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An open API service indexing awesome lists of open source software.

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/lanl/pydnmfk

Python Distributed Non Negative Matrix Factorization with custom clustering

cupy distributed-computing hpc latent-features machine-learning mpi4py nccl nonnegative-matrix-factorization outofmemory python tensorfactorization

Last synced: 12 Apr 2025

https://github.com/silenceoverflow/cs-learning-resources

Learning Resources for Those New to Computer Science

algorithm computer-science machine-learning mooc programming

Last synced: 12 Apr 2025

https://github.com/mainakrepositor/renal-disease-detection

Detects and Predicts possible malfunctioning of human kidney based on the test reports and percentages of the associated parameters using decision tree classifier

decision-tree machine-learning python3 renal-disease streamlit

Last synced: 25 Jun 2025

https://github.com/nxr-deen/ai-chatbot

AI Chatbot in HTML CSS & JavaScript

ai chat chatbot chatgpt css gemeni generate html javascript js machine-learning

Last synced: 23 Apr 2025

https://github.com/BobLd/YOLOv3MLNet

Use the YOLO v3 (ONNX) model for object detection in C# using ML.Net

computer-vision csharp dotnet machine-learning ml ml-net neural-network object-detection onnx onnx-torch python yolo yolov3

Last synced: 20 Apr 2025

https://github.com/hoya012/fast-style-transfer-tutorial-pytorch

Simple Tutorials & Code Implementation of fast-style-transfer(Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 2016 ECCV) using PyTorch.

deep-learning deep-style-transfer fast-style-transfer machine-learning pytorch pytorch-tutorial style-transfer

Last synced: 02 Jul 2025

https://github.com/hand10ryo/pytorchcml

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 12 Apr 2025

https://github.com/qbarthelemy/pypermut

Python package for permutation tests, for statistics and machine learning.

machine-learning multiple-comparisons nonparametric-tests permutation-test post-hoc python scientific-computing statistics

Last synced: 19 Apr 2025

https://github.com/bminixhofer/gerpt2

German small and large versions of GPT2.

common-crawl german gpt2 language-model machine-learning nlp

Last synced: 21 Mar 2025

https://github.com/rubydamodar/the-ultimate-pandas-bootcamp

Welcome to the Pandas for Data Science repository! This course is designed to take you from beginner to proficient in using Pandas, the powerful data manipulation library in Python. Whether you're just starting your data science journey or looking to sharpen your skills, this repository contains all the resources

beginner-friendly csv-data data-analysis data-cleaning data-manipulation data-science data-visualization dataframe exploratory-data-analysis jupyter-notebook machine-learning matplotlib numpy pandas python python-pandas series statistical-analysis time-series titanic-dataset

Last synced: 19 Apr 2025

https://github.com/0101011/bootstrap-ml

A comprehensive collection of pre-written code for machine learning and deep learning use cases, all in one convenient place. Whether you're a seasoned practitioner or just starting your ML journey, this repository provides a solid foundation to build upon.

ai deep-learning deep-neural-networks deeplearning documentation jupyter-notebook jupyter-notebooks machine-learning machinelearning ml tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 12 May 2025

https://github.com/Cumulocity-IoT/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 31 Oct 2025

https://github.com/mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

deep-learning education machine-learning programming zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/jernejk/mlsample.simpletransactiontagging

This is an simple example of tagging bank transactions with ML.NET

automl blazor-application classification machine-learning ml-net

Last synced: 26 Jun 2025

https://github.com/mcarlomagno/fluttermobilenet

🦾🤖 Mobilenet model implementation for image classification using the tflite library, a Flutter plugin for accessing TensorFlow Lite API.

artifficial-intelligence dart flutter image-classification machine-learning mobilenets tensroflow

Last synced: 28 Jun 2025

https://github.com/18D070001/Electrical-Devices-Identification-Model

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

colab-notebook electrical feature-engineering feature-extraction machine-learning nilm nilm-algorithms python-3 signal-processing

Last synced: 06 Apr 2025

https://github.com/li-plus/rouge-metric

A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.

machine-learning nlp pypi python rouge rouge-metric summarization

Last synced: 06 Apr 2025

https://github.com/mcarlomagno/cardrivingresnet

🚗 Browser game where a vehicle is driven through the camera using the ResNet model (Residual Network) to estimate the position of the hands.

css html javascript machine-learning posenet residual-network resnet-model tensorflow tensorflowjs vehicle

Last synced: 28 Jun 2025

https://github.com/trainingbypackt/machine-learning-fundamentals

Use Python and scikit-learn to get up and running with the hottest developments in machine learning

jupyter-notebook machine-learning python3 scikit-learn

Last synced: 08 Mar 2026

https://github.com/fracpete/collective-classification-weka-package

Semi-Supervised Learning and Collective Classification

java machine-learning plugin semi-supervised-learning weka

Last synced: 22 Apr 2025

https://github.com/omarsar/machine_learning_fundamentals

:green_book: Machine Learning - A Friendly Handbook :green_book: (Open Notes)

book handbook machine-learning neural-network

Last synced: 03 Jan 2026

https://github.com/alessandrocorradini/harvard-data-analysis-for-life-science-xseries

Lectures, Code and Quizzes for the Data Science for Life Science XSeries

data-analysis datascience edx harvardx machine-learning

Last synced: 02 Jan 2026

https://github.com/luk-ai/lukai

Luk.ai Clients - Federated Machine Learning for Everyone!

ai-clients android golang lukai machine-learning ml python tensorflow

Last synced: 11 Jun 2025

https://github.com/0xnaman1/american-sign-language-detection-using-computer-vision

The project is about translating American Sign Language into English language. It uses Computer Vision and Deep Learning to predict the ASL alphabet and forms sentences on the basis of prediction. It uses text to speech to convert the predicted word into speech. The project was implemented at MNNIT Hack36 Allahabad Hackathon.

computer-vision deeplearning keras machine-learning neural-network opencv tensorflow texttospeech

Last synced: 27 Jun 2025

https://github.com/c99koder/AudioClassifier-MQTT

Use the yamnet TensorFlow model to classify live audio from a microphone and publish the predicted results to Home Assistant via MQTT

audio audio-analysis home-assistant machine-learning mqtt python3 tensorflow-lite yamnet

Last synced: 07 Apr 2025

https://github.com/lucko515/dataset-dimensionality-reduction-python

Here I've demonstrated how and why should we use PCA, KernelPCA, LDA and t-SNE for dimensionality reduction when we work with higher dimensional datasets.

dimensionality-reduction kernel-pca lda machine-learning pca tsne

Last synced: 14 Apr 2025

https://github.com/apexrl/codail

Implementation of CoDAIL in the ICLR 2020 paper <Multi-Agent Interactions Modeling with Correlated Policies>

imitation-learning machine-learning multi-agent-reinforcement-learning

Last synced: 07 Apr 2025

https://github.com/yhtang/graphdot

GPU-accelerated Marginalized Graph Kernel with customizable node and edge features; Gaussian process regression.

cheminformatics cuda gpu graph-algorithms machine-learning python

Last synced: 15 Apr 2025

https://github.com/changhuixu/lstm-sentiment-analysis

LSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem

dictionary l1-lstm lstm lstm-layes machine-learning review sentiment sentiment-analysis

Last synced: 20 Aug 2025

https://github.com/microsoft/masc

Microsoft's contributions for Spark with Apache Accumulo

accumulo apache big-data machine-learning spark

Last synced: 02 Oct 2025

https://github.com/kentonishi/jtr-cvpr-2024

[CVPR 2024] Joint-Task Regularization for Partially Labeled Multi-Task Learning

computer-vision cvpr2024 machine-learning multitask-learning

Last synced: 23 Mar 2025

https://github.com/datacte/sdxl-training-improvements

📊 Research-focused SDXL training framework exploring novel optimization approaches. Goals include enhanced image quality, training stability & comprehensive monitoring. ⭐ Performance-focused research framework.

deep-learning diffusion machine-learning stable-diffusion stable-diffusion-xl

Last synced: 21 Aug 2025

https://github.com/BiomedSciAI/DPM360

Repository for Disease Progression Modeling workbench 360 - An end-to-end deep learning model training framework in python on OMOP data

deep-learning healthcare machine-learning ohdsi omop python pytorch sklearn

Last synced: 09 Aug 2025

https://github.com/scikit-multilearn-ng/scikit-multilearn-ng

A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification

classification clustering label-prediction machine-learning multi-label multi-label-classification partitioning scikit scikit-learn scikit-multilearn

Last synced: 21 Aug 2025

https://github.com/pkestene/ms-hpc-ai-gpu

resources pour le cours d'introduction à la programmation des GPUs du mastère spécialisé HPC-AI

cuda deep-learning gpu gpu-computing machine-learning physics-informed-neural-networks pinn pinns

Last synced: 19 Aug 2025

https://github.com/heet9022/recruitai

Recruitment Assisting platform which will help recruiters filter out resumes for a particular job profile

linkedin-scraper machine-learning recruiter resume-classfier

Last synced: 23 Sep 2025

https://github.com/kyosek/ngboost-experiments

Play around with NGBoost and compare with LightGBM and XGBoost

boosting-algorithms house-price-prediction lightgbm machine-learning ngboost

Last synced: 15 May 2025

https://github.com/nanowell/differential-transformer-pytorch

PyTorch implementation of the Differential-Transformer architecture for sequence modeling, specifically tailored as a decoder-only model similar to large language models (LLMs). The architecture incorporates a novel Differential Attention mechanism, Multi-Head structure, RMSNorm, and SwiGLU.

differential-transformer large-language-models machine-learning pytorch

Last synced: 31 Jul 2025

https://github.com/bastian/abstractive-summarization-of-meetings

The source code for my bachelor's thesis "Abstractive Summarization of Meetings"

abstractive-summarization bachelor-thesis bert machine-learning tensorflow texar transformer

Last synced: 23 Mar 2025

https://github.com/hummat/saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

deep-learning deep-learning-algorithms deep-neural-networks grad-cam guided-backpropagation integrated-gradients machine-learning machine-learning-algorithms pytorch saliency smoothgrad xrai

Last synced: 04 Oct 2025

https://github.com/quantiusbenignus/blahst

Input text from speech in any Linux window, the lean, fast and accurate way, using whisper.cpp offline.

accessibility ai bloat-free bloatfree cli command-line command-line-tool desktop-integration gnome kiss llm machine-learning no-nonsense speech-recognition speech-to-text whisper whisper-cpp

Last synced: 04 Oct 2025

https://github.com/qanastek/drbert

DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains

bert biomedical french learning machine machine-learning medical ml nlp nlp-machine-learning taln text

Last synced: 16 Aug 2025

https://github.com/mainakrepositor/selfdriver

A self learning AI car that learns about obstacles and direction control in real time training and gradually gets more accurate in avoiding collisions

artificial-intelligence deployment javascript machine-learning netlify reinforcement-learning website

Last synced: 28 Feb 2026

https://github.com/bpesquet/pyfit

A minimalist neural networks library built on a tiny autograd engine

autodifferentiation machine-learning neural-networks python

Last synced: 02 Apr 2026

https://github.com/aaltoml/periodicbnn

Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)

activation-functions deep-learning machine-learning neural-network

Last synced: 17 Jan 2026

https://github.com/hdmamin/jabberwocky

An Alexa skill providing a conversational interface to any public figure (as mimicked by GPT3). The legacy GUI is no longer maintained.

alexa alexa-skill audio chatbot gpt3 machine-learning python speech-recognition

Last synced: 14 Jan 2026

https://github.com/zakroum-hicham/football-analysis-cv

This repository contains a computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, and perspective transformation to analyze player movements in football videos

ai computer-vision data-science football-analytics kmeans-clustering machine-learning opencv yolov8

Last synced: 26 Mar 2025

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 21 Apr 2025

https://github.com/radiantearth/community-sprints

This repo is used to organize and collaborate in sprints for code projects, hackathons, STAC and metadata specs development

artificial-intelligence computer-vision geospatial-analysis geospatial-data global-development machine-learning satellite-imagery

Last synced: 12 Apr 2025

https://github.com/fschlatt/clubs

python poker engine for arbitrary community card poker games

blinds clubs community-cards machine-learning poker poker-game python raise-sizes reinforcement-learning

Last synced: 16 Jan 2026

https://github.com/marpogaus/bernstein_flow

A normalizing flow using Bernstein polynomials for conditional density estimation.

bernstein-polynomials machine-learning probabilistic-modeling regression tensorflow-probability tensorflow2

Last synced: 22 Apr 2025

https://github.com/blankeos/scoliovis

🦴 Automated Cobb Angle Measurement on Anterior-Posterior Spine X-Rays using Multi-Instance Keypoint Detection with Keypoint RCNN Thesis Package

computer-vision fastapi machine-learning pytorch react webapp

Last synced: 03 Jul 2025

https://github.com/trainingbypackt/professional-azure-sql-database-administration-second-edition

Equip yourself with the skills required to manage and maintain data on the Cloud.

azure database dtu georeplication machine-learning powershell sql ssms

Last synced: 03 Jul 2025

https://github.com/alvertogit/bigdata_docker

Big Data Docker Data Science Spark Spark4 Hadoop HDFS Scala Python Artificial Intelligence Machine Learning Jupyter Lab Notebook

big-data data-science docker jupyter-lab jupyter-notebook machine-learning python scala spark spark4

Last synced: 10 Mar 2026

https://github.com/wallarm/wallnet

Open-source code to support BSides 2019's talk: Bye-Bye False Positives: Using AI to Improve Detection

cybersecurity machine-learning tensorflow

Last synced: 10 Jun 2025

https://github.com/brandondocusen/cntxtjv

A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization

architecture-insights code-documentation code-visualization codebase-analysis context-management context-window dependency-analysis dependency-mapping developer-tools knowledge-graph large-language-models llm llm-integration machine-learning module-relationships open-source python python-frameworks spring token-reduction

Last synced: 10 Apr 2025

https://github.com/pedrohserrano/machine-learning-use-cases

Machine Learning Notebooks with Turicreate and Keras in a Docker Container

deep-learning docker machine-learning notebook

Last synced: 10 Apr 2025

https://github.com/mad-lab-fau/tpcp

Pipeline and Dataset helpers for complex algorithm evaluation.

algorithms biosignals data-management data-science machine-learning python

Last synced: 04 Feb 2026

https://github.com/millengustavo/epileptic-seizure-recognition

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

brain-activity deep-learning eeg-data eeg-signal epilepsy machine-learning

Last synced: 10 Apr 2025

https://github.com/pourmand1376/persiancrawler

Open source crawler for Persian websites.

crawler machine-learning news python scrapy tasnim text-classification

Last synced: 28 Oct 2025

https://github.com/fieg/knn

k-Nearest Neighbors algorithm in PHP

k-nearest-neighbours knn machine-learning php

Last synced: 07 Jul 2025

https://github.com/mskcc/mimsi

Microsatellite Instability Classification using Multiple Instance Learning

cancer-genomics deep-learning genomics machine-learning multiple-instance-learning

Last synced: 30 Apr 2025

https://github.com/fffaraz/ghsom-cpp

Growing Hierarchical Self-Organizing Map (GHSOM) implementation in C++

ai clustering cpp ghsom machine-learning qt som

Last synced: 10 Apr 2025

https://github.com/future-ai-org/desci-ai-experiments-py

👾 resources and experiments for autonomous agents (e.g., language models, reinforcement learning, energy based models)

autism chatgpt deep-learning gpt-3 machine-learning markov-chain openai quantum-ai reinforcement-learning rust supervised-machine-learning

Last synced: 30 Apr 2026

https://github.com/amirabbasasadi/rockyml

⛰️ RockyML - A High-Performance Scientific Computing Framework for Non-smooth Machine Learning Problems

cplusplus cpp deep-learning deep-neural-networks distributed-computing high-performance machine-learning mpi optimization parallel-computing scientific-computing

Last synced: 15 Jun 2025

https://github.com/srzstephen/disavu

A disaster response solution that helps allocate resources to where they're needed.

amazon-sagemaker-lab aws disaster-response fastai2 machine-learning python rust rust-lang sagemaker-studio-lab typescript

Last synced: 11 Apr 2025

https://github.com/tallamjr/barberbook

Solutions for David Barber's "Bayesian Reasoning and Machine Learning" Book

bayesian-methods book machine-learning

Last synced: 21 Jun 2025

https://github.com/msusazureaccelerators/intelligent-document-processing-accelerator

Showcase Azure platform’s machine learning capability to recognize document type, extract required fields and push data to downstream applications, significantly reducing manual efforts and creating smoother customer experience. with the Microsoft Intelligent Document Processing (Document Process Automation) Accelerator.

machine-learning microsoft ml solution-accelerator

Last synced: 12 Apr 2025

https://github.com/mapbox/gabbar

Guarding OpenStreetMap from harmful edits using machine learning

banished jupyter-notebook machine-learning openstreetmap scikit-learn vandalism

Last synced: 12 Apr 2025

https://github.com/abhaskumarsinha/minimalgpt

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

ai artificial-intelligence fine-tuning generative-model gpt gpt-2 gpt-models keras keras-tensorflow language-model llm machine-learning neural-network nlp nlp-machine-learning tensorflow tensorflow2 training transformer transformer-architecture

Last synced: 11 Jul 2025

https://github.com/ybubnov/torch_geopooling

The geospatial pooling modules for neural networks in PyTorch

deep-learning deep-learning-library geospatial machine-learning python pytorch

Last synced: 01 Sep 2025

https://github.com/msesia/chr

Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems

conformal-prediction machine-learning quantile-regression regression uncertainty-quantification

Last synced: 30 Oct 2025

https://github.com/polakowo/mlprojects

Some of my ML projects and Kaggle competitions

fastai machine-learning pytorch sklearn tensorflow

Last synced: 07 May 2025

https://github.com/src-d/models

Machine learning models for MLonCode trained using the source{d} stack

machine-learning mlosc model nlp source-code

Last synced: 17 Feb 2026

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 950 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 549 awesome-nlp 685 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-kubernetes 48 awesome-artificial-intelligence 90 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-Embedded 306 Awesome-CoreML-Models 60 awesome-multimodal-ml 480 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 463 useful-java-links 807 Awesome-Prompt-Engineering 459 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 145 awesome-mlops 314 Awesome-Geospatial 1,546 awesome-ai-ml-resources 130 awesome-opensource-ai 926 awesome-robotic-tooling 939 Awesome-Quant-Machine-Learning-Trading 125 awesome-quantum-machine-learning 267 awesome-python-data-science 382 awesome-ai-residency 91 awesome-TS-anomaly-detection 55 awesome-ml-courses 40 awesome-deep-learning-music 248 awesome-robotics-libraries 232 awesome-anomaly-detection 138 Computer-Science-Resources 51 awesome-tensor-compilers 165 awesome-decision-tree-papers 423 awesome-argo 406 awesome-chatgpt 169 awesome-streamlit 101 Awesome-Rust-MachineLearning 48 awesome_time_series_in_python 69 machine-learning-with-ruby 216 awesome-ml4co 615 awesome-jax 218
Machine learning Categories
Papers 11,258 Uncategorized 8,055 Books 4,146 fl in top-tier journal 3,256 Scalability 2,960 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,282 Vision 2,031 Repos 1,875 Paper List 1,811 Table of Contents 1,757 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,438 Publications-and-Preprints 1,170 Articles & Blogs 1,159 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,047 Videos 1,009