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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/rasbt/deep-learning-book

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

artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 15 Oct 2024

https://github.com/huggingface/knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train

Last synced: 14 Oct 2024

https://github.com/mintlify/writer

✍️ AI powered documentation writer

intellij-plugin machine-learning productivity vscode-extension

Last synced: 12 Oct 2024

https://github.com/saharmor/dalle-playground

A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

artificial artificial-intelligence dall-e dalle dalle-mini gan machine-learning openai stable-diffusion text-to-image transformers

Last synced: 14 Oct 2024

https://github.com/TeamHG-Memex/eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

crfsuite data-science explanation inspection lightgbm machine-learning nlp python scikit-learn xgboost

Last synced: 09 Nov 2024

https://github.com/teamhg-memex/eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

crfsuite data-science explanation inspection lightgbm machine-learning nlp python scikit-learn xgboost

Last synced: 10 Oct 2024

https://github.com/Microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 03 Aug 2024

https://github.com/microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 24 Oct 2024

https://github.com/weslynn/AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 29 Oct 2024

https://github.com/weslynn/alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 15 Oct 2024

https://github.com/bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

Last synced: 13 Oct 2024

https://github.com/rbhatia46/data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

artificial-intelligence data-science data-science-interview interview-questions interview-resources learning-resources machine-learning machine-learning-interview

Last synced: 15 Oct 2024

https://github.com/rbhatia46/Data-Science-Interview-Resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

artificial-intelligence data-science data-science-interview interview-questions interview-resources learning-resources machine-learning machine-learning-interview

Last synced: 07 Nov 2024

https://github.com/maif/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

ethical-artificial-intelligence explainability explainable-ml interpretability lime machine-learning python shap transparency

Last synced: 29 Oct 2024

https://github.com/NiuTrans/MTBook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 11 Nov 2024

https://github.com/niutrans/mtbook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 14 Oct 2024

https://github.com/mars-project/mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 13 Oct 2024

https://github.com/MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

ethical-artificial-intelligence explainability explainable-ml interpretability lime machine-learning python shap transparency

Last synced: 30 Oct 2024

https://github.com/AakashKumarNain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 30 Oct 2024

https://github.com/aakashkumarnain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 31 Oct 2024

https://github.com/avinashkranjan/Amazing-Python-Scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

artificial-intelligence hacktoberfest machine-learning projects python python-projects python-scripts speech webcam

Last synced: 27 Oct 2024

https://github.com/cloud-annotations/cloud-annotations

🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.

cloud-annotations detection hacktoberfest ibm-cloud label-images machine-learning tensorflow training

Last synced: 14 Oct 2024

https://github.com/avinashkranjan/amazing-python-scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

artificial-intelligence hacktoberfest machine-learning projects python python-projects python-scripts speech webcam

Last synced: 22 Oct 2024

https://github.com/bigscience-workshop/promptsource

Toolkit for creating, sharing and using natural language prompts.

machine-learning natural-language-processing nlp

Last synced: 15 Oct 2024

https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

book courses machine-learning reinforcement-learning tutorials

Last synced: 08 Aug 2024

https://github.com/hegelai/prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

Last synced: 14 Oct 2024

https://github.com/cbamls/ai_tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

artificial-intelligence artificial-intelligence-algorithms deep-learning-tutorial deep-neural-networks elasticsearch graph-neural-networks machine-learning machine-learning-tutorials nlp-machine-learning recommender-systems search-system

Last synced: 11 Oct 2024

https://github.com/leptonai/leptonai

A Pythonic framework to simplify AI service building

artificial-intelligence cloud deep-learning gpu machine-learning python

Last synced: 15 Oct 2024

https://github.com/Machine-Learning-Tokyo/Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 30 Oct 2024

https://github.com/machine-learning-tokyo/interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 15 Oct 2024

https://github.com/KichangKim/DeepDanbooru

AI based multi-label girl image classification system, implemented by using TensorFlow.

danbooru machine-learning tensorflow

Last synced: 03 Nov 2024

https://github.com/teddylee777/machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

deep-learning gan jupyter-notebook lectures machine-learning machine-learning-study natural-language-processing neural-network neural-networks pandas pandas-tutorial python python3 pytorch pytorch-tutorial tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 udacity

Last synced: 10 Oct 2024

https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 06 Nov 2024

https://github.com/yuchenlin/rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

bibliography bibtex latex machine-learning natural-language-processing publication research-paper

Last synced: 11 Oct 2024

https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 14 Oct 2024

https://github.com/stemrollerapp/stemroller

Isolate vocals, drums, bass, and other instrumental stems from any song

audio-processing bass deep-learning demucs drums electron javascript machine-learning python source-separation vocals

Last synced: 15 Oct 2024

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: 01 Nov 2024

https://github.com/whylabs/whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

ai-pipelines analytics approximate-statistics calculate-statistics constraints data-constraints data-pipeline data-quality data-science dataops dataset logging machine-learning ml-pipelines mlops model-performance python statistical-properties

Last synced: 15 Oct 2024

https://github.com/Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 08 Nov 2024

https://github.com/datawhalechina/Daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

cv interview-questions machine-learning nlp

Last synced: 12 Nov 2024

https://alibaba.github.io/pipcook/

Machine learning platform for Web developers

js machine-learning pipeline tensorflow

Last synced: 13 Nov 2024

https://github.com/mljs/ml

Machine learning tools in JavaScript

javascript machine-learning ml

Last synced: 13 Oct 2024

https://github.com/datawhalechina/daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

cv interview-questions machine-learning nlp

Last synced: 15 Oct 2024

https://github.com/pytorch/audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audio audio-processing io machine-learning python pytorch speech

Last synced: 28 Oct 2024

https://github.com/jolibrain/deepdetect

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

caffe deep-learning gpu image-classification image-search image-segmentation machine-learning ncnn neural-nets object-detection pytorch rest-api tensorrt tensorrt-conversion tensorrt-inference time-series tsne xgboost

Last synced: 09 Oct 2024

https://github.com/alibaba/pipcook

Machine learning platform for Web developers

js machine-learning pipeline tensorflow

Last synced: 13 Oct 2024

https://github.com/apachecn/fe4ml-zh

:book: [译] 面向机器学习的特征工程

book feature-engineering machine-learning python

Last synced: 14 Oct 2024

https://github.com/kichangkim/deepdanbooru

AI based multi-label girl image classification system, implemented by using TensorFlow.

danbooru machine-learning tensorflow

Last synced: 09 Oct 2024

https://github.com/dblalock/bolt

10x faster matrix and vector operations

compression data-mining database machine-learning

Last synced: 15 Oct 2024

https://github.com/Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 30 Oct 2024

https://github.com/yunabe/lgo

Interactive Go programming with Jupyter

data-science go golang jupyter-notebook jupyter-notebook-kernel machine-learning repl

Last synced: 09 Oct 2024

https://github.com/datawhalechina/thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

deep-learning machine-learning python pytorch

Last synced: 09 Oct 2024

https://github.com/root-project/root

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

c-plus-plus cling data-analysis geometry graphics hacktoberfest interpreter machine-learning mathematics parallel physics python root root-cern statistics visualization

Last synced: 29 Oct 2024

https://github.com/trusted-ai/aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 29 Oct 2024

https://github.com/reiinakano/scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

data-science machine-learning plot plotting scikit-learn visualization

Last synced: 29 Oct 2024

https://github.com/guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 12 Oct 2024

https://github.com/anfederico/Clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

backtesting-trading-strategies machine-learning portfolio-simulation stock-market support-vector-machines

Last synced: 01 Nov 2024

https://github.com/wzhe06/SparrowRecSys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 11 Nov 2024

https://github.com/SeldonIO/alibi

Algorithms for explaining machine learning models

counterfactual explanations interpretability machine-learning xai

Last synced: 30 Oct 2024

https://github.com/wzhe06/sparrowrecsys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 14 Oct 2024

https://github.com/anfederico/clairvoyant

Software designed to identify and monitor social/historical cues for short term stock movement

backtesting-trading-strategies machine-learning portfolio-simulation stock-market support-vector-machines

Last synced: 14 Oct 2024

https://github.com/unsplash/datasets

🎁 5,400,000+ Unsplash images made available for research and machine learning

data dataset images keywords machine-learning photos research search-engine semantics unsplash

Last synced: 09 Oct 2024

https://github.com/IBM/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 28 Aug 2024

https://github.com/charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 12 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: 15 Oct 2024

https://github.com/visualize-ml/book7_visualizations-for-machine-learning

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

baysian data-science linear-algebra machine-learning machine-learning-algorithms matrix

Last synced: 15 Oct 2024

https://github.com/brikerman/kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

bert bert-model gpt-2 machine-learning named-entity-recognition ner nlp nlp-framework seq2seq sequence-labeling text-classification text-labeling transfer-learning

Last synced: 14 Oct 2024

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 847 awesome-deep-learning 597 awesome-production-machine-learning 580 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 166 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 288 awesome-quant 136 awesome-mlops 299 Awesome-Geospatial 1,257 Awesome-Prompt-Engineering 147 awesome-machine-learning-interpretability 1,220 awesome-conformal-prediction 916 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 55 awesome-deep-learning-music 248 awesome-quantum-machine-learning 267 awesome-anomaly-detection 138 awesome-ml-courses 39 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-decision-tree-papers 423 awesome-python-data-science 379 awesome-robotics-libraries 205 awesome-tensor-compilers 165 awesome-chatgpt 167 awesome_time_series_in_python 69 machine-learning-with-ruby 215 awesome-streamlit 101 awesome-argo 390 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-embedding-models 75 awesome-ml4co 423
Machine learning Categories
Papers 5,479 Uncategorized 4,709 Books 2,942 Scalability 2,816 Vision 2,038 **Literature and Codes** 1,784 A01_文本生成_文本对话 1,417 fl in top-tier journal 1,294 Table of Contents 1,097 Repos 1,087 Blog Posts 923 Videos 905 Articles & Blogs 894 Articles 882 Year 2022 861 fl in top ml conference and journal 847 Computational Information Geometry 824 Intelligence 728 Robust Machine Learning in Medical Domain 724 Research Papers 626