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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

https://github.com/quantumblacklabs/kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

experiment-tracking hacktoberfest kedro machine-learning machine-learning-engineering mlops pipeline python

Last synced: 02 Aug 2024

https://github.com/kedro-org/kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

experiment-tracking hacktoberfest kedro machine-learning machine-learning-engineering mlops pipeline python

Last synced: 30 Jul 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: 02 Aug 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: 31 Jul 2024

https://github.com/dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

algorithms dotnet machine-learning ml

Last synced: 31 Jul 2024

https://github.com/clips/pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

machine-learning natural-language-processing network-analysis python sentiment-analysis web-mining wordnet

Last synced: 31 Jul 2024

https://github.com/dair-ai/ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

ai data-science deeplearning machine-learning nlp

Last synced: 31 Jul 2024

https://github.com/Jack-Cherish/Machine-Learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

adaboost adaboost-algorithm decision-tree knn logistic machine-learning navie-bayes-algorithm python python3 regression smo svm

Last synced: 01 Aug 2024

https://github.com/k4yt3x/video2x

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

anime4k machine-learning ncnn neural-network python qt5 realsr rife srmd super-resolution upscaling video video-enlarger vulkan waifu2x

Last synced: 31 Jul 2024

https://github.com/apachecn/Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

interview kaggle leetcode machine-learning python

Last synced: 31 Jul 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: 31 Jul 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: 31 Jul 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: 19 Aug 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: 01 Aug 2024

https://github.com/JohnLangford/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning

Last synced: 22 Aug 2024

https://github.com/VowpalWabbit/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning

Last synced: 31 Jul 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 Jul 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: 31 Jul 2024

https://github.com/vaexio/vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

bigdata data-science dataframe hdf5 machine-learning machinelearning memory-mapped-file pyarrow python tabular-data visualization

Last synced: 30 Jul 2024

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

Gorse open source recommender system engine

collaborative-filtering go knn machine-learning recommender-system

Last synced: 30 Jul 2024

https://github.com/zhenghaoz/gorse

Gorse open source recommender system engine

collaborative-filtering go knn machine-learning recommender-system

Last synced: 31 Jul 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: 31 Jul 2024

https://github.com/Visualize-ML/Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

linear linear-algebra machine-learning mathematics matrix matrix-factorization

Last synced: 31 Jul 2024

https://github.com/DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox

Last synced: 31 Jul 2024

https://github.com/cortexlabs/cortex

Production infrastructure for machine learning at scale

infrastructure machine-learning

Last synced: 30 Jul 2024

https://github.com/jackzhenguo/python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://ai-jupyter.com

data-science machine-learning python python-gui python-web pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/lanpa/tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

machine-learning numpy pytorch tensorboard visualization

Last synced: 30 Jul 2024

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

Learning Convolutional Neural Networks with Interactive Visualization.

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

Last synced: 31 Jul 2024

https://github.com/catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

big-data catboost categorical-features coreml cuda data-mining data-science decision-trees gbdt gbm gpu gpu-computing gradient-boosting kaggle machine-learning python r tutorial

Last synced: 30 Jul 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 data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search

Last synced: 31 Jul 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 data-version-control datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops python pytorch tensorflow vector-database vector-search

Last synced: 10 Aug 2024

https://github.com/drivendata/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

ai cookiecutter cookiecutter-data-science cookiecutter-template data-science machine-learning

Last synced: 02 Aug 2024

https://github.com/drivendataorg/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

ai cookiecutter cookiecutter-data-science cookiecutter-template data-science machine-learning

Last synced: 01 Aug 2024

https://deeplearning-ai.github.io/machine-learning-yearning-cn/

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

book deep-learning machine-learning

Last synced: 31 Jul 2024

https://github.com/deeplearning-ai/machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

book deep-learning machine-learning

Last synced: 01 Aug 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 Jul 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: 31 Jul 2024

https://github.com/burn-rs/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: 02 Aug 2024

https://pair-code.github.io/facets/

Visualizations for machine learning datasets

data-visualization machine-learning

Last synced: 30 Jul 2024

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

Visualizations for machine learning datasets

data-visualization machine-learning

Last synced: 30 Jul 2024

https://github.com/mrdbourke/machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

data data-science deep-learning machine-learning

Last synced: 31 Jul 2024

https://github.com/wiseodd/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae

Last synced: 30 Jul 2024

https://github.com/rasbt/python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

data-science deep-learning machine-learning python scikit-learn tensorflow

Last synced: 30 Jul 2024

https://github.com/stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies

Last synced: 31 Jul 2024

https://github.com/guess-js/guess

🔮 Libraries & tools for enabling Machine Learning driven user-experiences on the web

hacktoberfest machine-learning performance prefetch prerender web-performance

Last synced: 30 Jul 2024

https://github.com/deepmind/lab

A customisable 3D platform for agent-based AI research

artificial-intelligence deep-learning machine-learning neural-networks

Last synced: 04 Aug 2024

https://github.com/firmai/industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

data-science datascience example firmai jupyter-notebook machine-learning practical-machine-learning python

Last synced: 31 Jul 2024

https://github.com/lmcinnes/umap

Uniform Manifold Approximation and Projection

dimensionality-reduction machine-learning topological-data-analysis umap visualization

Last synced: 30 Jul 2024

https://github.com/unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

anomaly-detection data-science deep-learning forecasting machine-learning python time-series

Last synced: 31 Jul 2024

https://github.com/py-why/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

bayesian-networks causal-inference causal-machine-learning causal-models causality data-science do-calculus graphical-models machine-learning python3 treatment-effects

Last synced: 31 Jul 2024

https://github.com/microsoft/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

bayesian-networks causal-inference causal-machine-learning causal-models causality data-science do-calculus graphical-models machine-learning python3 treatment-effects

Last synced: 28 Aug 2024

https://github.com/SerpentAI/SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

artificial-intelligence computer-vision deep-learning framework machine-learning python video-games

Last synced: 31 Jul 2024

https://github.com/scikit-learn-contrib/imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

data-analysis data-science machine-learning python statistics

Last synced: 30 Jul 2024

https://github.com/Angel-ML/angel

A Flexible and Powerful Parameter Server for large-scale machine learning

high-dimensional machine-learning model online-learning parameter-server scala spark spark-streaming

Last synced: 31 Jul 2024

https://github.com/h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark

Last synced: 30 Jul 2024

https://github.com/UFund-Me/Qbot

[🔥updating ...] AI 自动量化交易机器人 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 Jul 2024

https://github.com/PeterL1n/BackgroundMattingV2

Real-Time High-Resolution Background Matting

computer-vision machine-learning matting real-time

Last synced: 31 Jul 2024

https://github.com/bentoml/BentoML

The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 30 Jul 2024

https://github.com/LibrePhotos/librephotos

A self-hosted open source photo management service. This is the repository of the backend.

django exif hacktoberfest machine-learning photo python selfhosted

Last synced: 30 Jul 2024

https://github.com/ml5js/ml5-library

Friendly machine learning for the web! 🤖

deep-learning imagenet javascript lstm machine-learning neural-network p5js p5xjs

Last synced: 31 Jul 2024

https://github.com/dragen1860/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 31 Jul 2024

Machine learning Awesome Lists
awesome-scalability 917 awesome-deep-learning-papers 238 awesome-datascience 816 awesome-deep-learning 597 awesome-production-machine-learning 563 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 163 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-CoreML-Models 58 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 453 useful-java-links 805 awesome-multimodal-ml 480 awesome-learning-resources 495 Awesome-Embedded 286 Awesome-Geospatial 1,254 awesome-quant 136 Awesome-Prompt-Engineering 147 awesome-mlops 299 awesome-machine-learning-interpretability 1,087 awesome-conformal-prediction 862 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 54 awesome-deep-learning-music 248 awesome-anomaly-detection 138 awesome-ml-courses 39 awesome-quantum-machine-learning 267 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-python-data-science 378 awesome-decision-tree-papers 423 awesome-tensor-compilers 164 awesome-chatgpt 167 awesome-robotics-libraries 205 machine-learning-with-ruby 215 awesome_time_series_in_python 69 awesome-streamlit 101 awesome-argo 384 Awesome-Federated-Learning 558 Awesome-Interview 204 awesome-embedding-models 75 Awesome-pytorch-list-CNVersion 692 Awesome-Rust-MachineLearning 48 awesome-deep-learning-resources 141
Machine learning Categories
Papers 5,415 Uncategorized 3,972 Scalability 2,829 Books 2,798 Vision 2,028 **Literature and Codes** 1,790 Table of Contents 1,074 fl in top-tier journal 1,050 Repos 1,033 文本生成、文本对话 1,017 Articles 853 Computational Information Geometry 805 Videos 797 Blog Posts 765 fl in top ml conference and journal 754 Intelligence 728 Year 2022 726 Robust Machine Learning in Medical Domain 726 Articles & Blogs 702 [Problems](#content) 625