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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/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: 23 Jan 2025

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: 04 Dec 2024

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: 24 Jan 2025

https://github.com/ARM-software/ComputeLibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

aarch64 android arm armv7 armv8 computer-vision cpp linux machine-learning neon neural-network opencl simd sve

Last synced: 26 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: 04 Dec 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: 21 Jan 2025

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: 24 Jan 2025

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: 23 Jan 2025

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: 21 Jan 2025

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/microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 24 Oct 2024

https://github.com/Microsoft/DMTK

Microsoft Distributed Machine Learning Toolkit

dmtk lightgbm machine-learning microsoft multiverso

Last synced: 16 Nov 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: 23 Jan 2025

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

Toolkit for creating, sharing and using natural language prompts.

machine-learning natural-language-processing nlp

Last synced: 23 Jan 2025

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/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: 02 Dec 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/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/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: 21 Jan 2025

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: 21 Jan 2025

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: 18 Jan 2025

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: 21 Jan 2025

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/leptonai/leptonai

A Pythonic framework to simplify AI service building

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

Last synced: 22 Jan 2025

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: 23 Jan 2025

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: 25 Jan 2025

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: 24 Jan 2025

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: 05 Dec 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: 22 Jan 2025

https://github.com/mljs/ml

Machine learning tools in JavaScript

javascript machine-learning ml

Last synced: 20 Jan 2025

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: 21 Jan 2025

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/kichangkim/deepdanbooru

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

danbooru machine-learning tensorflow

Last synced: 21 Jan 2025

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/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: 23 Jan 2025

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: 24 Jan 2025

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/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: 04 Dec 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: 21 Jan 2025

https://github.com/NVIDIA/Torch-TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 14 Dec 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: 21 Jan 2025

https://github.com/mrforexample/comfyui-3d-pack

An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge algorithms (3DGS, NeRF, etc.)

comfy comfyui machine-learning

Last synced: 23 Jan 2025

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: 23 Jan 2025

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/alibaba/pipcook

Machine learning platform for Web developers

js machine-learning pipeline tensorflow

Last synced: 21 Jan 2025

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: 24 Jan 2025

https://github.com/freedmand/semantra

Multi-tool for semantic search

cli machine-learning semantic-search

Last synced: 21 Jan 2025

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: 21 Jan 2025

https://github.com/eventual-inc/daft

Distributed data engine for Python/SQL designed for the cloud, powered by Rust

big-data data-engineering data-science dataframe distributed-computing machine-learning python rust

Last synced: 21 Jan 2025

https://github.com/dblalock/bolt

10x faster matrix and vector operations

compression data-mining database machine-learning

Last synced: 24 Jan 2025

https://github.com/helblazer811/manimml

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

3blue1brown machine-learning manim neural-network visualization

Last synced: 23 Jan 2025

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: 25 Jan 2025

https://github.com/wzhe06/sparrowrecsys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 22 Jan 2025

https://nixtla.github.io/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 14 Jan 2025

https://github.com/yunabe/lgo

Interactive Go programming with Jupyter

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

Last synced: 25 Jan 2025

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/nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 21 Jan 2025

https://github.com/helblazer811/ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

3blue1brown machine-learning manim neural-network visualization

Last synced: 29 Dec 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: 21 Jan 2025

https://github.com/pennylaneai/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

Last synced: 21 Jan 2025

https://github.com/cvcuda/cv-cuda

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

bytedance cloud computer-vision cpp cuda cv-cuda gpu image-processing machine-learning nvidia python

Last synced: 23 Jan 2025

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/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: 24 Jan 2025

Machine learning Awesome Lists
awesome-scalability 917 awesome-deep-learning-papers 238 awesome-datascience 829 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 awesome-kubernetes 48 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 168 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 807 awesome-multimodal-ml 480 awesome-learning-resources 498 Awesome-Embedded 290 awesome-quant 136 Awesome-Prompt-Engineering 147 awesome-mlops 297 Awesome-Geospatial 1,261 awesome-machine-learning-interpretability 1,344 awesome-conformal-prediction 943 awesome-robotic-tooling 939 awesome-ai-residency 88 awesome-TS-anomaly-detection 55 awesome-deep-learning-music 248 awesome-quantum-machine-learning 267 awesome-anomaly-detection 138 awesome-ml-courses 40 Computer-Science-Resources 51 Awesome-Quant-Machine-Learning-Trading 123 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-python-data-science 379 awesome-robotics-libraries 205 awesome_time_series_in_python 69 awesome-chatgpt 167 awesome-argo 393 machine-learning-with-ruby 216 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 awesome-ml4co 423 Awesome-pytorch-list-CNVersion 692
Machine learning Categories
Papers 6,606 Uncategorized 5,366 Books 3,055 Scalability 2,814 Vision 2,028 **Literature and Codes** 1,784 A01_文本生成_文本对话 1,682 fl in top-tier journal 1,529 Repos 1,150 Table of Contents 1,149 Articles & Blogs 1,092 Blog Posts 1,086 Year 2022 993 Articles 917 fl in top ml conference and journal 847 Videos 834 Computational Information Geometry 824 Intelligence 727 Publications-and-Preprints 707 Research Papers 688