PyTorch | Ecosyste.ms: Awesome

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: 18 Nov 2024

https://github.com/AntixK/PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae

Last synced: 12 Nov 2024

https://github.com/antixk/pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

architecture beta-vae celeba-dataset deep-learning dfc-vae gumbel-softmax iwae paper-implementations pytorch pytorch-implementation pytorch-vae reproducible-research vae vae-implementation variational-autoencoders vqvae wae

Last synced: 15 Oct 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: 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: 16 Nov 2024

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: 29 Oct 2024

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

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

gpu llm pytorch transformers

Last synced: 21 Aug 2024

https://github.com/xinntao/BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir

Last synced: 05 Aug 2024

https://github.com/ufoym/deepo

Setup and customize deep learning environment in seconds.

caffe caffe2 chainer cntk deep-learning docker-image dockerfile-generator jupyter keras lasagne mxnet onnx pytorch sonnet tensorflow theano torch

Last synced: 26 Sep 2024

https://github.com/jessevig/bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization

Last synced: 14 Oct 2024

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: 29 Oct 2024

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/codertimo/bert-pytorch

Google AI 2018 BERT pytorch implementation

bert language-model nlp pytorch transformer

Last synced: 15 Oct 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: 18 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: 06 Nov 2024

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

95.47% on CIFAR10 with PyTorch

pytorch

Last synced: 15 Oct 2024

https://github.com/yandexdataschool/Practical_RL

A course in reinforcement learning in the wild

course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow

Last synced: 26 Oct 2024

https://github.com/yandexdataschool/practical_rl

A course in reinforcement learning in the wild

course-materials deep-learning deep-reinforcement-learning git-course hacktoberfest keras mooc pytorch pytorch-tutorials reinforcement-learning tensorflow

Last synced: 29 Oct 2024

https://github.com/aymericdamien/topdeeplearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 10 Oct 2024

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/nvidia/fastertransformer

Transformer related optimization, including BERT, GPT

bert gpt pytorch transformer

Last synced: 15 Oct 2024

https://github.com/sgl-project/sglang

SGLang is a fast serving framework for large language models and vision language models.

cuda inference llama llama2 llama3 llama3-1 llava llm llm-serving moe pytorch transformer vlm

Last synced: 18 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: 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/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: 18 Nov 2024

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

OpenMMLab Pose Estimation Toolbox and Benchmark.

animal-pose-estimation benchmark cpm crowdpose face-keypoint freihand hand-pose-estimation higher-hrnet hourglass hrnet human-pose mmpose mpii mspn ochuman pose-estimation pytorch rsn rtmpose udp

Last synced: 18 Nov 2024

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: 09 Oct 2024

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: 15 Oct 2024

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/skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

hacktoberfest huggingface machine-learning pytorch scikit-learn

Last synced: 18 Nov 2024

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: 18 Nov 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/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: 29 Oct 2024

https://github.com/Project-MONAI/MONAI

AI Toolkit for Healthcare Imaging

deep-learning healthcare-imaging medical-image-computing medical-image-processing monai python3 pytorch

Last synced: 28 Oct 2024

https://github.com/project-monai/monai

AI Toolkit for Healthcare Imaging

deep-learning healthcare-imaging medical-image-computing medical-image-processing monai python3 pytorch

Last synced: 18 Nov 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: 02 Nov 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: 15 Oct 2024

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: 18 Nov 2024

https://github.com/bentrevett/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial

Last synced: 14 Oct 2024

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: 15 Oct 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: 15 Oct 2024

https://github.com/google/gemma_pytorch

The official PyTorch implementation of Google's Gemma models

gemma google pytorch

Last synced: 15 Oct 2024

https://github.com/yunjey/stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

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

Last synced: 15 Oct 2024

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: 14 Oct 2024

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: 18 Nov 2024

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/aimhubio/aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

ai data-science data-visualization experiment-tracking machine-learning metadata metadata-tracking ml mlflow mlops prompt-engineering python pytorch tensorboard tensorflow visualization

Last synced: 18 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: 29 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: 28 Oct 2024

https://github.com/lyhue1991/eat_pytorch_in_20_days

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

deep-learning pytorch

Last synced: 21 Oct 2024

https://github.com/idealo/imagededup

😎 Finding duplicate images made easy!

computer-vision e-commerce hashing idealo image-deduplication image-preprocessing neural-network python pytorch

Last synced: 18 Nov 2024

https://github.com/adap/flower

Flower: A Friendly Federated AI Framework

ai android artificial-intelligence cpp deep-learning federated-analytics federated-learning federated-learning-framework fleet-intelligence fleet-learning flower framework grpc ios machine-learning python pytorch raspberry-pi scikit-learn tensorflow

Last synced: 18 Nov 2024

https://github.com/mosaicml/composer

Supercharge Your Model Training

deep-learning machine-learning ml-efficiency ml-systems ml-training neural-network neural-networks pytorch

Last synced: 18 Nov 2024

https://github.com/dbolya/yolact

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

instance-segmentation pytorch real-time realtime yolact

Last synced: 14 Oct 2024

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: 18 Nov 2024

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/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: 13 Nov 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/fastai/course-v3

The 3rd edition of course.fast.ai

data-science deep-learning fastai machine-learning machine-learning-courses mooc pytorch

Last synced: 15 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: 15 Oct 2024

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: 16 Nov 2024

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: 05 Aug 2024

https://github.com/udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

cross-entropy ddpg deep-reinforcement-learning dqn dynamic-programming hill-climbing ml-agents neural-networks openai-gym openai-gym-solutions ppo pytorch pytorch-rl reinforcement-learning reinforcement-learning-algorithms rl-algorithms

Last synced: 07 Aug 2024

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

Superduper: build end-2-end AI applications and templates using your existing data infrastructure and tools of choice

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: 18 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: 09 Oct 2024

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/ifzhang/bytetrack

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

deployment multi-object-tracking pytorch real-time

Last synced: 09 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: 15 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: 27 Oct 2024

https://github.com/awslabs/gluonts

Probabilistic time series modeling in Python

artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch

Last synced: 18 Nov 2024

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/nvidia-ai-iot/torch2trt

An easy to use PyTorch to TensorRT converter

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

Last synced: 09 Oct 2024

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/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/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