PyTorch | Ecosyste.ms: Awesome

https://github.com/sgrvinod/a-pytorch-tutorial-to-image-captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

attention-mechanism computer-vision encoder-decoder image-captioning mscoco pytorch pytorch-tutorial show-attend-and-tell

Last synced: 20 Dec 2024

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

OpenMMLab Model Deployment Framework

computer-vision deep-learning deployment mmdetection mmsegmentation model-converter ncnn onnx onnxruntime openvino pplnn pytorch sdk tensorrt

Last synced: 23 Dec 2024

https://github.com/rasbt/deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 26 Dec 2024

https://github.com/aqlaboratory/openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

alphafold2 protein-structure pytorch

Last synced: 24 Dec 2024

https://github.com/kwea123/nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

3d-reconstruction colab mesh mixed-reality nerf nerf-in-the-wild nerf-w neural-radiance-fields pytorch pytorch-lightning ray-tracing unity3d view-synthesis volume-rendering

Last synced: 20 Dec 2024

https://github.com/microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 24 Dec 2024

https://github.com/carpedm20/enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

google-brain neural-architecture-search pytorch

Last synced: 20 Dec 2024

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

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 24 Dec 2024

https://github.com/carpedm20/ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

google-brain neural-architecture-search pytorch

Last synced: 05 Nov 2024

https://github.com/lululxvi/deepxde

A library for scientific machine learning and physics-informed learning

deep-learning deeponet jax multi-fidelity-data neural-network operator paddle pde physics-informed-learning pinn pytorch scientific-machine-learning tensorflow

Last synced: 24 Dec 2024

https://github.com/benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning gcn gnn graph-convolution graph-convolutional-networks graph-embedding graph-neural-networks network-embedding network-science node-embedding pytorch spatial-analysis spatial-data spatio-temporal-analysis spatio-temporal-data spatiotemporal temporal-data temporal-graphs temporal-networks

Last synced: 24 Dec 2024

https://github.com/learnables/learn2learn

A PyTorch Library for Meta-learning Research

few-shot finetuning learn2learn learning2learn maml meta-descent meta-learning meta-optimization meta-rl metalearning pytorch

Last synced: 24 Dec 2024

https://github.com/pharmapsychotic/clip-interrogator

Image to prompt with BLIP and CLIP

clip pytorch

Last synced: 24 Dec 2024

https://github.com/datawhalechina/thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

deep-learning machine-learning python pytorch

Last synced: 26 Dec 2024

https://github.com/elixir-nx/nx

Multi-dimensional arrays (tensors) and numerical definitions for Elixir

elixir gpu jit numerical pytorch tensor xla

Last synced: 23 Dec 2024

https://github.com/dmMaze/BallonsTranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 07 Nov 2024

https://github.com/dmmaze/ballonstranslator

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

auto-translation chinese-translation comics computer-aided-translation computer-vision deep-learning inpainting manga ocr pyqt pyqt6 pytorch qt qt6 scene-text-detection

Last synced: 25 Dec 2024

https://github.com/zllrunning/video-object-removal

Just draw a bounding box and you can remove the object you want to remove.

image-inpainting inpainting object-removal pytorch video-inpainting

Last synced: 21 Dec 2024

https://github.com/intel-analytics/bigdl-2.x

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

analytics-zoo apache-spark bigdl deep-neural-network distributed-deep-learning keras-tensorflow python pytorch scala

Last synced: 24 Dec 2024

https://github.com/intel-analytics/BigDL-2.x

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

analytics-zoo apache-spark bigdl deep-neural-network distributed-deep-learning keras-tensorflow python pytorch scala

Last synced: 30 Oct 2024

https://github.com/ashishpatel26/andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

andrew-ng andrew-ng-course andrew-ng-machine-learning andrewng coursera coursera-machine-learning data-science deep-learning deep-neural-networks dl machine-learning ml neural-network neural-networks numpy pandas python pytorch reinforcement-learning

Last synced: 20 Dec 2024

https://github.com/teddylee777/machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

deep-learning gan jupyter-notebook lectures machine-learning machine-learning-study natural-language-processing neural-network neural-networks pandas pandas-tutorial python python3 pytorch pytorch-tutorial tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 udacity

Last synced: 26 Dec 2024

https://github.com/tyleryep/torchinfo

View model summaries in PyTorch!

keras python pytorch torch torch-summary torchinfo torchsummary torchvision visualization

Last synced: 24 Dec 2024

https://github.com/Microsoft/pai

Resource scheduling and cluster management for AI

ai artificial-intelligence chainer cloud cluster-management cluster-manager gpu gpu-cluster gpu-computing gpu-scheduler jupyter kubernetes machine-learning model-training on-premise pytorch resource-management scheduling tensorflow

Last synced: 09 Nov 2024

https://github.com/aaron-xichen/pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch pytorch-tutorial pytorch-tutorials quantization

Last synced: 20 Dec 2024

https://github.com/microsoft/pai

Resource scheduling and cluster management for AI

ai artificial-intelligence chainer cloud cluster-management cluster-manager gpu gpu-cluster gpu-computing gpu-scheduler jupyter kubernetes machine-learning model-training on-premise pytorch resource-management scheduling tensorflow

Last synced: 27 Sep 2024

https://github.com/shouxieai/tensorrt_pro

C++ library based on tensorrt integration

deep-learning object-detection pytorch tensorrt yolov5 yolox

Last synced: 26 Dec 2024

https://github.com/dreamquark-ai/tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

deep-neural-networks machine-learning-library pytorch pytorch-tabnet research-paper tabnet tabular-data

Last synced: 24 Dec 2024

https://github.com/deepdoctection/deepdoctection

A Repo For Document AI

document-ai document-image-analysis document-layout-analysis document-parser document-understanding layoutlm nlp ocr publaynet pubtabnet python pytorch table-detection table-recognition tensorflow

Last synced: 24 Dec 2024

https://github.com/alro10/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction

Last synced: 20 Dec 2024

https://github.com/huggingface/optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers

Last synced: 23 Dec 2024

https://github.com/zjhellofss/kuiperinfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 26 Dec 2024

https://github.com/znxlwm/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

acgan began cgan collection conditional-gan dragan ebgan fashion-mnist gan generative-adversarial-network infogan lsgan mnist package pytorch wgan wgan-gp

Last synced: 21 Dec 2024

https://github.com/ashishpatel26/Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

andrew-ng andrew-ng-course andrew-ng-machine-learning andrewng coursera coursera-machine-learning data-science deep-learning deep-neural-networks dl machine-learning ml neural-network neural-networks numpy pandas python pytorch reinforcement-learning

Last synced: 15 Nov 2024

https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 20 Dec 2024

https://github.com/phoebussi/alpaca-cot

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

alpaca chatglm chatgpt cot instruction-tuning llama llm lora moss p-tuning parameter-efficient pytorch tabul tabular-data tabular-model

Last synced: 27 Dec 2024

https://github.com/PhoebusSi/Alpaca-CoT

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

alpaca chatglm chatgpt cot instruction-tuning llama llm lora moss p-tuning parameter-efficient pytorch tabul tabular-data tabular-model

Last synced: 25 Oct 2024

https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 06 Nov 2024

https://github.com/shouxieai/tensorRT_Pro

C++ library based on tensorrt integration

deep-learning object-detection pytorch tensorrt yolov5 yolox

Last synced: 27 Oct 2024

https://github.com/yerfor/geneface

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

nerf pytorch talking-face-generation

Last synced: 25 Dec 2024

https://github.com/Alro10/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction

Last synced: 30 Oct 2024

https://github.com/rikorose/deepfilternet

Noise supression using deep filtering

audio deep-learning noise-suppression pytorch rust speech speech-enhancement

Last synced: 24 Dec 2024

https://github.com/pytorch/tensorrt

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 23 Dec 2024

https://github.com/NVIDIA/Torch-TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 14 Dec 2024

https://github.com/TylerYep/torchinfo

View model summaries in PyTorch!

keras python pytorch torch torch-summary torchinfo torchsummary torchvision visualization

Last synced: 28 Oct 2024

https://github.com/pytorch/audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audio audio-processing io machine-learning python pytorch speech

Last synced: 23 Dec 2024

https://github.com/charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 26 Dec 2024

https://github.com/Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 08 Nov 2024

https://github.com/adapter-hub/adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers

Last synced: 24 Dec 2024

https://github.com/adapter-hub/adapter-transformers

A Unified Library for Parameter-Efficient and Modular Transfer Learning

adapters bert lora natural-language-processing nlp parameter-efficient-learning parameter-efficient-tuning pytorch transformers

Last synced: 20 Nov 2024

https://github.com/lucidrains/vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

artificial-intelligence deep-learning pytorch scalar-quantization vector-quantization

Last synced: 25 Dec 2024

https://github.com/phlippe/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

deep-learning flax jax optax pytorch pytorch-lightning tutorial tutorials uvadlc

Last synced: 29 Nov 2024

https://github.com/Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

baselines baselines-zoo deep-learning deep-neural-networks deepar esrnn forecasting hierarchical-forecasting hint machine-learning nbeats nbeatsx neural-network nhits probabilistic-forecasting pytorch robust-regression tft time-series transformer

Last synced: 05 Nov 2024

https://github.com/iscyy/yoloair

🔥🔥🔥 专注于YOLOv5，YOLOv7、YOLOv8、YOLOv9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: 20 Dec 2024

https://github.com/yerfor/GeneFace

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

nerf pytorch talking-face-generation

Last synced: 08 Nov 2024

https://github.com/kupynorest/deblurgan

Image Deblurring using Generative Adversarial Networks

blurry-images computer-vision convolutional-networks convolutional-neural-networks deblurring deep-learning gan image-manipulation image-processing image-to-image-translation neural-network paper pix2pix pytorch

Last synced: 20 Dec 2024

https://github.com/graphdeeplearning/benchmarking-gnns

Repository for benchmarking graph neural networks

benchmark-framework deep-learning dgl graph-deep-learning graph-neural-networks graph-representation-learning pytorch

Last synced: 13 Dec 2024

https://github.com/werner-duvaud/muzero-general

MuZero

alphago alphazero deep-learning deep-reinforcement-learning gym machine-learning mcts model-based-rl monte-carlo-tree-search muzero muzero-general neural-network python3 pytorch reinforcement-learning residual-network rl self-learning tensorboard

Last synced: 25 Dec 2024

https://github.com/knazeri/edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

canny-edge-detection deep-learning edgeconnect gans generative-adversarial-network image-inpainting pytorch

Last synced: 20 Dec 2024

https://github.com/fendouai/pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-cnn pytorch-gan pytorch-nlp pytorch-tutorial

Last synced: 20 Dec 2024

https://github.com/torch-points3d/torch-points3d

Pytorch framework for doing deep learning on point clouds.

deep-learning kpconv minkowskiengine point-cloud pointnet pytorch s3dis scannet segmentation

Last synced: 26 Dec 2024

https://github.com/jolibrain/deepdetect

Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

caffe deep-learning gpu image-classification image-search image-segmentation machine-learning ncnn neural-nets object-detection pytorch rest-api tensorrt tensorrt-conversion tensorrt-inference time-series tsne xgboost

Last synced: 26 Dec 2024

https://github.com/KupynOrest/DeblurGAN

Image Deblurring using Generative Adversarial Networks

blurry-images computer-vision convolutional-networks convolutional-neural-networks deblurring deep-learning gan image-manipulation image-processing image-to-image-translation neural-network paper pix2pix pytorch

Last synced: 31 Oct 2024

https://github.com/pytorch/xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

compiler deep-learning pytorch xla

Last synced: 23 Dec 2024

https://github.com/state-spaces/s4

Structured state space sequence models

pytorch sequence-models state-space-models

Last synced: 26 Dec 2024

https://github.com/Rikorose/DeepFilterNet

Noise supression using deep filtering

audio deep-learning noise-suppression pytorch rust speech speech-enhancement

Last synced: 06 Nov 2024

https://github.com/fendouai/PyTorchDocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-cnn pytorch-gan pytorch-nlp pytorch-tutorial

Last synced: 14 Nov 2024

https://github.com/gordicaleksa/pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 21 Dec 2024

https://nvidia.github.io/MinkowskiEngine/

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 14 Nov 2024

https://github.com/nvidia/minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 26 Dec 2024

https://github.com/dusty-nv/jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

containers docker dockerfiles jetson machine-learning numpy nvidia pandas pytorch ros-containers ros2-foxy scikit-learn tensorflow

Last synced: 25 Dec 2024

https://github.com/zjhellofss/KuiperInfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 27 Oct 2024

https://github.com/gordicaleksa/pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 12 Nov 2024

https://github.com/pennylaneai/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

Last synced: 23 Dec 2024

https://github.com/automl/auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

automl deep-learning pytorch tabular-data

Last synced: 26 Dec 2024

https://github.com/lakesoul-io/LakeSoul

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

arrow big-data datafusion datalake flink huggingface lakehouse lakesoul postgresql python pytorch rust spark sql streaming vectorized velox

Last synced: 30 Oct 2024

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

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

arrow big-data datafusion datalake flink huggingface lakehouse lakesoul postgresql python pytorch rust spark sql streaming vectorized velox

Last synced: 25 Dec 2024

https://github.com/curiousily/getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 26 Dec 2024

https://github.com/x-plug/mplug-owl

mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

alpaca chatbot chatgpt damo dialogue gpt gpt4 gpt4-api huggingface instruction-tuning large-language-models llama mplug mplug-owl multimodal pretraining pytorch transformer video visual-recognition

Last synced: 25 Dec 2024

https://github.com/mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit

Last synced: 21 Dec 2024

https://github.com/automl/Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

automl deep-learning pytorch tabular-data

Last synced: 02 Nov 2024

https://github.com/microsoft/dialogpt

Large-scale pretraining for dialogue

data-processing dialogpt dialogue gpt-2 machine-learning pytorch text-data text-generation transformer

Last synced: 20 Dec 2024

https://github.com/microsoft/DialoGPT

Large-scale pretraining for dialogue

data-processing dialogpt dialogue gpt-2 machine-learning pytorch text-data text-generation transformer

Last synced: 27 Nov 2024

https://github.com/pytorch/TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 06 Nov 2024

https://github.com/OAID/TengineKit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 09 Nov 2024

https://github.com/oaid/tenginekit

TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.

ai android artificial-intelligence computer-vision deep-neural-networks face-alignment face-api face-attributes face-detection face-landmarks face-tracking facial-landmarks java mobile pytorch tensorflow

Last synced: 21 Dec 2024

https://github.com/curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 06 Nov 2024

https://github.com/NVIDIA/MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter

Last synced: 28 Oct 2024

https://github.com/zllrunning/face-parsing.pytorch

Using modified BiSeNet for face parsing in PyTorch

bisenet celeba-hq-dataset face-parsing face-segmentation pytorch semantic-segmentation

Last synced: 21 Dec 2024

https://github.com/PennyLaneAI/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow