Ecosyste.ms: Awesome

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

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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/openmoss/moss

An open-source tool-augmented conversational language model from Fudan University

chatgpt deep-learning dialogue-systems large-language-models natural-language-processing text-generation

Last synced: 30 Dec 2024

https://github.com/OpenMOSS/MOSS

An open-source tool-augmented conversational language model from Fudan University

chatgpt deep-learning dialogue-systems large-language-models natural-language-processing text-generation

Last synced: 27 Oct 2024

https://github.com/apache/tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

compiler deep-learning gpu javascript machine-learning metal opencl performance rocm spirv tensor tvm vulkan

Last synced: 30 Dec 2024

https://github.com/allenai/allennlp

An open-source NLP research library, built on PyTorch.

data-science deep-learning natural-language-processing nlp python pytorch

Last synced: 29 Sep 2024

https://github.com/ritchieng/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 30 Dec 2024

https://github.com/dair-ai/ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

artificial-intelligence deep-learning design machine-learning natural-language-processing

Last synced: 30 Nov 2024

https://github.com/ritchieng/the-incredible-pytorch?ref=pythonrepo.com

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 13 Nov 2024

https://github.com/mrdbourke/pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

deep-learning machine-learning pytorch

Last synced: 30 Dec 2024

https://github.com/apple/turicreate

Turi Create simplifies the development of custom machine learning models.

deep-learning machine-learning python

Last synced: 29 Sep 2024

https://github.com/lucidrains/dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

artificial-intelligence deep-learning text-to-image

Last synced: 30 Dec 2024

https://github.com/lucidrains/DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

artificial-intelligence deep-learning text-to-image

Last synced: 25 Oct 2024

https://github.com/microsoft/lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta

Last synced: 30 Dec 2024

https://github.com/lengstrom/fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

deep-learning neural-networks neural-style style-transfer

Last synced: 01 Jan 2025

https://github.com/lightning-ai/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 30 Dec 2024

https://github.com/rushter/mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

deep-learning machine-learning machine-learning-algorithms neural-networks python

Last synced: 01 Jan 2025

https://github.com/rushter/MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

deep-learning machine-learning machine-learning-algorithms neural-networks python

Last synced: 30 Oct 2024

https://github.com/microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta

Last synced: 30 Oct 2024

https://github.com/lightning-ai/lit-gpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 13 Dec 2024

https://github.com/Lightning-AI/litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

ai artificial-intelligence deep-learning large-language-models llm llm-inference llms

Last synced: 30 Oct 2024

https://github.com/NVIDIA/TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

deep-learning gpu-acceleration inference nvidia tensorrt

Last synced: 27 Oct 2024

https://github.com/nvidia/tensorrt

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

deep-learning gpu-acceleration inference nvidia tensorrt

Last synced: 30 Dec 2024

https://github.com/chiphuyen/stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

chatbot course-materials deep-learning machine-learning natural-language-processing nlp python stanford tensorflow tutorial

Last synced: 26 Sep 2024

https://github.com/fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

algorithms data-science deep-learning linear-algebra machine-learning numpy python

Last synced: 31 Dec 2024

https://github.com/ultralytics/yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

deep-learning machine-learning object-detection ultralytics yolo yolov3 yolov5

Last synced: 31 Dec 2024

https://github.com/aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

aws data-science deep-learning examples inference jupyter-notebook machine-learning mlops reinforcement-learning sagemaker training

Last synced: 30 Dec 2024

https://github.com/alexjc/neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

deep-learning deep-neural-networks image-generation image-manipulation image-processing

Last synced: 25 Sep 2024

https://github.com/tangyudi/ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 31 Dec 2024

https://github.com/tangyudi/Ai-Learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 14 Nov 2024

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 30 Dec 2024

https://github.com/tflearn/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

data-science deep-learning machine-learning neural-network tensorflow tflearn

Last synced: 30 Dec 2024

https://github.com/khangich/machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

deep-learning interivew interview-preparation interview-questions leetcode machine-learning mvp system-design

Last synced: 02 Dec 2024

https://github.com/jack-cherish/pythonpark

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

deep-learning deeplearning python python-spider python3 pytorch webspider

Last synced: 31 Dec 2024

https://github.com/Jack-Cherish/PythonPark

Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

deep-learning deeplearning python python-spider python3 pytorch webspider

Last synced: 05 Nov 2024

https://github.com/openmined/pysyft

Perform data science on data that remains in someone else's server

cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft

Last synced: 30 Dec 2024

https://github.com/megvii-basedetection/yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox

Last synced: 30 Dec 2024

https://github.com/Megvii-BaseDetection/YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

deep-learning megengine ncnn object-detection onnx openvino pytorch tensorrt yolo yolov3 yolox

Last synced: 26 Oct 2024

https://github.com/mozilla/tts

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

dataset-analysis deep-learning gantts glow-tts melgan multiband-melgan python pytorch speaker-encoder speech tacotron tacotron2 tensorflow2 text-to-speech tts vocoder

Last synced: 31 Dec 2024

https://github.com/fminference/flexgen

Running large language models on a single GPU for throughput-oriented scenarios.

deep-learning gpt-3 high-throughput large-language-models machine-learning offloading opt

Last synced: 13 Dec 2024

https://github.com/OpenMined/PySyft

Perform data science on data that remains in someone else's server

cryptography deep-learning federated-learning hacktoberfest privacy python pytorch secure-computation syft

Last synced: 25 Oct 2024

https://github.com/fminference/flexllmgen

Running large language models on a single GPU for throughput-oriented scenarios.

deep-learning gpt-3 high-throughput large-language-models machine-learning offloading opt

Last synced: 03 Dec 2024

https://github.com/eriklindernoren/keras-gan

Keras implementations of Generative Adversarial Networks.

deep-learning gan generative-adversarial-networks keras neural-networks

Last synced: 31 Dec 2024

https://github.com/eriklindernoren/Keras-GAN

Keras implementations of Generative Adversarial Networks.

deep-learning gan generative-adversarial-networks keras neural-networks

Last synced: 28 Oct 2024

https://github.com/fminference/flexigen

Running large language models on a single GPU for throughput-oriented scenarios.

deep-learning gpt-3 high-throughput large-language-models machine-learning offloading opt

Last synced: 15 Oct 2024

https://github.com/milesial/pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 30 Dec 2024

https://github.com/milesial/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

convolutional-networks convolutional-neural-networks deep-learning kaggle pytorch pytorch-unet semantic-segmentation tensorboard unet wandb weights-and-biases

Last synced: 30 Oct 2024

https://github.com/huggingface/text-generation-inference

Large Language Model Text Generation Inference

bloom deep-learning falcon gpt inference nlp pytorch starcoder transformer

Last synced: 30 Dec 2024

https://github.com/jadore801120/attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention attention-is-all-you-need deep-learning natural-language-processing nlp pytorch

Last synced: 31 Dec 2024

https://github.com/mozilla/TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

dataset-analysis deep-learning gantts glow-tts melgan multiband-melgan python pytorch speaker-encoder speech tacotron tacotron2 tensorflow2 text-to-speech tts vocoder

Last synced: 25 Oct 2024

https://github.com/tracel-ai/burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

autodiff autotune concurrency cross-platform deep-learning high-performance kernel-fusion llm machine-learning ndarray neural-network onnx pytorch rust scientific-computing tensor wasm webgpu

Last synced: 30 Dec 2024

https://github.com/peterl1n/robustvideomatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 01 Jan 2025

https://github.com/ufund-me/qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

bitcoin blockchain deep-learning fintech funds machine-learning pytrade qlib quant-trade quant-trader quantitative-finance quantitative-trading quantization strategies trade-bot trademarks

Last synced: 31 Dec 2024

https://github.com/vahidk/effectivetensorflow

TensorFlow tutorials and best practices.

deep-learning ebook machine-learning neural-network tensorflow

Last synced: 02 Jan 2025

https://github.com/vahidk/EffectiveTensorflow

TensorFlow tutorials and best practices.

deep-learning ebook machine-learning neural-network tensorflow

Last synced: 28 Oct 2024

https://github.com/PeterL1n/RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 30 Oct 2024

https://github.com/tensorflow/tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 26 Sep 2024

https://github.com/PAIR-code/deeplearnjs

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 15 Dec 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 30 Dec 2024

https://github.com/facebookarchive/caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

ai artificial-intelligence caffe2 deep-learning deep-neural-networks machine-learning ml

Last synced: 26 Sep 2024

https://github.com/xuebinqin/u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 30 Dec 2024

https://github.com/alibaba/MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 25 Oct 2024

https://github.com/alibaba/mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 30 Dec 2024

https://github.com/activeloopai/deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 30 Dec 2024

https://github.com/triton-inference-server/server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

cloud datacenter deep-learning edge gpu inference machine-learning

Last synced: 30 Dec 2024

https://github.com/poloclub/cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

deep-learning interactive-visualizations machine-learning visual-learning visualization

Last synced: 31 Dec 2024

https://github.com/activeloopai/Hub

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 08 Dec 2024

https://optimalscale.github.io/LMFlow/

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 24 Sep 2024

https://github.com/optimalscale/lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 30 Dec 2024

https://github.com/lucidrains/imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

artificial-intelligence deep-learning imagination-machine text-to-image text-to-video

Last synced: 30 Dec 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 825 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 413 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 692 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410