Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/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: 13 Feb 2025

https://github.com/hkproj/pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

language-model llama llama2 paper-implementations pytorch

Last synced: 07 Feb 2025

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: 21 Nov 2024

https://github.com/coderSkyChen/Action_Recognition_Zoo

Codes for popular action recognition models, verified on the something-something data set.

action-recognition pytorch

Last synced: 05 Nov 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: 27 Nov 2024

https://github.com/imoonlab/dhgnn

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

graph-embedding nerual-network pytorch

Last synced: 23 Jan 2025

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: 15 Nov 2024

https://github.com/nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

compression fastai knowledge-distillation pruning pytorch

Last synced: 13 Nov 2024

https://github.com/inferno-pytorch/inferno

A utility library around PyTorch

deep-learning neural-networks pytorch

Last synced: 14 Nov 2024

https://github.com/godisboy/SN-GAN

pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

gan pytorch sngan weight-normalization

Last synced: 17 Nov 2024

https://github.com/bingogome/samm

A 3D Slicer integration to Meta's SAM.

pytorch sam

Last synced: 30 Nov 2024

https://github.com/tcapelle/timeseries_fastai

fastai V2 implementation of Timeseries classification papers.

classification fastai pytorch timeseries ucr

Last synced: 11 Feb 2025

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: 09 Feb 2025

https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

cnn keras mnist pytorch tensorflow

Last synced: 13 Feb 2025

https://github.com/nvidia-merlin/models

Merlin Models is a collection of deep learning recommender system model reference implementations

dask deep-learning gpu machine-learning pytorch rapidsai recommendation-system recommender-system recsys tensorflow

Last synced: 12 Feb 2025

https://github.com/txsun1997/Black-Box-Tuning

ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Models

black-box-optimization deep-learning few-shot-learning language-model natural-language-processing pytorch

Last synced: 19 Dec 2024

https://github.com/vinthony/deep-blind-watermark-removal

[AAAI 2021] Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal

aaai2021 pytorch watermark-removal

Last synced: 07 Feb 2025

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: 13 Nov 2024

https://github.com/spfrommer/torchexplorer

Interactively inspect module inputs, outputs, parameters, and gradients.

pytorch visualization wandb

Last synced: 28 Oct 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: 28 Nov 2024

https://github.com/Eclectic-Sheep/sheeprl

Distributed Reinforcement Learning accelerated by Lightning Fabric

distributed lightning pytorch reinforcement-learning

Last synced: 06 Nov 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: 07 Nov 2024

https://github.com/bshall/universalvocoding

A PyTorch implementation of "Robust Universal Neural Vocoding"

neural-vocoder pytorch speech-synthesis wavernn

Last synced: 14 Feb 2025

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

Tutorial for Porting PyTorch Transformer Models to Candle (Rust)

candle pytorch rust rust-lang

Last synced: 16 Jan 2025

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: 08 Feb 2025

https://github.com/cyanogenoid/pytorch-vqa

Strong baseline for visual question answering

baseline pytorch visual-question-answering vqa

Last synced: 14 Feb 2025

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: 07 Feb 2025

https://github.com/pyro-ppl/funsor

Functional tensors for probabilistic programming

jax machine-learning numpy probabilistic-programming pyro pytorch symbolic

Last synced: 08 Feb 2025

https://github.com/patrick-kidger/torchcubicspline

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

interpolation pytorch spline

Last synced: 23 Jan 2025

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: 06 Nov 2024

https://github.com/feiyuhuahuo/Yolact_minimal

Minimal PyTorch implementation of YOLACT.

instance-segmentation pytorch real-time

Last synced: 27 Nov 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: 07 Feb 2025

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: 15 Nov 2024

https://github.com/ydwen/opensphere

A hyperspherical face recognition library based on PyTorch

deep-learning face-recognition pytorch sphereface sphereface2

Last synced: 27 Oct 2024

https://github.com/iscyy/yoloair

🔥🔥🔥 专注于YOLO改进模型,Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

anchor-based anchor-free attention backbone deep-learning ppyolo ppyoloe pytorch scaledyolov4 tood transformer yolo yoloair yolor yolov3 yolov4 yolov5 yolov6 yolov7 yolox

Last synced: 14 Feb 2025

https://github.com/showlab/egovlp

[NeurIPS2022] Egocentric Video-Language Pretraining

egocentric-vision pretraining pytorch video-language

Last synced: 07 Feb 2025

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: 09 Feb 2025

https://github.com/lannguyen0910/food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 09 Nov 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: 09 Nov 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: 29 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: 10 Feb 2025

https://github.com/GFNOrg/torchgfn

A modular, easy to extend GFlowNet library

amortized-sampling gflownet gflownets gfn library pytorch

Last synced: 12 Nov 2024

https://github.com/keonlee9420/diffsinger

PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)

ddpm diffsinger diffusion diffusion-models english fastspeech neural-tts non-autoregressive pytorch singing-voice speech-synthesis text-to-speech tts

Last synced: 29 Jan 2025

https://github.com/yanx27/3dgnn_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

gnns point-cloud pytorch rgbd segmentation

Last synced: 21 Nov 2024

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

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 10 Feb 2025

https://github.com/yizhou-wang/RODNet

RODNet: Radar object detection network

autonomous-driving detection object-detection paper pytorch radar rodnet

Last synced: 28 Oct 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: 02 Nov 2024

https://github.com/yanx27/3DGNN_pytorch

3D Graph Neural Networks for RGBD Semantic Segmentation

gnns point-cloud pytorch rgbd segmentation

Last synced: 28 Oct 2024

https://github.com/eric-canas/qreader

Robust and Straight-Forward solution for reading difficult and tricky QR codes within images in Python. Powered by YOLOv8

computer-vision easy-to-use image-processing object-detection pip python pytorch pyzbar qr qrcode qrcode-reader qrcode-scanner yolov8

Last synced: 08 Feb 2025

https://github.com/j-min/dl-for-chatbot

Deep Learning / NLP tutorial for Chatbot Developers

chatbot deep-learning nlp pytorch tutorial

Last synced: 19 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: 10 Feb 2025

https://github.com/pytorch/torchft

PyTorch per step fault tolerance (actively under development)

consensus distributed-systems fault-tolerance ml pytorch torch training

Last synced: 08 Feb 2025

https://github.com/Unbabel/OpenKiwi

Open-Source Machine Translation Quality Estimation in PyTorch

machine-translation openkiwi pytorch pytorch-lightning quality-estimation translation-quality-estimation

Last synced: 10 Feb 2025

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: 14 Feb 2025

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: 08 Feb 2025

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

Install PyTorch distributions with computation backend auto-detection

cuda install pip pytorch

Last synced: 08 Feb 2025

https://github.com/ryujaehun/pytorch-gpu-benchmark

Using the famous cnn model in Pytorch, we run benchmarks on various gpu.

1080ti 2060 3090 a100 a100-pcie a100-sxm4 benchmark dgx-a100 dgx-station pytorch rtx2060 rtx2080ti rtx3090 titanrtx titanv windows10

Last synced: 21 Jan 2025

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

Audio transformations library for PyTorch

audio machine-learning pytorch

Last synced: 17 Dec 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: 28 Nov 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: 13 Nov 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: 06 Nov 2024

https://github.com/isarandi/nlf

[NeurIPS 2024] Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation

3d-human-mesh 3d-human-pose-estimation 3d-human-shape-and-pose-estimation human-mesh-reconstruction human-mesh-recovery pytorch tensorflow

Last synced: 12 Feb 2025

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: 24 Jan 2025

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: 05 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: 06 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: 10 Feb 2025

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: 08 Feb 2025

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

OpenDILab RL HPC OP Lib, including CUDA and Triton kernel

cuda hpc lstm pytorch reinforcement-learning triton

Last synced: 10 Feb 2025

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: 01 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: 10 Jan 2025

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: 24 Jan 2025

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: 07 Feb 2025