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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/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 15 Feb 2025

https://github.com/openxla/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

compiler cuda jax machine-learning mlir pytorch runtime spirv tensorflow vulkan

Last synced: 09 Dec 2024

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 04 Nov 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: 19 Feb 2025

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: 20 Feb 2025

https://github.com/eugeneyan/ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey

Last synced: 28 Jan 2025

https://github.com/bayeswitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

Last synced: 18 Feb 2025

https://github.com/BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

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: 31 Jan 2025

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: 20 Feb 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: 31 Jan 2025

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: 21 Feb 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/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: 20 Feb 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: 18 Feb 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: 18 Feb 2025

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

Toolkit for creating, sharing and using natural language prompts.

machine-learning natural-language-processing nlp

Last synced: 20 Feb 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: 20 Feb 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: 21 Feb 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: 20 Feb 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/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: 29 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: 18 Feb 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: 07 Nov 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: 01 Feb 2025

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/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: 20 Feb 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: 11 Feb 2025

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: 18 Feb 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: 18 Feb 2025

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: 31 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/leptonai/leptonai

A Pythonic framework to simplify AI service building

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

Last synced: 20 Feb 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: 30 Oct 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: 21 Feb 2025

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: 20 Feb 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: 15 Feb 2025

https://github.com/mljs/ml

Machine learning tools in JavaScript

javascript machine-learning ml

Last synced: 18 Feb 2025

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: 19 Feb 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: 18 Feb 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: 18 Feb 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/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 Feb 2025

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: 17 Feb 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/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: 18 Feb 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: 18 Feb 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/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: 21 Feb 2025

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://github.com/priorlabs/tabpfn

⚡ TabPFN: Foundation Model for Tabular Data ⚡

data-science foundation-models machine-learning tabpfn tabular-data

Last synced: 21 Feb 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: 18 Feb 2025

https://github.com/alibaba/pipcook

Machine learning platform for Web developers

js machine-learning pipeline tensorflow

Last synced: 18 Feb 2025

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

Machine learning platform for Web developers

js machine-learning pipeline tensorflow

Last synced: 13 Nov 2024

https://github.com/tensorzero/tensorzero

TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.

ai ai-engineering anthropic artificial-intelligence deep-learning genai generative-ai gpt large-language-models llama llm llmops llms machine-learning ml ml-engineering mlops openai python rust

Last synced: 21 Feb 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: 18 Feb 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: 21 Feb 2025

https://github.com/freedmand/semantra

Multi-tool for semantic search

cli machine-learning semantic-search

Last synced: 19 Feb 2025

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 829 awesome-deep-learning 597 awesome-production-machine-learning 590 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 500 Awesome-Embedded 290 Awesome-Prompt-Engineering 147 awesome-quant 136 awesome-mlops 297 Awesome-Geospatial 1,263 awesome-machine-learning-interpretability 1,319 awesome-robotic-tooling 939 awesome-conformal-prediction 958 awesome-ai-residency 89 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-robotics-libraries 205 awesome-python-data-science 373 awesome_time_series_in_python 69 awesome-chatgpt 167 awesome-argo 394 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 6,708 Uncategorized 5,623 Books 3,113 Scalability 2,814 Vision 2,028 **Literature and Codes** 1,783 A01_文本生成_文本对话 1,719 fl in top-tier journal 1,636 Repos 1,176 Blog Posts 1,158 Table of Contents 1,153 Articles & Blogs 1,125 Year 2022 1,036 Articles 921 fl in top ml conference and journal 847 Videos 840 Computational Information Geometry 824 Publications-and-Preprints 740 Intelligence 727 Research Papers 717