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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/visualize-ml/book6_first-course-in-data-science

Book_6_《数据有道》 | 鸢尾花书:从加减乘除到机器学习;欢迎大家批评指正!纠错多的同学会得到赠书感谢!

data data-science data-visualization feature-engineering machine-learning python

Last synced: 13 Feb 2025

https://github.com/derwenai/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 18 Feb 2025

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 27 Oct 2024

https://github.com/Accenture/AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

graph-embeddings graph-representation-learning knowledge-graph knowledge-graph-embeddings machine-learning relational-learning representation-learning

Last synced: 04 Nov 2024

https://github.com/rednaga/apkid

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

android android-protect-apps android-protection antivirus appshielding machine-learning malware-analysis malware-detection malware-research packers rasp yara yara-forensics

Last synced: 18 Feb 2025

https://github.com/DerwenAI/pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

graph-algorithms machine-learning natural-language natural-language-processing nlp python spacy spacy-extension summarization textgraphs textrank

Last synced: 29 Oct 2024

https://github.com/aws/sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

aws huggingface machine-learning mxnet python pytorch sagemaker tensorflow

Last synced: 18 Feb 2025

https://github.com/maxim5/cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

cs229 machine-learning neural-networks stanford-university

Last synced: 13 Feb 2025

https://github.com/lightning-ai/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 18 Feb 2025

https://github.com/Lightning-AI/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 20 Feb 2025

https://github.com/PytorchLightning/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 19 Dec 2024

https://github.com/PyTorchLightning/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 08 Nov 2024

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 30 Oct 2024

https://github.com/quic/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-ml compression deep-learning deep-neural-networks machine-learning network-compression network-quantization open-source opensource pruning quantization

Last synced: 18 Feb 2025

https://github.com/tensorflow/tfx

TFX is an end-to-end platform for deploying production ML pipelines

apache-beam machine-learning tensorflow

Last synced: 18 Feb 2025

https://github.com/huggingface/evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

evaluation machine-learning

Last synced: 18 Feb 2025

https://github.com/metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search

Last synced: 13 Feb 2025

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 18 Feb 2025

https://github.com/cerlymarco/medium_notebook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 20 Feb 2025

https://github.com/deepklarity/jupyter-text2code

A proof-of-concept jupyter extension which converts english queries into relevant python code

jupyter-notebook machine-learning python

Last synced: 15 Feb 2025

https://github.com/cerlymarco/MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 13 Nov 2024

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 26 Oct 2024

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 16 Feb 2025

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 18 Feb 2025

https://github.com/rednaga/APKiD

Android Application Identifier for Packers, Protectors, Obfuscators and Oddities - PEiD for Android

android android-protect-apps android-protection antivirus appshielding machine-learning malware-analysis malware-detection malware-research packers rasp yara yara-forensics

Last synced: 21 Nov 2024

https://github.com/bangoc123/learn-machine-learning-in-two-months

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

javascript jupyter-notebook machine-learning machine-learning-tutorials numpy python python-tutorials python3 tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 15 Feb 2025

https://github.com/bgshih/crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

computer-vision machine-learning ocr sequence-recognition torch7

Last synced: 16 Feb 2025

https://github.com/ermig1979/simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON for ARM.

amx arm avx avx512 c-plus-plus haar-cascade image-processing lbp machine-learning neon neural-network simd simd-library sse

Last synced: 13 Feb 2025

https://github.com/aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

ai artificial-intelligence chatbot computer-vision generative-ai machine-learning nlp

Last synced: 18 Feb 2025

https://github.com/shashankvemuri/Finance

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

algorithmic-trading data-science finance machine-learning pandas python quantitative-finance stock stock-market stocks technical-indicators trading-strategies

Last synced: 02 Nov 2024

https://github.com/orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

algorithms data-science deep-learning full-stack gitbook machine-learning marketing mlcompendium probability product-management statistics ux-design ux-experience ux-research

Last synced: 31 Jan 2025

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 18 Feb 2025

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

A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.

dask data-practitioners distributed distributed-computing distributed-systems machine-learning pandas spark sql

Last synced: 18 Feb 2025

https://github.com/githubharald/simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 14 Feb 2025

https://github.com/mapbox/robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

aerial-imagery machine-learning openstreetmap satellite-imagery segmentation

Last synced: 15 Feb 2025

https://github.com/komputeproject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 20 Feb 2025

https://github.com/nvidia/transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

cuda deep-learning fp8 gpu jax machine-learning python pytorch

Last synced: 13 Feb 2025

https://github.com/niutrans/abigsurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 30 Jan 2025

https://github.com/googlecloudplatform/asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

google-cloud-platform machine-learning tensorflow

Last synced: 20 Feb 2025

https://github.com/spiceai/spiceai

A portable SQL query and AI compute engine, written in Rust, for data-grounded apps and agents.

artificial-intelligence data developers infrastructure machine-learning sql time-series

Last synced: 20 Feb 2025

https://github.com/KomputeProject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 01 Nov 2024

https://github.com/ermig1979/Simd

C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM.

altivec amx arm avx avx512 c-plus-plus haar-cascade image-processing lbp machine-learning neon neural-network powerpc simd simd-library sse vsx

Last synced: 26 Oct 2024

https://github.com/githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 31 Oct 2024

https://github.com/ICT-BDA/EasyML

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

big-data-analytics learning-platform machine-learning machine-learning-platform machine-learning-studio

Last synced: 30 Oct 2024

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 15 Feb 2025

https://github.com/ict-bda/easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

big-data-analytics learning-platform machine-learning machine-learning-platform machine-learning-studio

Last synced: 15 Feb 2025

https://github.com/jindongwang/MachineLearning

一些关于机器学习的学习资料与研究介绍

activity-recognition machine-learning transfer-learning

Last synced: 08 Nov 2024

https://github.com/r9y9/deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

end-to-end machine-learning multi-speaker python pytorch speech-processing speech-synthesis tts

Last synced: 14 Feb 2025

https://github.com/mjackie/recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ctr ctr-prediction machine-learning recommendation-system recommender-system

Last synced: 28 Jan 2025

https://github.com/lucasb-eyer/pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

computer-vision crf cython eigen machine-learning pairwise-potentials unary-potentials

Last synced: 13 Feb 2025

https://github.com/NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 25 Oct 2024

https://github.com/endymecy/spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

machine-learning source-analysis spark

Last synced: 15 Feb 2025

https://github.com/tensorflow/privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Last synced: 18 Feb 2025

https://github.com/iver56/audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 20 Feb 2025

https://github.com/mJackie/RecSys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

ctr ctr-prediction machine-learning recommendation-system recommender-system

Last synced: 30 Oct 2024

https://github.com/lakshayg/tensorflow-build-archived

TensorFlow binaries supporting AVX, FMA, SSE

machine-learning simd-instructions tensorflow

Last synced: 18 Jan 2025

https://github.com/ml4comm-netw/paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

channel-estimation communication-systems deep-learning machine-learning mimo mimo-systems power-control wireless-communication

Last synced: 28 Jan 2025

https://github.com/palashio/libra

Ergonomic machine learning for everyone.

auto-ml machine-learning neural-networks

Last synced: 14 Feb 2025

https://github.com/Palashio/libra

Ergonomic machine learning for everyone.

auto-ml machine-learning neural-networks

Last synced: 02 Nov 2024