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/microsoft/presidio-research

This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.

deep-learning flair machine-learning named-entity-recognition natural-language-processing ner nlp pii privacy spacy transformers

Last synced: 12 Apr 2025

https://github.com/thousandbrainsproject/tbp.monty

Monty is a sensorimotor learning framework based on the thousand brains theory of the neocortex.

machine-learning sensorimotor-inference sensorimotor-learning thousandbrainsproject

Last synced: 05 Mar 2026

https://github.com/oist/usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

cell-biology cell-segmentation keras machine-learning mask-rcnn matplotlib python3 resnet-101 tensorflow tracking trackpy visualization

Last synced: 26 Jan 2026

https://github.com/drakearch/kaggle-courses

Kaggle courses and tutorials to get you started in the Data Science world.

data-science deep-learning machine-learning pandas python

Last synced: 16 Apr 2025

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 13 Jul 2025

https://github.com/m-clark/Miscellaneous-R-Code

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip

Last synced: 14 Mar 2025

https://github.com/despoisj/latentspacevisualization

Visualization techniques for the latent space of a convolutional autoencoder in Keras

autoencoder deep-learning machine-learning neural-network visualization

Last synced: 22 Aug 2025

https://github.com/waikato/wekadeeplearning4j

Weka package for the Deeplearning4j java library

data-mining deeplearning deeplearning4j machine-learning weka

Last synced: 06 Apr 2025

https://github.com/j3soon/tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

machine-learning parser plot python pytorch reader tensorboard tensorboardx tensorflow

Last synced: 04 Apr 2025

https://github.com/m-clark/miscellaneous-r-code

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip

Last synced: 13 Apr 2025

https://github.com/transitive-bullshit/scikit-learn-ts

Powerful machine learning library for Node.js – uses Python's scikit-learn under the hood.

ai machine-learning ml scikit-learn sklearn sklearn-library

Last synced: 04 Apr 2025

https://github.com/amusi/daily-question

每日一题(涉及但不仅限于机器学习、深度学习和计算机视觉等方向)

computer-vision deep-learning machine-learning nerual-network

Last synced: 01 Apr 2026

https://github.com/binary-husky/hmp2g

Multiagent Reinforcement Learning Research Project

machine-learning reinforcement-learning-algorithms simulation

Last synced: 30 Jul 2025

https://github.com/rocm/mivisionx

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 16 May 2025

https://github.com/textvec/textvec

Text vectorization tool to outperform TFIDF for classification tasks

machine-learning natural-language-processing nlp python text-analysis text-classification text-processing tf-idf

Last synced: 05 Apr 2025

https://github.com/coqui-ai/Trainer

🐸 - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 19 Jul 2025

https://github.com/can1357/simple_cnn

Simple Convolutional Neural Network Library

cnn convolutional-neural-networks machine-learning neural-network

Last synced: 11 Jul 2025

https://github.com/Gradiant/pyodi

Python Object Detection Insights

computer-vision deep-learning machine-learning object-detection

Last synced: 05 Apr 2025

https://github.com/drscotthawley/ml-audio-start

Suggestions for those interested in developing audio applications of machine learning

audio career-development machine-learning students tutorials

Last synced: 13 Oct 2025

https://github.com/olafenwamoses/idenprof

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

ai-systems computer-vision datasets humans idenprof-dataset identifying-people image-classification image-recognition images machine-intelligence machine-learning machine-vision people professionals

Last synced: 16 Mar 2026

https://github.com/hsokooti/RegNet

Nonrigid image registration using multi-scale 3D convolutional neural networks

convolutional-neural-networks image-registration machine-learning medical-image-processing tensorflow

Last synced: 09 May 2025

https://github.com/ljk628/ML-Systems

papers on scalable and efficient machine learning systems

convolutional-neural-networks deep-learning distributed-computing machine-learning optimization

Last synced: 06 May 2025

https://github.com/geometalab/OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow

Last synced: 07 Apr 2025

https://github.com/googlecreativelab/beat-blender

Blend beats using machine learning to create music in a fun new way.

deeplearnjs javascript machine-learning music tensorflow vae

Last synced: 03 Apr 2025

https://github.com/bshaw2019/Crypto_Trader

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

cryptocurrency-trader machine-learning poloniex portfolio-optimization reinforcement-learning sentiment-analysis technical-analysis

Last synced: 19 Jul 2025

https://github.com/slinderman/stats320

STATS320: Statistical Methods for Neural Data Analysis

machine-learning neural-data statistical-methods

Last synced: 20 Aug 2025

https://github.com/lingdong-/handpose-facemesh-demos

🎥🤟 8 minimalistic templates for tfjs mediapipe handpose and facemesh

computer-vision handpose machine-learning mediapipe networking p5js tensorflowjs threejs

Last synced: 09 Oct 2025

https://github.com/OlafenwaMoses/IdenProf

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

ai-systems computer-vision datasets humans idenprof-dataset identifying-people image-classification image-recognition images machine-intelligence machine-learning machine-vision people professionals

Last synced: 09 May 2025

https://github.com/doubangotelecom/ultimatemrz-sdk

Machine-readable zone/travel document (MRZ / MRTD) detector and recognizer using deep learning

ai android android-app artificial-intelligence deep-learning machine-learning mrtd mrz mrz-lines ocr raspberry-pi sdk tesseract-ocr ultimatemrz-sdk

Last synced: 04 Apr 2025

https://github.com/Dyakonov/ml_hacks

Приёмы в машинном обучении

machine-learning ml python

Last synced: 19 Jul 2025

https://github.com/bilal2vec/L2

l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust

ai broadcasting machine-learning rust tensor

Last synced: 14 Jul 2025

https://github.com/hironsan/hatesonar

Hate Speech Detection Library for Python.

hate-speech machine-learning natural-language-processing python

Last synced: 16 May 2025

https://github.com/tristanbilot/mlx-benchmark

Benchmark of Apple MLX operations on all Apple Silicon chips (GPU, CPU) + MPS and CUDA.

apple-silicon benchmark deep-learning machine-learning mlx pytorch

Last synced: 13 Sep 2025

https://github.com/maja601/EuroCrops

The official repository for the EuroCrops dataset.

agriculture dataset deep-learning machine-learning opendata sentinel-2

Last synced: 07 May 2025

https://github.com/mozilla/translations

The code, training pipeline, and models that power Firefox Translations

machine-learning machine-translation ml neural-machine-translation

Last synced: 12 Apr 2025

https://github.com/khanhnamle1994/neural-nets

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

deep-learning machine-learning neural-network

Last synced: 08 May 2025

https://github.com/basicv8vc/Python-Machine-Learning-zh

Python机器学习,机器学习入门首选。

machine-learning python scikit-learn

Last synced: 06 May 2025

https://github.com/LingDong-/handpose-facemesh-demos

🎥🤟 8 minimalistic templates for tfjs mediapipe handpose and facemesh

computer-vision handpose machine-learning mediapipe networking p5js tensorflowjs threejs

Last synced: 12 Apr 2026

https://github.com/catalyst-team/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 03 Mar 2025

https://github.com/intelligo-mn/neuro

🔮 Neuro.js is machine learning library for building AI assistants and chat-bots.

ai ai-assistants bot chat-bot chat-bots chatbot machine-learning natural-language-processing nlp nodejs

Last synced: 04 Apr 2025

https://github.com/lightforever/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 20 Aug 2025

https://github.com/olrea/openai-cpp

OpenAI C++ is a community-maintained library for the Open AI API

artificial-intelligence chatgpt chatgpt-api chatgpt3 cpp cpp11 machine-learning openai openai-api

Last synced: 28 Apr 2025

https://github.com/seg/2016-ml-contest

Machine learning contest - October 2016 TLE

contest data-science fun geophysics geoscience machine-learning

Last synced: 19 Jul 2025

https://github.com/dlab-berkeley/Machine-Learning-in-R

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

cluster decision-trees dlab-berkeley lasso machine-learning pca random-forest superlearner tutorial xgboost

Last synced: 26 Apr 2025

https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: 26 Dec 2025

https://github.com/sony/sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

bayesian deep-generative-model generative-model gumbel-softmax machine-learning pytorch vae variational-autoencoder vector-quantization vq-vae

Last synced: 21 Aug 2025

https://github.com/Eaphan/GLENet

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation [IJCV2023]

3d-object-detection generative-model machine-learning probabilistic-models uncertainty-estimation

Last synced: 20 Mar 2025

https://github.com/ROCm/MIVisionX

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 18 Jul 2025

https://github.com/csong27/membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

machine-learning privacy

Last synced: 10 May 2025

https://github.com/pbiecek/ema

Explanatory Model Analysis. Explore, Explain and Examine Predictive Models

examine explain explanatory-model-analysis explore machine-learning model-visualization predictive-models xai

Last synced: 09 Apr 2025

https://github.com/cheng-li/pyramid

Open source Machine Learning library written in Java

gradient-boosting java machine-learning machine-learning-library multi-label-classification

Last synced: 13 Mar 2026

https://github.com/safwank/Numerix

A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning

linear-algebra machine-learning math statistics

Last synced: 30 Mar 2025

https://github.com/parisneo/gpt4all-webui

A web user interface for GPT4All

machine-learning natural-language-processing

Last synced: 03 Apr 2025

https://github.com/natlibfi/annif

Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.

annif annotation-tool classification code4lib connexion flask-application glam machine-learning multilabel-classification python rest-api subject-indexing text-classification

Last synced: 04 Apr 2025

https://github.com/joeymeyer/raspberryturk

The Raspberry Turk is a robot that can play chess—it's entirely open source, based on Raspberry Pi, and inspired by the 18th century chess playing machine, the Mechanical Turk.

3d-printing chess computer-vision data-science machine-learning raspberry-pi robotics

Last synced: 12 May 2025

https://github.com/tbepler/topaz

Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.

cnn cryo-em cryoem denoising machine-learning object-detection particle-picking positive-unlabeled pytorch topaz topaz-denoise topaz-em

Last synced: 08 Apr 2025

https://github.com/WenjieDu/TSDB

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

classification data-mining database deep-learning forecasting imputation machine-learning partially-observed-time-series time-series time-series-analysis time-series-database time-series-datasets

Last synced: 01 Apr 2025

https://github.com/nadavbh12/Retro-Learning-Environment

The Retro Learning Environment (RLE) -- a learning framework for AI

dqn game-engine machine machine-learning reinforcement-learning

Last synced: 04 May 2025

https://github.com/softwareag/nyoka

Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

lightgbm machine-learning nyoka pmml pmml-exporter python python-library scikit-learn statsmodels xgboost

Last synced: 04 Apr 2025