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Projects in Awesome Lists tagged with pytorch

A curated list of projects in awesome lists tagged with pytorch .

https://github.com/Atcold/NYU-DLSP20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 27 Oct 2024

https://github.com/intel-analytics/BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

gpu llm pytorch transformers

Last synced: 14 Dec 2024

https://github.com/intel-analytics/ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, GraphRAG, DeepSpeed, Axolotl, etc

gpu llm pytorch transformers

Last synced: 13 Jan 2025

https://github.com/probml/pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow

Last synced: 14 Jan 2025

https://github.com/OpenNMT/OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 01 Nov 2024

https://github.com/opennmt/opennmt-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 11 Jan 2025

https://github.com/codertimo/bert-pytorch

Google AI 2018 BERT pytorch implementation

bert language-model nlp pytorch transformer

Last synced: 14 Jan 2025

https://github.com/nadermx/backgroundremover

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

ai background-removal background-remover backgroundremover photo-editing python pytorch remove-background remove-background-image remove-background-video removebackground video video-editing

Last synced: 14 Jan 2025

https://github.com/codertimo/BERT-pytorch

Google AI 2018 BERT pytorch implementation

bert language-model nlp pytorch transformer

Last synced: 02 Nov 2024

https://github.com/kevinmusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 13 Jan 2025

https://github.com/kuangliu/pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch

Last synced: 16 Jan 2025

https://github.com/vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb

Last synced: 14 Jan 2025

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 06 Nov 2024

https://github.com/nvidia/fastertransformer

Transformer related optimization, including BERT, GPT

bert gpt pytorch transformer

Last synced: 15 Jan 2025

https://github.com/skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

hacktoberfest huggingface machine-learning pytorch scikit-learn

Last synced: 13 Jan 2025

https://github.com/xorbitsai/inference

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

artificial-intelligence chatglm deployment flan-t5 gemma ggml glm4 inference llama llama3 llamacpp llm machine-learning mistral openai-api pytorch qwen vllm whisper wizardlm

Last synced: 13 Jan 2025

https://github.com/aymericdamien/topdeeplearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 16 Jan 2025

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 25 Oct 2024

https://github.com/NVIDIA/FasterTransformer

Transformer related optimization, including BERT, GPT

bert gpt pytorch transformer

Last synced: 27 Oct 2024

https://github.com/microsoft/mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 13 Jan 2025

https://github.com/Microsoft/MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 02 Nov 2024

https://github.com/microsoft/MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 06 Nov 2024

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 14 Jan 2025

https://github.com/rangilyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 14 Jan 2025

https://github.com/RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 25 Oct 2024

https://github.com/meituan/yolov6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

object-detection pytorch yolo

Last synced: 14 Jan 2025

https://github.com/meituan/YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

object-detection pytorch yolo

Last synced: 26 Oct 2024

https://github.com/modelscope/FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

audio-visual-speech-recognition conformer dfsmn paraformer pretrained-model punctuation pytorch rnnt speaker-diarization speech-recognition speechgpt speechllm vad voice-activity-detection whisper

Last synced: 29 Oct 2024

https://github.com/zhouhaoyi/informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 14 Jan 2025

https://github.com/facebookresearch/mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa

Last synced: 14 Jan 2025

https://github.com/lyhue1991/eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

deep-learning pytorch

Last synced: 14 Jan 2025

https://github.com/open-mmlab/mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

3d-object-detection object-detection point-cloud pytorch

Last synced: 13 Jan 2025

https://github.com/zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 02 Nov 2024

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 14 Jan 2025

https://github.com/udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 16 Jan 2025

https://github.com/google/gemma_pytorch

The official PyTorch implementation of Google's Gemma models

gemma google pytorch

Last synced: 14 Jan 2025

https://github.com/yunjey/stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

cvpr2018 generative-models image-to-image-translation pytorch stargan

Last synced: 17 Jan 2025

https://github.com/nvidia/dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 13 Jan 2025

https://github.com/zylo117/yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

bifpn detection efficientdet efficientnet object-detection pytorch

Last synced: 17 Jan 2025

https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

bifpn detection efficientdet efficientnet object-detection pytorch

Last synced: 27 Oct 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 30 Oct 2024

https://github.com/pyannote/pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection

Last synced: 14 Jan 2025

https://github.com/yl4579/styletts2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 14 Jan 2025

https://github.com/snakers4/silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

asr capitalization colab english german onnx pretrained-models pytorch repunctuation spanish speech speech-recognition speech-synthesis speech-to-text stt stt-benchmark text-to-speech torch-hub tts tts-models

Last synced: 16 Jan 2025

https://github.com/dbolya/yolact

A simple, fully convolutional model for real-time instance segmentation.

instance-segmentation pytorch real-time realtime yolact

Last synced: 16 Jan 2025

https://github.com/NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 26 Oct 2024

https://github.com/yl4579/StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 06 Nov 2024

https://github.com/superduper-io/superduper

Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.

ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search

Last synced: 14 Jan 2025

https://github.com/csailvision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

ade20k pytorch scene-recognition semantic-segmentation

Last synced: 12 Jan 2025

https://github.com/CSAILVision/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

ade20k pytorch scene-recognition semantic-segmentation

Last synced: 22 Nov 2024

https://github.com/deep-learning-with-pytorch/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

deep-learning deep-neural-networks python python3 pytorch

Last synced: 14 Jan 2025

https://github.com/ifzhang/bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

deployment multi-object-tracking pytorch real-time

Last synced: 14 Jan 2025

https://github.com/ifzhang/ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

deployment multi-object-tracking pytorch real-time

Last synced: 26 Oct 2024

https://github.com/oaid/tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 14 Jan 2025

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

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch

Last synced: 14 Jan 2025

https://github.com/nvidia-ai-iot/torch2trt

An easy to use PyTorch to TensorRT converter

classification inference jetson-nano jetson-tx2 jetson-xavier pytorch tensorrt

Last synced: 14 Jan 2025

https://github.com/neuralchen/simswap

An arbitrary face-swapping framework on images and videos with one single trained model!

deepfacelab deepfakes face faceswap gan image-manipulation pytorch swap video

Last synced: 14 Jan 2025

https://github.com/OAID/Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 27 Oct 2024

https://github.com/fanghua-yu/supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 14 Jan 2025

https://github.com/cvhub520/x-anylabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

clip deep-learning deeplearning labeling-tool llm onnx paddle pytorch resnet sam yolo

Last synced: 14 Jan 2025

https://github.com/autogptq/autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 14 Jan 2025

https://github.com/NVIDIA-AI-IOT/torch2trt

An easy to use PyTorch to TensorRT converter

classification inference jetson-nano jetson-tx2 jetson-xavier pytorch tensorrt

Last synced: 28 Oct 2024

https://github.com/carperai/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 17 Jan 2025

https://github.com/panqiwei/autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 13 Dec 2024

https://github.com/boltzmannentropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 17 Jan 2025

https://github.com/neuralchen/SimSwap

An arbitrary face-swapping framework on images and videos with one single trained model!

deepfacelab deepfakes face faceswap gan image-manipulation pytorch swap video

Last synced: 04 Nov 2024

https://github.com/timesler/facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

face-detection face-identification face-recognition face-tracking facial-recognition inception-resnet mtcnn pretrained-models pytorch resnet

Last synced: 13 Jan 2025

https://github.com/BoltzmannEntropy/interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 30 Oct 2024

https://github.com/apple/coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow

Last synced: 13 Jan 2025

https://github.com/tianxiaomo/pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

darknet2onnx darknet2pytorch onnx pytorch pytorch-yolov4 tensorrt yolov3 yolov4 yolov4-tiny

Last synced: 14 Jan 2025

https://github.com/hunkim/deeplearningzerotoall

TensorFlow Basic Tutorial Labs

keras lab mxnet python pytorch tensorflow tutorial

Last synced: 16 Jan 2025

https://github.com/pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch

Last synced: 13 Jan 2025

https://github.com/Tianxiaomo/pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

darknet2onnx darknet2pytorch onnx pytorch pytorch-yolov4 tensorrt yolov3 yolov4 yolov4-tiny

Last synced: 30 Oct 2024

https://github.com/hunkim/DeepLearningZeroToAll

TensorFlow Basic Tutorial Labs

keras lab mxnet python pytorch tensorflow tutorial

Last synced: 08 Nov 2024

https://github.com/CarperAI/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 25 Oct 2024

https://github.com/laurentmazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 13 Jan 2025

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

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

3d-detection autonomous-driving object-detection point-cloud pv-rcnn pytorch

Last synced: 28 Oct 2024