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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/liuruoze/EasyPR

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

artificial-intelligence artificial-neural-networks chinese-characters computer-vision datasets machine-learning opencv opencv3 plate-recognition supervised-learning support-vector-machines unconstrained-situation

Last synced: 30 Jul 2024

https://github.com/probml/pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/tensorpack/tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 31 Jul 2024

https://github.com/ppwwyyxx/tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/NicolasHug/Surprise

A Python scikit for building and analyzing recommender systems

factorization machine-learning matrix recommendation recommender svd systems

Last synced: 30 Jul 2024

https://github.com/rushter/data-science-blogs

A curated list of data science blogs

data-science machine-learning

Last synced: 31 Jul 2024

https://github.com/jessevig/bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

bert gpt2 machine-learning natural-language-processing neural-network nlp pytorch roberta transformer transformers visualization

Last synced: 01 Aug 2024

https://github.com/Hironsan/BossSensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 01 Aug 2024

https://github.com/MingchaoZhu/DeepLearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

bayesian deep-learning ensemble-learning machine-learning python regularization xgboost

Last synced: 01 Aug 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: 31 Jul 2024

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: 30 Jul 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: 30 Jul 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/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: 30 Jul 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: 31 Jul 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: 01 Aug 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: 01 Aug 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: 01 Aug 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: 31 Jul 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: 30 Jul 2024

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 30 Jul 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: 30 Jul 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: 30 Jul 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: 31 Jul 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: 31 Jul 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: 30 Jul 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/skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

hacktoberfest huggingface machine-learning pytorch scikit-learn

Last synced: 31 Jul 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: 03 Aug 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: 01 Aug 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: 31 Jul 2024

https://github.com/FederatedAI/FATE

An Industrial Grade Federated Learning Framework

algorithm fate federated-learning machine-learning privacy-preserving

Last synced: 31 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 30 Jul 2024

https://github.com/tensorflow/rust

Rust language bindings for TensorFlow

machine-learning rust tensorflow

Last synced: 31 Jul 2024

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 01 Aug 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: 31 Jul 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: 30 Jul 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: 30 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 30 Jul 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: 31 Jul 2024

https://github.com/srush/GPU-Puzzles

Solve puzzles. Learn CUDA.

cuda machine-learning puzzles

Last synced: 31 Jul 2024

https://github.com/uber/causalml

Uplift modeling and causal inference with machine learning algorithms

causal-inference incubation machine-learning uplift-modeling

Last synced: 31 Jul 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: 01 Aug 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: 31 Jul 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: 31 Jul 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/lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

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

Last synced: 30 Jul 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: 31 Jul 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: 31 Jul 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: 30 Jul 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: 31 Jul 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: 31 Jul 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: 31 Jul 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: 01 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: 31 Jul 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: 30 Jul 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: 31 Jul 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 Jul 2024