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/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/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/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/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/milesgranger/pyrus-nn

Lightweight, easy to use, micro neural network framework written in Rust w/ no python dependencies

machine-learning neural-network neural-networks-from-scratch python rust rust-lang

Last synced: 20 Mar 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/codait/flight-delay-notebooks

Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

codait data-science elyra jupyter jupyter-notebook jupyterlab kfserving kubeflow-pipelines machine-learning

Last synced: 06 May 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/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/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/alexioannides/lime-interpretable-ml

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

data-science interpretability lime machine-learning numpy pandas pydata python scikit-learn

Last synced: 29 Oct 2025

https://github.com/georgeslabreche/opssat-smartcam

On November 8, 2020, this project achieved the first use of deep convolutional neural networks (CNN) on-board a spacecraft.

ai artificial-intelligence esa image-classification image-clustering k-means k-means-clustering kmeans kmeans-clustering machine-learning neural-network neural-networks space spacecraft tensorflow-lite tensorflow2

Last synced: 19 Feb 2026

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/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/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/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/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/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/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/thegreatherrlebert/ionmob

An open-source prediction framework for peptide ion collision cross section (CCS) values with python.

ccs collisional-cross-section deep-learning ion-mobility ion-mobility-spectrometry machine-learning mass-spectrometry proteomics pypi python-package

Last synced: 08 Oct 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 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

https://github.com/tslmy/politeness-estimator

A set of pre-trained machine-learning models that predict (im-)politeness scores in texts.

computational-linguistics machine-learning social-psychology

Last synced: 11 Oct 2025

https://github.com/amirabbasasadi/shotor

Free Persian Word Level OCR Dataset

dataset image-processing machine-learning nlp ocr

Last synced: 26 Feb 2026

https://github.com/viadee/javaanchorexplainer

Explains machine learning models fast using the Anchor algorithm originally proposed by marcotcr in 2018

ai algorithm anchor explainable-ai h2oai java machine-learning

Last synced: 13 Oct 2025

https://github.com/magenta/bach-doodle-visualization

Interactive visualizations for the Bach Doodle dataset

doodle interactive machine-learning visualization

Last synced: 18 Oct 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/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/rclement/datasette-ml

A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models

ai datasette datasette-plugin machine-learning mlops python scikit-learn sql sqlite

Last synced: 26 Oct 2025

https://github.com/ultralytics/.github

Ultralytics GitHub default .github repository.

ai computer-vision deep-learning hub machine-learning ml ultralytics yolo yolov5 yolov8

Last synced: 27 Oct 2025

https://github.com/sksoumik/AI-resources

Important machine learning / deep learning / Image Processing resources. blogs | courses | articles | tutorials | repositories | books | competition links

ai-learning-resource artificial-intelligence deep-learning machine-learning machine-learning-tutorials

Last synced: 01 Apr 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/djsutherland/igms

Implicit generative models and related stuff based on the MMD, in PyTorch

generative-models hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python pytorch statistical-tests

Last synced: 23 Apr 2025

https://github.com/markus-k/bisenetv2-tf2

BiSeNet V2 TensorFlow 2 Implementation capable of running on Edge TPUs

bisenetv2 edgetpu image-segmentation image-segmentation-tensorflow machine-learning python tensorflow2 tflite

Last synced: 12 Jul 2025

https://github.com/evernext10/hand-gesture-recognition-machine-learning

Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador

artificial-intelligence colombian-sign-language colombian-signal-language f1-score feature-extraction gesture hand knearest-neighbor-classifier knn-classification knn-classifier lsc machine-learning machinelearning neural-network precision preprocessing recall recognition signal-processing support-vector-machines

Last synced: 22 Apr 2025

https://github.com/ovshake/cobra

Code for COBRA: Contrastive Bi-Modal Representation Algorithm (https://arxiv.org/abs/2005.03687)

contrastive-learning cross-modal machine-learning pytorch representation-learning

Last synced: 07 Mar 2026

https://github.com/hoangsonww/customizable-ai-chatbot

🧬 Build your own conversational AI in minutes (or seconds!) with this customizable chatbot template, utilizing modern technologies like Next.js, Tailwind CSS, RAG, Pinecone, and powerful LLM/GenAI APIs (with chunk streaming!) including OpenAI, Fireworks AI, and Anthropic AI. Time to unleash your creativity and transform ideas into reality! 🚀

airflow anthropic artificial-intelligence fireworks fullstack-development machine-learning natural-language-processing next nextjs nlp openai pinecone rag responsive-design retrieval-augmented-generation tailwindcss transformers typescript vector vercel

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/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/plstcharles/thelper

Training framework & tools for PyTorch-based machine learning projects.

data-augmentation data-loader deep-learning machine-learning models pytorch training

Last synced: 18 Mar 2025

https://github.com/bobmcdear/attention-in-vision

PyTorch implementation of popular attention mechanisms in vision

attention computer-vision deep-learning machine-learning pytorch

Last synced: 13 Apr 2025

https://github.com/pfnet-research/chainer-differentiable-mpc

Differentiable MPC in Chainer, developed as part of PFN summer internship 2019.

chainer deep-learning lqr machine-learning model-predictive-control mpc optimal-control trajectory-optimization

Last synced: 27 Feb 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/microsoft/internet-in-a-box

Enabling data-informed network simulation

machine-learning network-measurement network-simulation

Last synced: 02 May 2026

https://github.com/sominw/vqamd_floyd

Visual Question Answering through modal dialogue + API

deep-learning deep-neural-networks floydhub machine-learning visual-question-answering

Last synced: 05 May 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/sforaidl/playground

A python library consisting of pipelines for visual analysis of different sports using Computer Vision and Deep Learning.

computer-vision deep-learning machine-learning python pytorch sports-analytics

Last synced: 20 Jun 2025

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

Python client for txtai

machine-learning nlp python search

Last synced: 31 Oct 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/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/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/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/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/rubixml/dota2

Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

classifier cross-validation data-science dota dota2 machine-learning machine-learning-tutorial naive-bayes naive-bayes-algorithm naive-bayes-classifier php php-machine-learning php-ml prediction rubix-ml

Last synced: 30 Jul 2025

https://github.com/sjkaliski/infer-lambda-api

Deploy an Image Recognition API using Go, Terraform, Lambda, and API Gateway.

aws aws-lambda go golang lambda machine-learning tensorflow terraform

Last synced: 26 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/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/mleveryday/mleveryday.github.io

machine learning everyday website

deep-learning machine-learning

Last synced: 31 Jan 2026

https://github.com/noahgift/boston_housing_pickle

An example repo that pickles out a sklearn model

coursera duke machine-learning mids pickle python sklearn

Last synced: 28 Oct 2025

https://github.com/DhiriaDev/TIMEX

Library for time-series-forecasting-as-a-service.

forecasting forecasting-a-a-service machine-learning time-series

Last synced: 01 Apr 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/yashksaini-coder/floraloracle--iris-inference-hub

The Objective is to combine the Prediction & classification scenarios of Machine Learning algorithms on the morphological Flower dataset

classification data-science jupyter-notebook machine-learning machine-learning-algorithms machinelearning prediction-model python3 scikit-learn scikitlearn-machine-learning

Last synced: 11 Apr 2025

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/bushuhui/machinelearning_notebook

Notebooks for machine learning

machine-learning python pytorch sklearn

Last synced: 16 Jan 2026

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/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/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/jenkinsci/machine-learning-plugin

A Jenkins plugin that helps to ease the Machine Learning workflow .

ci jenkins machine-learning

Last synced: 30 Sep 2025