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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/tensorflow/serving

A flexible, high-performance serving system for machine learning models

cpp deep-learning deep-neural-networks machine-learning ml neural-network python serving tensorflow

Last synced: 29 Oct 2024

https://github.com/modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

cv deep-learning machine-learning multi-modal nlp python science speech

Last synced: 28 Oct 2024

https://github.com/thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow

Last synced: 13 Oct 2024

https://github.com/MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers

Last synced: 06 Nov 2024

https://github.com/cleverhans-lab/cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

benchmarking machine-learning security

Last synced: 15 Oct 2024

https://github.com/dformoso/machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

cheatsheet data jupyter learning machine machine-learning mindmap python science

Last synced: 11 Oct 2024

https://github.com/rhiever/data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-analysis data-science evolutionary-algorithm ipython-notebook machine-learning python

Last synced: 11 Oct 2024

https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-analysis data-science evolutionary-algorithm ipython-notebook machine-learning python

Last synced: 27 Oct 2024

https://github.com/Visualize-ML/Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

data-science linear-algebra machine-learning mathematics matrix

Last synced: 02 Aug 2024

https://github.com/PRML/PRMLT

Matlab code of machine learning algorithms in book PRML

algorithms machine-learning machine-learning-algorithms matlab prml

Last synced: 06 Nov 2024

https://github.com/SmirkCao/Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

book lihang machine-learning python statistical-learning-methods

Last synced: 30 Oct 2024

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 06 Nov 2024

https://github.com/kevinmusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 28 Oct 2024

https://github.com/smirkcao/lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

book lihang machine-learning python statistical-learning-methods

Last synced: 14 Oct 2024

https://github.com/prml/prmlt

Matlab code of machine learning algorithms in book PRML

algorithms machine-learning machine-learning-algorithms matlab prml

Last synced: 14 Oct 2024

https://github.com/chainer/chainer

A flexible framework of neural networks for deep learning

chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python

Last synced: 29 Oct 2024

https://github.com/aymericdamien/topdeeplearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 10 Oct 2024

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 25 Oct 2024

https://github.com/dair-ai/ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 08 Nov 2024

https://github.com/dair-ai/ml-course-notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 14 Oct 2024

https://github.com/tyiannak/pyAudioAnalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

audio audio-analysis-tasks audio-data machine-learning pyaudioanalysis python signal-processing

Last synced: 25 Oct 2024

https://github.com/tyiannak/pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

audio audio-analysis-tasks audio-data machine-learning pyaudioanalysis python signal-processing

Last synced: 15 Oct 2024

https://github.com/tiny-dnn/tiny-dnn

header only, dependency-free deep learning framework in C++14

c-plus-plus deep-learning machine-learning neural-network

Last synced: 13 Oct 2024

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

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu

Last synced: 28 Oct 2024

https://github.com/jeffheaton/t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

convolutional-neural-networks deeplearning gan keras machine-learning neural-network tensorflow

Last synced: 29 Oct 2024

https://github.com/Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 27 Oct 2024

https://github.com/oneflow-inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 09 Oct 2024

https://hazyresearch.github.io/snorkel

A system for quickly generating training data with weak supervision

ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision

Last synced: 16 Oct 2024

https://github.com/HazyResearch/snorkel

A system for quickly generating training data with weak supervision

ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision

Last synced: 05 Aug 2024

https://github.com/snorkel-team/snorkel

A system for quickly generating training data with weak supervision

ai data-augmentation data-science data-slicing labeling machine-learning python snorkel training-data weak-supervision

Last synced: 26 Oct 2024

https://github.com/skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

hacktoberfest huggingface machine-learning pytorch scikit-learn

Last synced: 28 Oct 2024

https://github.com/maartengr/bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bert ldavis machine-learning nlp sentence-embeddings topic topic-modeling topic-modelling topic-models transformers

Last synced: 28 Oct 2024

https://github.com/allegroai/clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

ai clearml control deep-learning deeplearning devops experiment experiment-manager k8s machine-learning machinelearning mlops trains trainsai version version-control

Last synced: 01 Nov 2024

https://github.com/FederatedAI/FATE

An Industrial Grade Federated Learning Framework

algorithm fate federated-learning machine-learning privacy-preserving

Last synced: 31 Oct 2024

https://github.com/wb14123/seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

deep-learning machine-learning seq2seq

Last synced: 29 Oct 2024

https://github.com/vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb

Last synced: 29 Oct 2024

https://github.com/SkalskiP/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 30 Oct 2024

https://github.com/jonaswinkler/paperless-ng

A supercharged version of paperless: scan, index and archive all your physical documents

angular archiving django dms document-management-system full-text-search machine-learning ocr search

Last synced: 25 Sep 2024

https://github.com/skalskip/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 15 Oct 2024

https://github.com/roboflow/notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

amazon-sagemaker-lab automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation pytorch tutorial yolov5 yolov6 yolov7 yolov8 zero-shot-classification zero-shot-detection

Last synced: 15 Oct 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 30 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: 14 Oct 2024

https://github.com/flashlight/flashlight

A C++ standalone library for machine learning

autograd cpp deep-learning flashlight machine-learning ml neural-network

Last synced: 09 Oct 2024

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 29 Oct 2024

https://github.com/tensorflow/rust

Rust language bindings for TensorFlow

machine-learning rust tensorflow

Last synced: 28 Oct 2024

https://github.com/xorbitsai/inference

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

artificial-intelligence chatglm deployment flan-t5 gemma ggml glm4 inference llama llama3 llamacpp llm machine-learning mistral openai-api pytorch qwen vllm whisper wizardlm

Last synced: 29 Oct 2024

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 02 Nov 2024

https://github.com/humphd/have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

caffe image-classification machine-learning neural-network tutorial

Last synced: 14 Oct 2024

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 14 Oct 2024

https://github.com/apachecn/sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

documentation machine-learning python scikit-learn

Last synced: 13 Oct 2024

https://github.com/tensorspace-team/tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

3d deep-learning keras machine-learning nerual-network tensorflow tfjs threejs visualization

Last synced: 13 Oct 2024

https://github.com/nvidia/dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 28 Oct 2024

https://github.com/NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 26 Oct 2024

https://github.com/srbhr/Resume-Matcher

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

applicant-tracking-system ats hacktoberfest machine-learning natural-language-processing nextjs python resume resume-builder resume-parser text-similarity typescript vector-search word-embeddings

Last synced: 29 Oct 2024

https://github.com/transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

deep-learning javascript keras machine-learning neural-networks tensorflow webgl

Last synced: 13 Oct 2024

https://github.com/aaronwangy/Data-Science-Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

cheatsheet data-science machine-learning

Last synced: 07 Nov 2024

https://github.com/aaronwangy/data-science-cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

cheatsheet data-science machine-learning

Last synced: 15 Oct 2024

https://github.com/srbhr/resume-matcher

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

applicant-tracking-system ats hacktoberfest machine-learning natural-language-processing nextjs python resume resume-builder resume-parser text-similarity typescript vector-search word-embeddings

Last synced: 10 Oct 2024

https://github.com/rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning

Last synced: 28 Oct 2024

https://github.com/xiaomi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 15 Oct 2024

https://github.com/XiaoMi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 27 Oct 2024

https://github.com/flyteorg/flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

data data-analysis data-science dataops declarative fine-tuning flyte golang grpc kubernetes kubernetes-operator llm machine-learning mlops orchestration-engine production production-grade python scale workflow

Last synced: 28 Oct 2024

https://github.com/blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 13 Oct 2024

https://github.com/mediar-ai/screenpipe

24/7 local AI screen & mic recording. Build AI apps that have the full context. Works with Ollama. Alternative to Rewind.ai. Open. Secure. You own your data. Rust.

ai computer-vision llm machine-learning ml multimodal vision

Last synced: 15 Oct 2024

https://github.com/srush/gpu-puzzles

Solve puzzles. Learn CUDA.

cuda machine-learning puzzles

Last synced: 15 Oct 2024

https://github.com/uber/causalml

Uplift modeling and causal inference with machine learning algorithms

causal-inference incubation machine-learning uplift-modeling

Last synced: 29 Oct 2024

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/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: 14 Oct 2024

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 842 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 287 awesome-quant 136 awesome-mlops 299 Awesome-Geospatial 1,257 Awesome-Prompt-Engineering 147 awesome-machine-learning-interpretability 1,199 awesome-conformal-prediction 913 awesome-robotic-tooling 939 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-tensor-compilers 165 awesome-chatgpt 167 awesome_time_series_in_python 69 awesome-robotics-libraries 205 machine-learning-with-ruby 215 awesome-streamlit 101 awesome-argo 390 Awesome-Federated-Learning 558 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-embedding-models 75 Awesome-Rust-MachineLearning 48
Machine learning Categories
Papers 5,406 Uncategorized 4,647 Books 2,926 Scalability 2,816 Vision 2,028 **Literature and Codes** 1,784 fl in top-tier journal 1,270 文本生成、文本对话 1,107 Table of Contents 1,097 Repos 1,076 Blog Posts 907 Articles & Blogs 882 Articles 879 Videos 864 Year 2022 850 fl in top ml conference and journal 847 Computational Information Geometry 824 Intelligence 728 Robust Machine Learning in Medical Domain 724 [Problems](#content) 623