djdefrag/RealScaler
RealScaler - image/video AI upscaler app (Real-ESRGAN)
amd anime compression-artifact-reduction deep-learning directx-12 gpu gui-application intel manga noise-reduction nvidia opencv python pytorch pytorch-directml super-resolution video video-processing windows
Last synced: 01 Aug 2024
https://github.com/alibaba-mmai-research/TAdaConv
[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.
action-localization action-recognition pytorch self-supervised-learning tadaconv video-classification video-understanding
Last synced: 02 Aug 2024
https://github.com/openclimatefix/metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Last synced: 01 Aug 2024
https://github.com/yromano/cqr
Conformalized Quantile Regression
algorithmic-fairness conformal-methods conformal-prediction deep-learning fairness prediction prediction-intervals pytorch quantile-regression random-forest random-forest-regression
Last synced: 31 Jul 2024
https://github.com/Hyperparticle/udify
A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.
allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies
Last synced: 07 Aug 2024
https://github.com/bjascob/amrlib
A python library that makes AMR parsing, generation and visualization simple.
abstract-meaning-representation amr amr-graphs amr-parser amr-parsing neural-network python pytorch spacy spacy-extension text-generation transformer
Last synced: 31 Jul 2024
https://github.com/natasha/slovnet
Deep Learning based NLP modeling for Russian language
bert deep-learning machine-learning morphology ner nlp python pytorch russian syntax
Last synced: 07 Aug 2024
https://github.com/EmilienDupont/neural-processes
Pytorch implementation of Neural Processes for functions and images :fireworks:
deep-learning neural-processes pytorch
Last synced: 31 Jul 2024
https://github.com/kozistr/pytorch_optimizer
optimizer & lr scheduler & loss function collections in PyTorch
adabelief adabound adai adamd adamp adan chebyshev deep-learning diffgrad gradient-centralization learning-rate-scheduling lookahead loss-functions madgrad nero optimizer pytorch radam ranger sam
Last synced: 01 Aug 2024
https://github.com/salesforce/TabularSemanticParsing
Translating natural language questions to a structured query language
database natural-language-interface natural-language-processing pytorch semantic-parsing text-to-sql
Last synced: 18 Aug 2024
https://github.com/SsisyphusTao/Object-Detection-Knowledge-Distillation
An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
deep-learning knowledge-distillation object-detection pytorch ssd yolov5
Last synced: 02 Aug 2024
https://github.com/ruhyadi/YOLO3D
YOLO 3D Object Detection for Autonomous Driving Vehicle
3d-object-detection deep-learning pytorch self-driving-car yolo
Last synced: 31 Jul 2024
https://github.com/ashutosh1919/explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
cnn cnn-classification cnn-pytorch cnn-visualization cnn-visualization-technique explainable-ai explainable-ml grad-cam grad-cam-visualization guided-backpropagation guided-grad-cam pytorch pytorch-implementation saliency-detection saliency-map visualization
Last synced: 07 Aug 2024
https://github.com/BasBuller/PySNN
Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration
deep-learning dynamic gpu-acceleration gpu-computing machine-learning neural-networks python3 pytorch spiking-neural-networks stdp
Last synced: 03 Aug 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: 31 Jul 2024
https://github.com/ajbrock/FreezeOut
Accelerate Neural Net Training by Progressively Freezing Layers
deep-learning densenet machine-learning memes neural-networks pytorch vgg16 wide-residual-networks
Last synced: 03 Aug 2024
https://github.com/aangelopoulos/conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision
Last synced: 01 Aug 2024
https://github.com/MuhammadMoinFaisal/YOLOv8_Segmentation_DeepSORT_Object_Tracking
YOLOv8 Segmentation with DeepSORT Object Tracking (ID + Trails)
object-segmentation object-tracking objecttracking opencv pytorch yolo yolov8 yolov8-deepsort
Last synced: 01 Aug 2024
https://github.com/Jzou44/photo2pixel
Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art.
image-processing pixel pixel-art pixelart pytorch
Last synced: 01 Aug 2024
