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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/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: 15 Oct 2024

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: 09 Oct 2024

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: 14 Oct 2024

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: 15 Oct 2024

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

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

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

Last synced: 29 Oct 2024

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: 15 Oct 2024

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: 09 Oct 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/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: 04 Aug 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: 15 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/githubharald/simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

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

Last synced: 15 Oct 2024

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: 11 Oct 2024

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/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: 15 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: 12 Oct 2024

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: 15 Oct 2024

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: 14 Oct 2024

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/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: 15 Oct 2024

https://github.com/tensorflow/privacy

Library for training machine learning models with privacy for training data

machine-learning privacy

Last synced: 29 Oct 2024

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

TensorFlow binaries supporting AVX, FMA, SSE

machine-learning simd-instructions tensorflow

Last synced: 26 Sep 2024

https://github.com/palashio/libra

Ergonomic machine learning for everyone.

auto-ml machine-learning neural-networks

Last synced: 14 Oct 2024

https://github.com/Palashio/libra

Ergonomic machine learning for everyone.

auto-ml machine-learning neural-networks

Last synced: 02 Nov 2024

https://github.com/alan-ai/alan-sdk-ios

Conversational AI SDK for iOS to enable text and voice conversations with actions (Swift, Objective-C)

alan-ios-sdk alan-studio alan-voice chatbot conversational-ai ios machine-learning sdk speech-recognition voice voice-ai voice-assistant voice-commands

Last synced: 15 Oct 2024

https://github.com/zuruoke/watermark-removal

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image

deep-learning machine-learning python tensorflow watermark-image

Last synced: 14 Oct 2024

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: 29 Oct 2024

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: 03 Aug 2024

https://github.com/archinetai/audio-ai-timeline

A timeline of the latest AI models for audio generation, starting in 2023!

artificial-intelligence audio-generation machine-learning

Last synced: 15 Oct 2024

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: 14 Oct 2024

https://github.com/szilard/benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

data-science deep-learning gradient-boosting-machine h2o machine-learning python r random-forest spark xgboost

Last synced: 12 Oct 2024

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: 13 Oct 2024

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 11 Nov 2024

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: 13 Nov 2024

https://github.com/MrNothing/AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 26 Oct 2024

https://github.com/mrnothing/ai-blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 14 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: 27 Oct 2024

https://github.com/vitoplantamura/OnnxStream

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.

llama machine-learning mistral onnx raspberry-pi stable-diffusion tinyml wasm webassembly yolov8

Last synced: 08 Nov 2024

https://github.com/minimaxir/automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

automl keras machine-learning python tensorflow xgboost

Last synced: 13 Oct 2024

https://github.com/byzer-org/byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

bigdata machine-learning mlsql sql-like-dsl

Last synced: 15 Oct 2024

https://github.com/vitoplantamura/onnxstream

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and servers. ARM, x86, WASM, RISC-V supported. Accelerated by XNNPACK.

llama machine-learning mistral onnx raspberry-pi stable-diffusion tinyml wasm webassembly yolov8

Last synced: 10 Oct 2024

https://github.com/diffgram/diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

annotation annotation-tool annotations data data-analytics data-annotation data-science datasets datastore deep-learning image-annotation kubernetes labeling machine-learning training-data video-annotation

Last synced: 25 Oct 2024

https://github.com/unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

computer-vision embodied-ai machine-learning simulation synthetic-data ue4 virtual-worlds

Last synced: 14 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: 10 Oct 2024

https://github.com/DAGWorks-Inc/hamilton

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops machine-learning mlops orchestration pandas python rag software-engineering

Last synced: 29 Oct 2024

https://github.com/michaelgutmann/ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

exercises-solutions machine-learning mathematics

Last synced: 30 Oct 2024

https://github.com/aburkov/theMLbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

book machine-learning machine-learning-algorithms python

Last synced: 07 Nov 2024

https://github.com/imgcook/imgcook

Generate pages from any sketch or images.

design-to-code frontend machine-learning

Last synced: 15 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-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-robotics-libraries 205 awesome-tensor-compilers 165 awesome-chatgpt 167 awesome_time_series_in_python 69 machine-learning-with-ruby 215 awesome-streamlit 101 awesome-argo 390 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-embedding-models 75 awesome-ml4co 423
Machine learning Categories
Papers 5,476 Uncategorized 4,692 Books 2,936 Scalability 2,816 Vision 2,028 **Literature and Codes** 1,784 fl in top-tier journal 1,294 文本生成、文本对话 1,107 Table of Contents 1,096 Repos 1,087 Blog Posts 908 Articles & Blogs 888 Articles 882 Videos 864 Year 2022 861 fl in top ml conference and journal 847 Computational Information Geometry 824 Intelligence 728 Robust Machine Learning in Medical Domain 724 [Problems](#content) 623