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Search results for pytorch data science

161 search results found

Keras ⭐ 60,854

Deep Learning for humans

Made With Ml ⭐ 35,496

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Pytorch Lightning ⭐ 26,592

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

D2l En ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Best Of Ml Python ⭐ 14,990

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Allennlp ⭐ 11,300

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

Ludwig ⭐ 10,740

Low-code framework for building custom LLMs, neural networks, and other AI models

Ai Learn ⭐ 8,256

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：Py 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

Wandb ⭐ 8,136

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Deeplake ⭐ 7,663

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

Python Small Examples ⭐ 7,607

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work

Autogluon ⭐ 7,027

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

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

Gluonts ⭐ 4,024

Probabilistic time series modeling in Python

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Zenml ⭐ 3,626

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Deepchecks ⭐ 3,206

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Interviews.ai ⭐ 3,146

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.

Determined ⭐ 2,715

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Deep Learning Book ⭐ 2,650

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

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Torchmetrics ⭐ 1,894

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Mlreef ⭐ 1,403

The collaboration workspace for Machine Learning

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Data Juicer ⭐ 994

A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大语言模型提供更高质量、更丰富、更易”消化“的数据！

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Test Tube ⭐ 719

Python library to easily log experiments and parallelize hyperparameter search for neural networks

Open Metric Learning ⭐ 699

Library for metric learning pipelines and models.

Runhouse ⭐ 667

Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.

Poutyne ⭐ 556

A simplified framework and utilities for PyTorch

Csinva.github.io ⭐ 515

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Traceml ⭐ 490

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Holoclean ⭐ 485

A Machine Learning System for Data Enrichment.

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

Hyperactive ⭐ 475

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Pinferencia ⭐ 473

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

All-in-one AI container for rapid prototyping

Sklearn Evaluation ⭐ 429

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Modelstore ⭐ 334

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Squirrel Core ⭐ 271

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰

The Python Workshop ⭐ 245

A New, Interactive Approach to Learning Python

Tntorch ⭐ 243

Tensor Network Learning with PyTorch

Pipelinex ⭐ 212

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

My Awesome Ai Bookmarks ⭐ 210

Curated list of my reads, implementations and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.

A cleaner way to build neural networks for PyTorch.

D2l Java ⭐ 153

The Java implementation of Dive into Deep Learning (D2L.ai)

Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory

Trainer ⭐ 142

🐸 - A general purpose model trainer, as flexible as it gets

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Open Solution Salt Identification ⭐ 120

Open solution to the TGS Salt Identification Challenge

Hierarchical Dnn Interpretations ⭐ 119

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Swanlab ⭐ 108

🧐SwanLab: track and visualize all the pieces of your machine learning pipeline. Join our WeChat ⬇️

Ciencia De Dados ⭐ 106

Disciplina de Ciências de Dados da UNINOVE

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle

Metadata store for Production ML

Pytorch Wrapper ⭐ 87

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

DagsHub client libraries

Data Science Notebooks ⭐ 86

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Deep River ⭐ 79

Fasttrackml ⭐ 77

Experiment tracking server focused on speed and scalability

Awesome Python Machine Learning Resources ⭐ 77

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

Liberate Fhe ⭐ 76

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

Deep Explanation Penalization ⭐ 74

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

Holoclean Legacy Deprecated ⭐ 74

A Machine Learning System for Data Enrichment.

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Biome Text ⭐ 65

Custom Natural Language Processing with big and small models 🌲🌱

Did It Spill ⭐ 62

Check if you have training samples in your test set

Book.fast.ai ⭐ 60

Information for readers of the fastai book

Open Solution Ship Detection ⭐ 58

Open solution to the Airbus Ship Detection Challenge

Studio Lab ⭐ 57

Studio Lab is hackable boilerplate for PyTorch Lightning driven deep learning research in Lightning AI Studios

Learn_machine_learning_in_5_months ⭐ 54

This is the Curriculum to learn Machine Leaning from scratch to expert.

Catalyst Examples ⭐ 53

Mri Analysis Pytorch ⭐ 52

MRI analysis using PyTorch and MedicalTorch

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Datascience365 ⭐ 47

This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥

Deep_docker ⭐ 43

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