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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/carefree0910/machinelearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 21 Dec 2024

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 11 Nov 2024

https://github.com/pbloem/former

Simple transformer implementation from scratch in pytorch.

machine-learning pytorch transformer

Last synced: 22 Dec 2024

https://github.com/unum-cloud/uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 26 Dec 2024

https://github.com/naoto0804/pytorch-AdaIN

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

cnn instance-normalization pytorch style-transfer

Last synced: 17 Nov 2024

https://github.com/chenyuntc/PyTorchText

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

fasttext lstm nlp pytorch textcnn textrcnn textrnn

Last synced: 31 Oct 2024

https://github.com/chenyuntc/pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

fasttext lstm nlp pytorch textcnn textrcnn textrnn

Last synced: 24 Dec 2024

https://github.com/vietnh1009/super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 22 Dec 2024

https://github.com/ternaus/ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

image-segmentation pytorch

Last synced: 28 Dec 2024

https://github.com/vita-group/deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan deep-learning generative-adversarial-network iccv iccv2019 low-level-vision pytorch ukraine

Last synced: 22 Dec 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: 05 Nov 2024

https://github.com/VikParuchuri/zero_to_gpt

Go from no deep learning knowledge to implementing GPT.

deep-learning python pytorch tutorial

Last synced: 08 Nov 2024

https://github.com/ternaus/TernausNet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

image-segmentation pytorch

Last synced: 27 Nov 2024

https://github.com/caoscott/srec

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

compression lossless neural-network pytorch

Last synced: 23 Dec 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: 22 Dec 2024

https://github.com/caoscott/SReC

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

compression lossless neural-network pytorch

Last synced: 22 Nov 2024

https://github.com/vietnh1009/Super-mario-bros-A3C-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 27 Nov 2024

https://github.com/cardwing/codes-for-lane-detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

cnn deep-learning lane-detection lua pytorch tensorflow

Last synced: 23 Dec 2024

https://github.com/cardwing/Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

cnn deep-learning lane-detection lua pytorch tensorflow

Last synced: 26 Oct 2024

https://github.com/uvipen/super-mario-bros-a3c-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

a3c ai deep-learning gym mario python pytorch reinforcement-learning super-mario-bros

Last synced: 14 Oct 2024

https://github.com/VITA-Group/DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan deep-learning generative-adversarial-network iccv iccv2019 low-level-vision pytorch ukraine

Last synced: 27 Nov 2024

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

Unofficial PyTorch implementation of Google AI's VoiceFilter system

audio-separation pytorch source-separation speech-separation voicefilter

Last synced: 22 Dec 2024

https://github.com/thudm/swissarmytransformer

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

pretrained-models pytorch transformer

Last synced: 26 Dec 2024

https://github.com/stonesjtu/pytorch_memlab

Profiling and inspecting memory in pytorch

cuda-memory memory-profiler pytorch

Last synced: 25 Dec 2024

https://github.com/huggingface/pytorch-pretrained-biggan

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

artificial-intelligence biggan computer-vision gan generative-adversarial-network neural-network pytorch

Last synced: 28 Dec 2024

https://github.com/aws/deep-learning-containers

AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.

aws docker pytorch sagemaker tensorflow

Last synced: 26 Dec 2024

https://github.com/shawn1993/cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

cnn-model pytorch

Last synced: 22 Dec 2024

https://github.com/huggingface/pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

artificial-intelligence biggan computer-vision gan generative-adversarial-network neural-network pytorch

Last synced: 27 Nov 2024

https://github.com/ermongroup/sdedit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

controllable-generation image-editing image-generation image-manipulation pytorch score-matching

Last synced: 25 Dec 2024

https://github.com/Stonesjtu/pytorch_memlab

Profiling and inspecting memory in pytorch

cuda-memory memory-profiler pytorch

Last synced: 12 Nov 2024

https://github.com/sniklaus/sepconv-slomo

an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

cuda cupy deep-learning python pytorch

Last synced: 22 Dec 2024

https://github.com/wpeebles/gangealing

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

alignment computer-vision correspondence cvpr cvpr2022 deep-learning gan generative image-manipulation pytorch stylegan stylegan2 tracking

Last synced: 25 Dec 2024

https://github.com/alfredxiangwu/lightcnn

A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018

face-recognition lightcnn pytorch

Last synced: 25 Dec 2024

https://github.com/rusty1s/pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

autograd pytorch sparse sparse-matrices

Last synced: 24 Dec 2024

https://github.com/gordicaleksa/pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

attention attention-is-all-you-need attention-mechanism deep-learning deeplearning jupyter original-transformer python pytorch pytorch-transformer pytorch-transformers transformer transformer-tutorial transformers

Last synced: 25 Dec 2024

https://github.com/ClementPinard/SfmLearner-Pytorch

Pytorch version of SfmLearner from Tinghui Zhou et al.

depth disparity kitti pytorch unsupervised

Last synced: 27 Oct 2024

https://github.com/orobix/prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

cnn prototypical-networks python pytorch

Last synced: 25 Dec 2024

https://github.com/NVIDIA/modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 30 Oct 2024

https://github.com/Oldpan/Pytorch-Memory-Utils

pytorch memory track code

gpu memory pytorch

Last synced: 15 Nov 2024

https://github.com/THUDM/SwissArmyTransformer

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

pretrained-models pytorch transformer

Last synced: 01 Nov 2024

https://github.com/pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch

Last synced: 24 Dec 2024

https://github.com/jla524/fromthetensor

From the Tensor to Stable Diffusion, a rough outline for a 9 week course.

deep-learning pytorch tinygrad

Last synced: 19 Nov 2024

https://github.com/harveyslash/facial-similarity-with-siamese-networks-in-pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

deep-learning face-recognition neural-network pytorch pytorch-tutorial siamese-network

Last synced: 25 Dec 2024

https://github.com/run-house/runhouse

Dispatch and distribute your ML training to "serverless" clusters in Python, like PyTorch for ML infra. Iterable, debuggable, multi-cloud/on-prem, identical across research and production.

api artificial-intelligence aws azure collaboration data-science deployment distributed fastapi gcp infrastructure machine-learning middleware observability python pytorch ray sagemaker serverless

Last synced: 25 Dec 2024

https://github.com/anibali/docker-pytorch

A Docker image for PyTorch

cuda docker docker-image pytorch

Last synced: 22 Dec 2024

https://github.com/orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

cnn prototypical-networks python pytorch

Last synced: 26 Oct 2024

https://github.com/open-mmlab/mmflow

OpenMMLab optical flow toolbox and benchmark

openmmlab optical-flow pytorch

Last synced: 27 Dec 2024

https://github.com/graykode/gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt-2 gpt2 implementation natural-language-processing nlp pytorch story-telling text-generator

Last synced: 25 Dec 2024

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 02 Nov 2024

https://github.com/sooftware/conformer

[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

asr augmented cnn conformer conv convolution pytorch recognition speech speech-recognition transformer transformer-xl

Last synced: 23 Dec 2024

https://github.com/graykode/gpt-2-Pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt-2 gpt2 implementation natural-language-processing nlp pytorch story-telling text-generator

Last synced: 26 Oct 2024

https://github.com/ermongroup/SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

controllable-generation image-editing image-generation image-manipulation pytorch score-matching

Last synced: 31 Oct 2024

https://github.com/wenmuzhou/dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

ocr python3 pytorch text-detection

Last synced: 23 Dec 2024

https://github.com/NATSpeech/NATSpeech

A Non-Autoregressive Text-to-Speech (NAR-TTS) framework, including official PyTorch implementation of PortaSpeech (NeurIPS 2021) and DiffSpeech (AAAI 2022)

diffsinger diffspeech huggingface portaspeech pytorch speech speech-synthesis tts

Last synced: 27 Nov 2024

https://github.com/pkhungurn/talking-head-anime-3-demo

Demo Programs for the "Talking Head(?) Anime from a Single Image 3: Now the Body Too" Project

ai anime computer-graphics computer-vision machine-learning python pytorch vtuber

Last synced: 25 Dec 2024

https://github.com/lhotse-speech/lhotse

Tools for handling speech data in machine learning projects.

ai audio data deep-learning kaldi machine-learning python pytorch speech speech-recognition

Last synced: 28 Nov 2024

https://github.com/thudm/cogview2

official code repo for paper "CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers"

pretrained-models pytorch text-to-image transformer

Last synced: 25 Dec 2024

https://github.com/kmkurn/pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

conditional-random-fields neural-networks pytorch

Last synced: 24 Dec 2024

https://github.com/huawei-noah/addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

convolutional-neural-networks cvpr2020 efficient-inference imagenet pytorch

Last synced: 25 Dec 2024

https://github.com/descriptinc/melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

deep-learning gans pytorch speech-synthesis

Last synced: 22 Nov 2024

https://github.com/freewym/espresso

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

asr end-to-end fairseq kaldi python pytorch speech-recognition

Last synced: 05 Nov 2024

https://github.com/piesposito/blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

bayesian-deep-learning bayesian-layers bayesian-neural-networks pytorch pytorch-implementation pytorch-tutorial

Last synced: 27 Dec 2024

https://github.com/fbcotter/pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

dtcwt filterbank pytorch wavelet wavelet-transform

Last synced: 30 Oct 2024

https://github.com/Sharpiless/Yolov5-Deepsort

最新版本yolov5+deepsort目标检测和追踪,能够显示目标类别,支持5.0版本可训练自己数据集

computer-vision deepsort object-detection object-tracking pytorch yolov5

Last synced: 09 Nov 2024

https://github.com/uber/neuropod

A uniform interface to run deep learning models from multiple frameworks

deep-learning deeplearning incubation inference keras machine-learning machinelearning pytorch tensorflow

Last synced: 13 Nov 2024

https://github.com/THUDM/CogView2

official code repo for paper "CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers"

pretrained-models pytorch text-to-image transformer

Last synced: 04 Nov 2024

https://github.com/sukebenet/dreampower

DeepNude algorithm fork with improvements.

deepnude dreamnet dreampower fake-nudes gan image-processing opencv photo pytorch

Last synced: 26 Sep 2024

https://github.com/d-x-y/landmark-detection

Four landmark detection algorithms, implemented in PyTorch.

facial-landmarks keypoint-detection landmark-detection pytorch style-transfer

Last synced: 25 Dec 2024