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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/codelibs/fione

Fione is Enterprise AI Platform

ai automl data-science machine-learning

Last synced: 30 Apr 2025

https://github.com/ika-rwth-aachen/pclsegmentation

Tensorflow 2.9 Pipeline for Semantic Point Cloud Segmentation with SqueezeSeqV2, Darknet21 and Darknet53.

autonomous-vehicles computer-vision lidar lidar-point-cloud machine-learning point-cloud segmentation semantic-segmentation squeezesegv2 tensorflow

Last synced: 22 Jun 2025

https://github.com/ritik-gupta/python-face-recongition-ml-opencv

Face recognition using open-cv and machine learning written in python

face-detection face-recognition machine-learning opencv python3

Last synced: 07 May 2025

https://github.com/chandru-21/end-to-end-movie-recommendation-system-with-deployment-using-docker-and-kubernetes

Content Based Recommendation system uses attributes of the content to recommend similar content. It doesn't have a cold-start problem because it works through attributes or tags of the content, such as actors, genres or directors, so that new movies can be recommended right away.

contentbasedfiltering docker endtoend endtoendpipeline kubernetes machine-learning movie-recommendation movierecommendationsystem nlp python recommendation-system recommender-system streamlit streamlit-webapp

Last synced: 13 Apr 2025

https://github.com/shreyansh26/elf-miner

An implementation of the paper "ELF-Miner: Using Structural Knowledge and Data Mining Methods To Detect New (Linux) Malicious Executables"

data-mining elf elf-miner feature-extraction linux-malware machine-learning malware-analysis malware-detection static-analysis

Last synced: 10 Apr 2025

https://github.com/wq2012/vb_diarization

VB Diarization with Eigenvoice and HMM Priors, refactored

machine-learning speaker-diarization speech-processing speech-recognition

Last synced: 12 Apr 2025

https://github.com/lucasrodes/kpca-denoising-python

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

denoising-images kernel-methods kpca-analysis machine-learning pca-analysis

Last synced: 18 Mar 2025

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 18 Jul 2025

https://github.com/viadee/anchorsOnR

Implementation of the Anchors algorithm: Explain black-box ML models

anchors explainable-ai iml machine-learning r rules xai

Last synced: 13 Jul 2025

https://github.com/yonesuke/jaxfss

JAX/Flax implementation of finite-size scaling

deep-learning flax jax machine-learning neural-network optax physics

Last synced: 16 Jan 2026

https://github.com/lazauk/deeplearningai-chatgpt-buildingsystems

Practical Jupyter notebooks from Andrew Ng and Isa Fulford's "Building Systems with the ChatGPT API" course on DeepLearning.AI.

andrew-ng-course chatgpt isa-fulford-course machine-learning openai

Last synced: 03 May 2025

https://github.com/elefthei/python-ml-microservice

A simple, extensible, docker container and HTTP server for microservice-ing Python ML code.

deep-learning docker-container machine-learning microservice python tensorflow

Last synced: 11 Apr 2025

https://github.com/weaviate/contextionary

Weaviate's own language vectorizer, which allows for semantic context-based searches in Weaviate

machine-learning vectorizer weaviate

Last synced: 11 Apr 2025

https://github.com/rayyan9477/solace-ai

"Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural conversations. It creates a judgment-free space where you can express yourself freely and receive compassionate guidance tailored just for you.

agent-orchestration ai-agent cognitive-behavioral-therapy conversational-ai emotion-intelligence faiss faiss-vector-database generative-ai machine-learning mental-health multi-agent-systems nlp nlp-machine-learning personality-test python sentiment-analysis transformer vector-database voice-ai voice-assistant

Last synced: 10 Mar 2026

https://github.com/ilyasmoutawwakil/fcc-machine-learning-with-python

My 5 Machine Learning projects that I've built as part of my freeCodeCamp assignment.

certification course-projects deep-learning fcc fcc-assignment fcc-machine-learning machine-learning python

Last synced: 02 Sep 2025

https://github.com/charlesaverill/satyrn

A Notebook alternative that supports branching code and local collaboration.

data-science full-stack ide jupyter-notebook machine-learning open-source python web-development

Last synced: 11 Apr 2025

https://github.com/microsoft/internet-in-a-box

Enabling data-informed network simulation

machine-learning network-measurement network-simulation

Last synced: 02 May 2026

https://github.com/activatedgeek/tight-pac-bayes

Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

deep-learning machine-learning pac-bayes

Last synced: 12 Apr 2025

https://github.com/jeankossaifi/zencfg

A Zen approach to configuring your Python project

config-management configuration deep-learning machine-learning python type-hints

Last synced: 27 Feb 2026

https://github.com/stefanbratanov/jvm-openai

A minimalistic OpenAI API client for the JVM, written in Java

ai api chatgpt dall-e gpt-3 gpt-4 java jvm library machine-learning microsoft openai openai-api

Last synced: 27 Feb 2026

https://github.com/huggingface/hf_benchmarks

A starter kit for evaluating benchmarks on the 🤗 Hub

evaluation huggingface machine-learning

Last synced: 14 Oct 2025

https://github.com/correia-jpv/fucking-awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-neural-networks

Last synced: 27 Apr 2025

https://github.com/maximellerbach/image-processing-using-ai

in this repo, I create models to process image (upscale, debluring...)

deblurring fully-convolutional-networks machine-learning upsampling-and-denoising upscaling

Last synced: 28 Apr 2025

https://github.com/rembertdesigns/AI-Agent-Platforms-Automation-Tools

Comprehensive, community-curated directory of autonomous AI agents, frameworks, platforms, and automation tools for developers and enterprises. Explore the latest in multi-agent collaboration, coding automation, workflow orchestration, and domain-specific AI assistants.

agent-orchestration ai-agents ai-automation ai-development ai-frameworks ai-research automation-tools autonomus-agents coding-assistants conversational-ai enterprise-ai llm-agents machine-learning multi-agent-systems natual-language-processing no-code-ai open-source-ai productivity-tools software-development workflow-automation

Last synced: 18 Mar 2026

https://github.com/bayer-group/pybalance

A library for minimizing the effects of confounding covariates

beat-undefined confounding machine-learning python statistical-analysis

Last synced: 06 Oct 2025

https://github.com/Lemniscate-world/Neural

Neural is a domain-specific language (DSL) designed for defining, training, debugging, and deploying neural networks. With declarative syntax, cross-framework support, and built-in execution tracing (NeuralDbg), it simplifies deep learning development.

automation data-science data-visualization diagrams dsl hyperparameter-optimization lark llms machine-learning neural-architecture-search neural-networks neural-networks-and-deep-learning neural-networks-from-scratch nocode onnx pytorch tensorflow visual-programming-language visualization

Last synced: 13 Oct 2025

https://github.com/S4mpl3r/chat-with-pdf

Chat with your PDF files for free, using Langchain, Groq, ChromaDB, and Jina AI embeddings.

chat-with-pdf embeddings groq groq-ai jina langchain llama llama3 llm machine-learning mixtral-8x7b python python3 rag retrieval-augmented-generation

Last synced: 06 Mar 2025

https://github.com/jackfsuia/shampoosalesagent

A minimal LLM sales agent framework for sales agent fast deployment and benchmark. Support OpenAI models, Claude, HuggingFace models, Gemini, Ernie(文心一言4.0), Baichuan(百川), Qwen(通义千问), Moonshot(月之暗面), GLM(智谱), Deepseek. AI销售智能体微型框架.

agent ai framework gpt llm machine-learning nlp recommendation-system retail salesperson selling-platform shampoo shopping

Last synced: 20 Aug 2025

https://github.com/innfactory/akka-lift-ml

akka http service for serving spark machine learning models

akka akka-http data-engineering fast-data machine-learning scala spark

Last synced: 14 Apr 2025

https://github.com/bgreenwell/mlday18

Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18

decision-trees gradient-boosting-machine machine-learning partial-dependence-plot r random-forest variable-importance-plots

Last synced: 20 Aug 2025

https://github.com/hectorpulido/imitation-learning-in-unity

What if we record all the information in a game, and we record the player actions, then we train a neural network with that data? Thats what this is!

ai gamedev imitation-learning machine-learning neural-network unity videogame-bot

Last synced: 16 Apr 2025

https://github.com/narasimha1997/bzcompute

bzCompute is a computation graph library with built-in support for domain-decomposition and prallel computation. The library can be used for expressing and executing large number of mathematical and text-processing operations using Data-Flow graphs, (Educational version of tensorflow), written in pure python code with numpy support.

computer-science domain-decomposition educational-project machine-learning parallel-computing

Last synced: 12 Apr 2025

https://github.com/autonlab/aqua

AQuA: A Benchmarking Tool for Label Quality Assessment

data-centric-ai data-cleaning data-science label-errors machine-learning robust-machine-learning

Last synced: 16 Jan 2026

https://github.com/suji04/chat_screenshot_classifier

This convolutional neural network can say if an input image is a chat screen-shot or a normal image

cnn fun-project image-classification image-processing keras-tensorflow machine-learning python

Last synced: 24 Apr 2025

https://github.com/chifisource/oddframes.jl

The unique data management platform for Julia

data data-science julia machine-learning

Last synced: 13 Aug 2025

https://github.com/bushuhui/machinelearning_notebook

Notebooks for machine learning

machine-learning python pytorch sklearn

Last synced: 16 Jan 2026

https://github.com/netket/netket_fidelity

Projected time-dependent Variational Monte Carlo (p-tVMC) method based on infidelity optimization for variational simulation of quantum dynamics.

jax machine-learning neural-network quantum-dynamics variational-method

Last synced: 21 Feb 2026

https://github.com/nipreps/eddymotion

Open-source eddy-current and head-motion correction for dMRI.

diffusion-mri dipy distortion-correction dmriprep eddy-curr headmotion machine-learning nipype

Last synced: 28 Aug 2025

https://github.com/huckiyang/eyenet

ICML 18 workshop - A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases

eyenet icml-ijcai-wcb-2018 machine-learning retinal-images

Last synced: 04 Jan 2026

https://github.com/neuml/txtai.py

Python client for txtai

machine-learning nlp python search

Last synced: 31 Oct 2025

https://github.com/bluegranite/databrickstraining

Repository for Microsoft Databricks Training Events - Hosted by BlueGranite

apache-spark azure azure-databricks databricks distributed-computing machine-learning pyspark spark spark-streaming

Last synced: 13 May 2025

https://github.com/rameerez/bicimad-data-analysis

🚲 BiciMAD - Data analysis + ML usage predictions of Madrid's public bike system data

artificial-intelligence bicimad bicimad-data bike city data-analysis emt-opendata ipython-notebook machine-learning madrid neural-network python

Last synced: 17 Sep 2025

https://github.com/marcnuth/genetics

Genetic Algorithm in Python, which could be used for Sampling, Feature Select, Model Select, etc in Machine Learning

feature-engineering genetic-algorithm machine-learning model-selection sampling

Last synced: 14 May 2025

https://github.com/roberino/linqinfer

A lightweight and slightly experimental inference library for C# / LINQ

linq machine-learning neural-networks text-mining

Last synced: 26 Jul 2025

https://github.com/linhaowei1/clog

✌ CLoG: Benchmarking Continual Learning of Image Generation Models

continual-learning diffusion-models gan generative-model huggingface machine-learning stable-diffusion

Last synced: 28 Jul 2025

https://github.com/andreacossu/continuallearning-sequentialprocessing

Continual Learning with Gated Incremental Memories for Sequential Data Processing. IJCNN 2020. Continual Learning with Recurrent Neural Networks (RNNs) inspired by Progressive network architecture.

audioset continual-learning machine-learning pytorch recurrent-neural-networks rnn

Last synced: 14 Apr 2025

https://github.com/feedzai/feedzai-openml

API for Feedzai's Open Machine Learning that allows to integrate ML algorithms in Feedzai's platform.

api data-science feedzai machine-learning openml

Last synced: 30 Apr 2025

https://github.com/darribas/satellite_led_liverpool

Data and code for the paper "Remote Sensing-Based Measurement of Living Environment Deprivation - Improving Classical Approaches with Machine Learning", by Dani Arribas-Bel, Jorge Patiño and Juanca Duque

data machine-learning paper remote-sensing reproducibility socio-economic-indicators

Last synced: 10 Apr 2025

https://github.com/pydevcasts/travelai

TravelAI is a dedicated team focused on enhancing travel experiences with personalized AI-driven recommendations. We aim to simplify trip planning and make every journey memorable for our users.

cicd composition-api django-rest-framework docker graphana gunicorn machine-learning nginx pinia postgressql tailwind typescript vue-router vue3 vuejs

Last synced: 24 Oct 2025

https://github.com/federicobruzzone/master-courses

In this repository there are the notes of the Master's Degree in Computer Science @ UniMi

computer-science distributed-systems machine-learning programming-languages

Last synced: 15 Jun 2025

https://github.com/innolitics/pre-trained-keras-example

Example on how to use pre trained networks on new classification problems.

example keras machine-learning pre-trained python3 tensorflow

Last synced: 30 Apr 2025

https://github.com/ineelhere/curated

An open source project built with Streamlit on Python, that focuses on curating awesome resources for learning awesome skills.

computer-science git machine-learning open-source python streamlit streamlit-webapp

Last synced: 28 Oct 2025

https://github.com/amirabbasasadi/persianocr

Simple word-level OCR program for the Persian language based on Recurrent Neural Networks using Pytorch and OpenCV

image-processing machine-learning ocr ocr-recognition opencv python pytorch

Last synced: 15 Jun 2025

https://github.com/hengluchang/visualizing_contextual_vectors

Visualizing ELMo Contextual Vectors for Word Sense Disambiguation

elmo machine-learning nlp python visualization

Last synced: 04 Oct 2025

https://github.com/neel-dandiwala/lithium-batteries-rul-ann

An artificial neural network (ANN) based method is developed for achieving more accurate remaining useful life prediction of Lithium Ion batteries subject to condition monitoring. The ANN model takes the capacity attribute as a target against multiple measurement values as the inputs, and the life expectancy as the output.

lithium-ion-batteries machine-learning remaining-useful-life-prediction

Last synced: 21 Jun 2025

https://github.com/imsanjoykb/sales-and-marketing-analytics

This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behaviour.

churn-prediction customer-lifetime-value customer-segmentation machine-learning market-analysis market-response-model predicting-purchase predicting-sales uplift-modeling

Last synced: 30 Oct 2025

https://github.com/lintangwisesa/python_fundamental_datascience

Python 🐍 for Jr Data Scientist 📈📊📉

data-science machine-learning python

Last synced: 12 Sep 2025

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes deep-learning exploratory-data-analysis hyperparameter-tuning machine-learning machine-learning-algorithms pandas python scikit-learn visualization

Last synced: 06 Oct 2025

https://github.com/dbolya/parc

A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.

deep-learning machine-learning model-selection transfer-learning

Last synced: 11 Jul 2025

https://github.com/yfletberliac/mango

Question-Answering NLP model with character-level RNN (TensorFlow).

character-level-rnn deep-learning machine-learning nlp rnn tensorflow

Last synced: 06 Apr 2025

https://github.com/ksdkamesh99/ml-in-dava

The repository contains various python jupyter notebooks of predicting different medical diseases from various open source datasets.The following medical diseases predicted are cancer,,diabeties,kidney diseases,heart disease,liver diseases,spine disease using variou machine learning classification algorithms like KNN,Logistic Regression,Support Vector Machine,Decision Tree,Random Forest

decision-tree heatmap knn logistic-regression machine-learning medicine random-forest sklearn support-vector-machine

Last synced: 12 May 2025

https://github.com/howl-anderson/paddletokenizer

使用 PaddlePaddle 实现基于深度神经网络的中文分词引擎 | A DNN Chinese Tokenizer by Using PaddlePaddle

chinese chinese-tokenizer machine-learning nature-language-process neural-network nlp paddle paddlepaddle tokenizer tokenizer-framework

Last synced: 11 Jul 2025

https://github.com/jessecambon/data-science-sandbox

Code and resources to serve as a starting point for data science projects.

data-science data-visualization geospatial-analysis machine-learning nlp python r statistical-modeling statistics

Last synced: 21 Jul 2025

https://github.com/arafattehsin/sentimentanalyzer

This repo contains the source code of SentimentAnalyzer. It's an on-device (offline) open-source library to find out what customers think of your brand or topic by analyzing raw text for clues about positive or negative sentiment. Powered by ML.NET

automl dotnet hacktoberfest machine-learning mlnet sentiment-analysis

Last synced: 10 Sep 2025

https://github.com/aminkhani/deep-rl

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

artificial-intelligence atari2600 ddqn deep-learning deep-reinforcement-learning deep-rl deeprl dqn machine-learning policy-gradient proximal-policy-optimization reinforcement-learning

Last synced: 21 Jun 2025

https://github.com/zsxkib/qwen-image-macos

🎨 Native AI image generation for Apple Silicon with Qwen-Image. Lightning LoRA acceleration for fast 4–8 step runs. Zero Docker, just works.

ai apple-silicon cli-tool deep-learning diffusion image-generation lightning-lora m1 m2 m3 machine-learning macos mps python pytorch qwen

Last synced: 28 Feb 2026

https://github.com/takuti/stream-recommender

Experiments of item recommendation in a streaming environment

factorization machine-learning python recommender-system research

Last synced: 04 Mar 2026

https://github.com/tushar2704/streamlit-magic-cheat-sheets

Streamlit Magic Cheat Sheets- All of Streamlit in one Streamlit App!(Available in English, Français & Deutsch.)

data-science machine-learning python snowflake streamlit streamlit-tushar2704 tushar2704 webapp

Last synced: 27 Apr 2026

https://github.com/OutofAi/ChitChat

Modal LLM LLama.cpp based model deployment as part of series of Model as a Service (MaaS)

llamacpp llm llm-inference machine-learning mistral mistral-7b modelasservice modeldeployment openhermes serverless

Last synced: 11 Feb 2026

https://github.com/decargroup/closed_loop_koopman

Companion code for Closed-Loop Koopman Operator Approximation

control dynamical-systems koopman machine-learning system-identification

Last synced: 16 Oct 2025

https://github.com/kyegomez/teragpt

Train a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT

ai artificial-intelligence gpt4 machine-learning ml pytorch swarms torch zeta

Last synced: 26 Oct 2025

Machine learning Awesome Lists
awesome-scalability 920 awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 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 457 awesome-learning-resources 499 learn-ai-engineering 114 awesome-ai-tools 435 awesome-quant 142 awesome-mlops 314 Awesome-Geospatial 1,525 awesome-ai-ml-resources 130 awesome-opensource-ai 884 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 11,213 Uncategorized 8,079 Books 4,098 fl in top-tier journal 3,255 Scalability 2,953 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Vision 2,030 Repos 1,864 Table of Contents 1,787 Paper List 1,716 fl in top ml conference and journal 1,564 Blog Posts 1,560 Year 2022 1,444 Publications-and-Preprints 1,179 Articles & Blogs 1,158 Computational Information Geometry 1,071 Attack 1,071 Research Papers 1,032 Videos 1,012