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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.

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: 06 Nov 2024

https://github.com/gwinndr/MusicTransformer-Pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

maestro mit music-generation music-transformer python pytorch transformer

Last synced: 05 Nov 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: 15 Nov 2024

https://github.com/spijkervet/torchaudio-augmentations

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 16 Nov 2024

https://github.com/AI-Hypercomputer/JetStream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

gemma gpt gpu inference jax large-language-models llama llama2 llm llm-inference llmops mlops model-serving pytorch tpu transformer

Last synced: 01 Nov 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: 08 Nov 2024

https://github.com/ai-hypercomputer/jetstream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

gemma gpt gpu inference jax large-language-models llama llama2 llm llm-inference llmops mlops model-serving pytorch tpu transformer

Last synced: 13 Nov 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: 28 Oct 2024

https://github.com/cvlab-kaist/Self-Attention-Guidance

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

artificial-intelligence diffusion-models generative-models pytorch

Last synced: 31 Oct 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: 26 Oct 2024

https://github.com/gmayday1997/SceneChangeDet

pytorch implementation of scene change detection

change-detection contrastive-loss pytorch scene-change-detection

Last synced: 01 Nov 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: 11 Oct 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: 11 Nov 2024

https://github.com/tobran/GALIP

[CVPR2023] A faster, smaller, and better text-to-image model for large-scale training

pytorch text-to-image

Last synced: 27 Oct 2024

https://github.com/compvis/net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

autoencoders gans generative-model inn lightning normalizing-flows pytorch pytorch-lightning streamlit

Last synced: 12 Nov 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: 14 Nov 2024

https://github.com/pmeier/light-the-torch

Install PyTorch distributions with computation backend auto-detection

cuda install pip pytorch

Last synced: 13 Nov 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: 30 Oct 2024

https://github.com/EmilienDupont/neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

deep-learning neural-processes pytorch

Last synced: 30 Oct 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: 28 Oct 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: 15 Nov 2024

https://github.com/activatedgeek/lenet-5

PyTorch implementation of LeNet-5 with live visualization

cnn convolutional-neural-networks deep-learning deep-neural-networks lenet5 machine-learning pytorch

Last synced: 17 Nov 2024

https://github.com/kwea123/nsff_pl

Neural Scene Flow Fields using pytorch-lightning, with potential improvements

nerf neural-radiance-fields neural-scene-flow-fields nsff pytorch pytorch-lightning view-synthesis

Last synced: 30 Oct 2024

https://github.com/zhangyuanhan-ai/noah

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.

deep-learning domain-generalization pre-trained-model prompt-tuning pytorch transfer-learning visual-prompting

Last synced: 17 Nov 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: 13 Nov 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: 14 Oct 2024

https://github.com/nianticlabs/map-free-reloc

[ECCV 2022] Map-free Visual Relocalization: Metric Pose Relative to a Single Image

benchmark computer-vision dataset eccv2022 pose-estimation pytorch relocalization visual-relocalization

Last synced: 15 Nov 2024

https://github.com/nianticlabs/footprints

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

computer-vision deep-learning depth-estimation monodepth pytorch

Last synced: 15 Nov 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: 15 Nov 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: 14 Nov 2024

https://github.com/diamondfan/ctc_pytorch

CTC end -to-end ASR for timit and 863 corpus.

ctc decoder kaldi pytorch timit

Last synced: 15 Nov 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: 05 Nov 2024

https://github.com/ssarcandy/deepcoral

🧠 A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016

deep-learning machine-learning python3 pytorch

Last synced: 16 Nov 2024

https://github.com/openclimatefix/metnet

PyTorch Implementation of Google Research's MetNet and MetNet-2

pytorch

Last synced: 14 Nov 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/tio-ikim/cellvit

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

ai cell digitalpathology microscopy ml python pytorch

Last synced: 02 Oct 2024

https://github.com/Diamondfan/CTC_pytorch

CTC end -to-end ASR for timit and 863 corpus.

ctc decoder kaldi pytorch timit

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: 14 Nov 2024

https://github.com/naver/claf

CLaF: Open-Source Clova Language Framework

clova framework language natural-language-processing nlp pytorch

Last synced: 15 Nov 2024

https://github.com/hughplay/dfnet

:art: Deep Fusion Network for Image Completion - ACMMM 2019

acmmm2019 deep-learning dfnet edgeconnect fusion-block image-completion image-inpainting inpainting pytorch

Last synced: 19 Nov 2024

https://github.com/openclimatefix/skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

gan nowcasting nowcasting-models nowcasting-precipitation pytorch pytorch-implementation pytorch-lightning

Last synced: 11 Oct 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/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: 05 Nov 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: 09 Nov 2024

https://github.com/HuaizhengZhang/Active-Learning-as-a-Service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 15 Nov 2024

https://github.com/hasnainraz/fast-aginggan

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

cnn cycle-gan face-aging faceapp gan generative-adversarial-network neural-network pytorch pytorch-lightning realtime-face-aging tensorboard

Last synced: 12 Nov 2024

https://github.com/huaizhengzhang/active-learning-as-a-service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 14 Nov 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: 05 Nov 2024

https://github.com/demoriarty/torchpq

Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda

cuda nearest-neighbor-search pytorch

Last synced: 15 Nov 2024

https://github.com/DeMoriarty/TorchPQ

Approximate nearest neighbor search with product quantization on GPU in pytorch and cuda

cuda nearest-neighbor-search pytorch

Last synced: 02 Nov 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: 15 Nov 2024

https://github.com/ZhangYuanhan-AI/NOAH

Searching prompt modules for parameter-efficient transfer learning.

deep-learning domain-generalization pre-trained-model prompt-tuning pytorch transfer-learning visual-prompting

Last synced: 09 Aug 2024

https://github.com/tusharsarkar3/xbnet

Boosted neural network for tabular data

deep-learning hacktoberfest machine-learning pytorch

Last synced: 10 Oct 2024

https://github.com/ToluClassics/candle-tutorial

Tutorial for Porting PyTorch Transformer Models to Candle (Rust)

candle pytorch rust rust-lang

Last synced: 24 Sep 2024

https://github.com/jiachens/ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness

Last synced: 28 Oct 2024

https://github.com/nachiket92/PGP

Code for "Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals," CoRL 2021.

autonomous-vehicles nuscenes pytorch trajectory-prediction

Last synced: 28 Oct 2024

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 13 Nov 2024

https://github.com/foolwood/dcfnet_pytorch

DCFNet: Discriminant Correlation Filters Network for Visual Tracking

cf end-to-end-learning fft pytorch tracking

Last synced: 16 Nov 2024

https://github.com/vita-group/autospeech

[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

automl autospeech neural-architecture-search pytorch speaker-recognition

Last synced: 16 Nov 2024

https://github.com/ttanzhiqiang/onnx_tensorrt_project

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

batch-inference centerface centernet classify darknet libtorch mxnet onnx-tensorrt pytorch retinaface unet yolor yolov4 yolov5 yolox

Last synced: 27 Oct 2024

https://github.com/mmuckley/torchkbnufft

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.

deep-learning mri nufft pytorch reconstruction

Last synced: 01 Oct 2024

https://github.com/Deepest-Project/MelNet

Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"

generative-model pytorch tts

Last synced: 05 Nov 2024

https://github.com/opendilab/di-treetensor

Let DI-treetensor help you simplify the structure processing!(树形运算一不小心就逻辑混乱?DI-treetensor快速帮你搞定)

deep-learning numpy python pytorch reinforcement-learning tensor tree-structure

Last synced: 16 Nov 2024

https://github.com/stas00/ipyexperiments

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

gpu ipython jupyter memory-management notebook pytorch ram

Last synced: 13 Nov 2024

https://github.com/hyperdimensional-computing/torchhd

Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures

hd-computing hdc hyperdimensional-computing pytorch symbolic-ai vector-symbolic-architectures vsa

Last synced: 11 Oct 2024

https://github.com/tfjgeorge/nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

ek-fac ekfac fim fisher-information-matrix gram jacobian k-fac kfac neural-tangent-kernel ntk pytorch tangent

Last synced: 18 Nov 2024

https://github.com/jackaduma/vicuna-lora-rlhf-pytorch

A full pipeline to finetune Vicuna LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the Vicuna architecture. Basically ChatGPT but with Vicuna

chatgpt finetune gpt llama llm lora peft ppo pytorch reward-models rlhf vicuna vicuna-7b

Last synced: 11 Nov 2024

https://github.com/soobinseo/Tacotron-pytorch

Pytorch implementation of Tacotron

pytorch tacotron text-to-speech tts

Last synced: 14 Nov 2024

https://github.com/heronsystems/adeptrl

Reinforcement learning framework to accelerate research

actor-critic artificial-intelligence atari pysc2 pytorch reinforcement-learning starcraft2-ai

Last synced: 11 Nov 2024

https://github.com/maum-ai/cotatron

Official code for Cotatron @ INTERSPEECH 2020

pytorch speech-synthesis voice-conversion

Last synced: 11 Nov 2024

https://github.com/dmarnerides/pydlt

PyTorch based Deep Learning Toolbox

computer-vision deep-learning pytorch toolbox

Last synced: 14 Nov 2024

https://cyberagentailab.github.io/layout-dm/

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Oct 2024

https://github.com/CyberAgentAILab/layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

cvpr2023 diffusion-models generative-ai layout pytorch

Last synced: 31 Oct 2024