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Deep learning

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

https://github.com/wzhe06/SparrowRecSys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 11 Nov 2024

https://rom1504.github.io/clip-retrieval/?back=https%3A%2F%2Fknn5.laion.ai&index=laion5B&useMclip=false

Easily compute clip embeddings and build a clip retrieval system with them

ai clip deep-learning knn multimodal semantic-search

Last synced: 14 Nov 2024

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

Automatic architecture search and hyperparameter optimization for PyTorch

automl deep-learning pytorch tabular-data

Last synced: 09 Jan 2025

https://github.com/young-geng/EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

chatbot deep-learning flax jax language-model large-language-models llama natural-language-processing transformer

Last synced: 25 Oct 2024

https://github.com/asyml/texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python tensorflow texar text-data text-generation xlnet

Last synced: 09 Jan 2025

https://github.com/opennmt/opennmt

Open Source Neural Machine Translation in Torch (deprecated)

deep-learning lua machine-translation neural-machine-translation opennmt torch

Last synced: 28 Sep 2024

https://github.com/OpenNMT/OpenNMT

Open Source Neural Machine Translation in Torch (deprecated)

deep-learning lua machine-translation neural-machine-translation opennmt torch

Last synced: 06 Nov 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: 09 Jan 2025

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 08 Nov 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: 04 Jan 2025

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/aws-samples/aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

deep-learning gluon machine-learning mxnet natural-language-processing python sklearn

Last synced: 08 Jan 2025

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/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/pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

deep-learning embedded gpu machine-learning mobile neural-network tensor

Last synced: 07 Jan 2025

https://github.com/salesforce/decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-learning multitask-learning natural-language-processing

Last synced: 10 Jan 2025

https://github.com/google-research/electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

deep-learning nlp tensorflow

Last synced: 10 Jan 2025

https://github.com/salesforce/decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-learning multitask-learning natural-language-processing

Last synced: 16 Nov 2024

https://github.com/onnx/tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

convert deep-learning export keras onnx tensorflow tensorflowjs tflite

Last synced: 06 Jan 2025

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: 30 Oct 2024

https://github.com/creatcodebuild/tensorflow-and-deeplearning-tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 04 Jan 2025

https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 08 Nov 2024

https://github.com/google/tangent

Source-to-Source Debuggable Derivatives in Pure Python

autodiff automatic-differentiation deep-learning machine-learning

Last synced: 26 Sep 2024

https://github.com/xuebinqin/dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

background-removal computer-vision deep-learning dichotomous-image-segmentation u-2-net

Last synced: 09 Jan 2025

https://github.com/coqui-ai/stt

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

asr automatic-speech-recognition deep-learning speech-recognition speech-recognition-api speech-recognizer speech-to-text stt tensorflow voice-recognition

Last synced: 08 Jan 2025

https://github.com/deeplearningturkiye/turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

caffe convolutional-neural-networks deep-learning derin-ogrenme dogal-dil-isleme keras machine-learning makine-ogrenmesi natural-language-processing pytorch tensorflow yapay-zeka

Last synced: 10 Jan 2025

https://github.com/sthalles/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning

Last synced: 10 Jan 2025

https://github.com/IntelLabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 31 Oct 2024

https://github.com/intellabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 27 Sep 2024

https://github.com/asteroid-team/asteroid

The PyTorch-based audio source separation toolkit for researchers

audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation

Last synced: 07 Jan 2025

https://github.com/gluon-api/gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

deep-learning deep-learning-framework deep-learning-tutorial gluon imperative-programming neural-network neural-networks

Last synced: 04 Jan 2025

https://github.com/Nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 05 Nov 2024

https://github.com/idea-research/dino

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 09 Jan 2025

https://github.com/dipanjans/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 09 Jan 2025

https://github.com/webdataset/webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

data-augmentation deep-learning pytorch webdataset webdataset-format

Last synced: 07 Jan 2025

https://github.com/dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 29 Oct 2024

https://github.com/coqui-ai/STT

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

asr automatic-speech-recognition deep-learning speech-recognition speech-recognition-api speech-recognizer speech-to-text stt tensorflow voice-recognition

Last synced: 26 Oct 2024

https://github.com/hzwer/iccv2019-learningtopaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 04 Jan 2025

https://github.com/IDEA-Research/DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 09 Nov 2024

https://github.com/xuebinqin/DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

background-removal computer-vision deep-learning dichotomous-image-segmentation u-2-net

Last synced: 07 Nov 2024

https://github.com/hzwer/ICCV2019-LearningToPaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 23 Nov 2024

https://github.com/enpeizhao/cvprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 10 Jan 2025

https://github.com/thunlp/ultrachat

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

chatbot chatgpt deep-learning large-language-models

Last synced: 10 Jan 2025

https://github.com/thunlp/UltraChat

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

chatbot chatgpt deep-learning large-language-models

Last synced: 25 Oct 2024

https://github.com/google-research-datasets/objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 04 Jan 2025

https://github.com/LinkSoul-AI/Chinese-Llama-2-7b

开源社区第一个能下载、能运行的中文 LLaMA2 模型！

deep-learning llama2 llama2-docker llm pytorch

Last synced: 25 Oct 2024

https://github.com/linksoul-ai/chinese-llama-2-7b

开源社区第一个能下载、能运行的中文 LLaMA2 模型！

deep-learning llama2 llama2-docker llm pytorch

Last synced: 10 Jan 2025

https://github.com/huggingface/course

The Hugging Face course on Transformers

deep-learning hacktoberfest nlp transformers

Last synced: 05 Nov 2024

https://github.com/jack-cherish/deep-learning

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning python python3 pytorch tensorflow

Last synced: 04 Jan 2025

https://github.com/nlp-love/introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

ai deep-learning mechine-learing nlp

Last synced: 04 Jan 2025

https://github.com/google-research-datasets/Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/zuruoke/watermark-removal

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image

deep-learning machine-learning python tensorflow watermark-image

Last synced: 09 Jan 2025

https://github.com/thu-ml/zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

bayesian-inference deep-learning generative-models graphical-models probabilistic-programming

Last synced: 04 Jan 2025

https://github.com/virginiakm1988/ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

deep-learning machine-learning

Last synced: 04 Jan 2025

https://github.com/microsoft/graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

ai4science deep-learning graph molecule-simulation transformer

Last synced: 10 Jan 2025

https://github.com/NLP-LOVE/Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

ai deep-learning mechine-learing nlp

Last synced: 06 Nov 2024

https://nixtla.github.io/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 22 Sep 2024

https://github.com/erhwenkuo/deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning keras keras-notebooks

Last synced: 04 Jan 2025

https://github.com/hypox64/deepmosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 09 Jan 2025

https://github.com/pannous/tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

deep-learning neural-network speech-recognition speech-to-text stt tensorflow

Last synced: 10 Jan 2025

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 27 Oct 2024

https://github.com/nvlabs/nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 03 Jan 2025

https://nvlabs.github.io/nvdiffrec/

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 01 Nov 2024

https://github.com/NVlabs/nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 15 Nov 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 826 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 awesome-project-ideas 57 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 Awesome-Prompt-Engineering 147 Awesome-ChatGPT 102 Awesome-Geospatial 1,261 awesome-ai-in-finance 138 Awesome-AIGC-Tutorials 140 awesome-knowledge-distillation 206 awesome-hand-pose-estimation 495 awesome-RLHF 211 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-image-classification 220 awesome-anomaly-detection 138 awesome-ml-courses 40 awesome-deep-text-detection-recognition 145 Awesome-Quant-Machine-Learning-Trading 123 awesome-human-pose-estimation 89 awesome-tensor-compilers 165 awesome-python-data-science 379 Awesome-Deblurring 402 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 awesome-autonomous-vehicles 296 Awesome-Text2SQL 269 Awesome-Rust-MachineLearning 48 Awesome-Model-Quantization 528 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-deep-learning-resources 141 awesome-fraud-detection-papers 186 awesome-self-supervised-gnn 440 Awesome-Diffusion-Models-in-Medical-Imaging 414 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410
Deep learning Categories
Papers 6,442 Uncategorized 5,938 Books 2,169 **Literature and Codes** 1,784 NLP 1,721 A01_文本生成_文本对话 1,627 fl in top-tier journal 1,487 Conference Papers 1,448 Table of Contents 1,215 Repos 1,135 Year 2022 961 fl in top ml conference and journal 847 Deep Learning 766 Image Classification / Backbone 732 Robust Machine Learning in Medical Domain 685 Publications-and-Preprints 660 Attack 651 Year 2023 566 前端开发框架及项目 565 Articles & Blogs 543