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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/Spandan-Madan/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deep-learning machine-learning neural-networks tutorial

Last synced: 30 Oct 2024

https://github.com/lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

learning-to-rank machine-learning matrix-factorization python recommender recommender-system

Last synced: 28 Oct 2024

https://github.com/megengine/megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 29 Oct 2024

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 27 Oct 2024

https://github.com/postgresml/postgresml

The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.

machine-learning ml mlops postgresql rust

Last synced: 13 Oct 2024

https://github.com/amusi/AI-Job-Notes

AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 02 Aug 2024

https://github.com/Trusted-AI/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarial-attacks adversarial-examples adversarial-machine-learning ai artificial-intelligence attack blue-team evasion extraction inference machine-learning poisoning privacy python red-team trusted-ai trustworthy-ai

Last synced: 28 Oct 2024

https://github.com/trusted-ai/adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

adversarial-attacks adversarial-examples adversarial-machine-learning ai artificial-intelligence attack blue-team evasion extraction inference machine-learning poisoning privacy python red-team trusted-ai trustworthy-ai

Last synced: 28 Oct 2024

https://github.com/evidentlyai/evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

data-drift data-science hacktoberfest html-report jupyter-notebook machine-learning machine-learning-operations mlops model-monitoring pandas-dataframe production-machine-learning

Last synced: 28 Oct 2024

https://github.com/tensorflow/lucid

A collection of infrastructure and tools for research in neural network interpretability.

colab interpretability jupyter-notebook machine-learning tensorflow visualization

Last synced: 26 Sep 2024

https://github.com/oaid/tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 15 Oct 2024

https://github.com/OAID/Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

acl arm artificial-intelligence cnn container cuda machine-learning mips npu nvdla onnx pytorch riscv supperedge tensorflow tensorrt x86-64

Last synced: 27 Oct 2024

https://github.com/alexlenail/NN-SVG

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 27 Oct 2024

https://github.com/alexlenail/nn-svg

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 11 Oct 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Nov 2024

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 10 Oct 2024

https://github.com/rasbt/python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

deep-learning machine-learning scikit-learn tensorflow

Last synced: 13 Oct 2024

https://github.com/astorfi/tensorflow-world

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 21 Oct 2024

https://github.com/astorfi/TensorFlow-World

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

computer-vision deep-learning machine-learning neural-network python tensorflow

Last synced: 28 Oct 2024

https://github.com/goq/telegram-list

List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

bot coding community data-science data-science-club deep-learning devops devops-teams frontend hacker-news linux machine-learning microsoft news programming programming-languages smm telegram telegram-group theory

Last synced: 31 Oct 2024

https://github.com/BoltzmannEntropy/interviews.ai

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.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 30 Oct 2024

https://github.com/boltzmannentropy/interviews.ai

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.

artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial

Last synced: 15 Oct 2024

https://github.com/okfn-brasil/serenata-de-amor

🕵 Artificial Intelligence for social control of public administration | **This repository does not receive frequent updates. Check out the README**

artificial-intelligence civic-tech data-science machine-learning open-data politics

Last synced: 15 Oct 2024

https://github.com/pytorch/ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch

Last synced: 28 Oct 2024

https://github.com/accord-net/framework

Machine learning, computer vision, statistics and general scientific computing for .NET

c-sharp computer-vision ffmpeg framework image-processing machine-learning neural-network nuget statistics support-vector-machines unity3d visual-studio

Last synced: 29 Sep 2024

https://github.com/CarperAI/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 25 Oct 2024

https://github.com/dotnet/machinelearning-samples

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

algorithms csharp dotnet machine-learning ml

Last synced: 07 Oct 2024

https://github.com/carperai/trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

machine-learning pytorch reinforcement-learning

Last synced: 09 Oct 2024

https://github.com/binroot/tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow

Last synced: 14 Oct 2024

https://github.com/BinRoot/TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow

Last synced: 27 Oct 2024

https://github.com/nateraw/stable-diffusion-videos

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

ai-art huggingface huggingface-diffusers machine-learning stable-diffusion

Last synced: 29 Oct 2024

https://github.com/fluxml/flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 15 Oct 2024

https://github.com/FluxML/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

data-science deep-learning flux machine-learning neural-networks the-human-brain

Last synced: 27 Oct 2024

https://github.com/janhuenermann/neurojs

A JavaScript deep learning and reinforcement learning library.

deep-learning javascript machine-learning neural-network reinforcement-learning self-driving-car

Last synced: 14 Oct 2024

https://github.com/SeldonIO/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

aiops deployment kubernetes machine-learning machine-learning-operations mlops production-machine-learning serving

Last synced: 30 Oct 2024

https://github.com/seldonio/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

aiops deployment kubernetes machine-learning machine-learning-operations mlops production-machine-learning serving

Last synced: 30 Oct 2024

https://github.com/apple/coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow

Last synced: 28 Oct 2024

https://github.com/alirezadir/Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 08 Nov 2024

https://github.com/alirezadir/production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx

Last synced: 15 Oct 2024

https://github.com/esimov/pigo

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

computer-vision eye-detection face-detection facial-landmarks golang machine-learning opencv pixel-intensity-comparison pupil-detection wasm webassembly

Last synced: 15 Oct 2024

https://github.com/laurentmazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 28 Oct 2024

https://github.com/trigaten/learn_prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 15 Oct 2024

https://github.com/trigaten/Learn_Prompting

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers

Last synced: 29 Oct 2024

https://github.com/LaurentMazare/tch-rs

Rust bindings for the C++ api of PyTorch.

deep-learning machine-learning neural-network pytorch rust

Last synced: 27 Oct 2024

https://github.com/IDSIA/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

infrastructure machine-learning mongodb python reproducibility reproducible-research reproducible-science

Last synced: 09 Nov 2024

https://github.com/ThoughtfulDev/EagleEye

Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.

face-recognition machine-learning python3 social-media stalking

Last synced: 30 Oct 2024

https://github.com/jwarmenhoven/islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

islr islr-python machine-learning predictive-modeling statistical-learning

Last synced: 14 Oct 2024

https://github.com/JWarmenhoven/ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

islr islr-python machine-learning predictive-modeling statistical-learning

Last synced: 26 Oct 2024

https://github.com/idsia/sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

infrastructure machine-learning mongodb python reproducibility reproducible-research reproducible-science

Last synced: 28 Oct 2024

https://github.com/datawhalechina/fun-rec

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

algorithm-engineering deep-learning interview-questions machine-learning recommendation-algorithms recommender-system tensorflow tianchi-competition

Last synced: 14 Oct 2024

https://github.com/thoughtfuldev/eagleeye

Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.

face-recognition machine-learning python3 social-media stalking

Last synced: 15 Oct 2024

https://github.com/andri27-ts/reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 Oct 2024

https://github.com/andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 27 Oct 2024

https://github.com/DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer

Last synced: 26 Oct 2024

https://github.com/districtdatalabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer

Last synced: 13 Oct 2024

https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving

Last synced: 28 Oct 2024

https://github.com/pathwaycom/llm-app

Dynamic RAG for enterprise. Ready to run with Docker,⚡in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

chatbot hugging-face llm llm-local llm-prompting llm-security llmops machine-learning open-ai pathway rag real-time retrieval-augmented-generation vector-database vector-index

Last synced: 15 Oct 2024

https://github.com/vicky002/algowiki

Repository which contains links and resources on different topics of Computer Science.

algorithm artificial-intelligence competitive-programming computer-science html knowledge linux machine-learning

Last synced: 15 Oct 2024

https://github.com/vicky002/AlgoWiki

Repository which contains links and resources on different topics of Computer Science.

algorithm artificial-intelligence competitive-programming computer-science html knowledge linux machine-learning

Last synced: 25 Oct 2024

https://github.com/volcano-sh/volcano

A Cloud Native Batch System (Project under CNCF)

batch-systems bigdata gene golang hpc kubernetes machine-learning

Last synced: 29 Oct 2024

https://github.com/FedML-AI/FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training

Last synced: 05 Nov 2024

https://github.com/dair-ai/mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 15 Oct 2024

https://github.com/dair-ai/Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

ai deep-learning machine-learning mathematics ml

Last synced: 30 Oct 2024

https://github.com/tensorflow/datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

data dataset datasets jax machine-learning numpy tensorflow

Last synced: 29 Oct 2024

https://github.com/rasbt/pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

machine-learning machine-learning-algorithms pattern-classification

Last synced: 15 Oct 2024

https://github.com/hill-a/stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

baselines data-science gym machine-learning openai python reinforcement-learning reinforcement-learning-algorithms toolbox

Last synced: 30 Oct 2024

https://github.com/nvidia/digits

Deep Learning GPU Training System

caffe deep-learning gpu machine-learning torch

Last synced: 09 Oct 2024

https://github.com/louisfb01/start-machine-learning

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

artificial-intelligence cheat-sheets course coursera coursera-machine-learning data-science deep-learning learn-to-code learning learning-python linear-algebra machine-learning neural-networks practice probability-statistics read-articles tutorial tutorials youtube youtube-playlist

Last synced: 11 Oct 2024

https://github.com/NVIDIA/DIGITS

Deep Learning GPU Training System

caffe deep-learning gpu machine-learning torch

Last synced: 25 Oct 2024

https://github.com/Azure/MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

azure azure-machine-learning azure-ml azureml data-science deep-learning machine-learning notebook

Last synced: 30 Oct 2024

https://github.com/thunlp/PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit

Last synced: 05 Nov 2024

https://github.com/thunlp/promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit

Last synced: 15 Oct 2024

https://github.com/fedml-ai/fedml

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.

ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training

Last synced: 15 Oct 2024

https://github.com/faridrashidi/kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

awesome competition data-mining data-science kaggle machine-learning solutions

Last synced: 25 Sep 2024