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/omarsar/nlp_research

🔥 Summary of interesting NLP Papers and Research (Fast and easy reads!) 🔥

artificial-intelligence data-science deep-learning machine-learning nlp

Last synced: 13 Feb 2026

https://github.com/saikatkumardey/aidoc

A simple CLI tool to generate documentation for your Python projects automatically.

documentation-generator machine-learning openai python

Last synced: 05 Apr 2026

https://github.com/justinzm/rag_course

此存储库展示了用于检索增强生成(RAG)系统的各种先进技术。RAG 系统将信息检索与生成模型相结合,以提供准确且上下文丰富的响应。

embeddings langchain llm machine-learning nlp qdrant qdrant-client rag retrieval-augmented-generation

Last synced: 04 Mar 2026

https://github.com/hypnosnova/ai

对吴恩达的深度学习课进行整理

ai deep-learning machine-learning makedown neural-network notes

Last synced: 01 Mar 2026

https://github.com/mj10/style

Deep Learning based Artistic Style Transfer on Android using TensorFlow

android convolutional-neural-networks kotlin machine-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/mlshukai/pamiq-core

Framework for building AI agents with real-time adaptive learning capabilities.

adaptive-learning agent ai ami autonomous-agents autonomous-machine-intelligence framework machine machine-learning ml python real-time

Last synced: 12 Jun 2025

https://github.com/aymane-maghouti/big-data-project

This project aims to predict smartphone prices using a combination of batch and stream processing techniques in a Big Data environment. The architecture follows the Lambda Architecture pattern, providing both real-time and batch processing capabilities to users.

apache-airflow apache-kafka apache-spark batch-processing big-data-projects hbase hdfs ingestion java lambda-architecture machine-learning postgresql-database powerbi pyspark python spring-boot streaming

Last synced: 29 Oct 2025

https://github.com/tylerjpike/oos

Out-Of-Sample Time Series Forecasting: OOS introduces a comprehensive framework for time series forecasting with traditional econometric and modern machine learning techniques.

econometrics forecast-combination forecasting machine-learning

Last synced: 23 Feb 2026

https://github.com/neurodata/value-of-ood-data

The value of out-of-distribution data (ICML 2023)

computer-vision machine-learning ood-generalization statistical-learning

Last synced: 25 Apr 2025

https://github.com/donkirkby/zero-play

Teach a computer to play any game.

alphazero board-game-framework board-games machine-learning

Last synced: 06 Oct 2025

https://github.com/seungjaeryanlee/magnet

Machine Learning Methods for Magnetic Modeling

dataset machine-learning magnetics modeling

Last synced: 06 Oct 2025

https://github.com/aryanxxvii/lark

Speech Assessment API in FastAPI with Hugging Face 🤗

fastapi huggingface llm machine-learning phoneme-recognition pronunciation speech-recognition wav2vec2

Last synced: 13 Oct 2025

https://github.com/adversing/hf-model-checker

A tool to analyze HuggingFace models and determine their compatibility with your system's resources.

artificial-intelligence cli-tool heuristic-classification huggingface llm lora machine-learning python

Last synced: 12 Apr 2025

https://github.com/teddyoweh/college-students-clustering

Implementing Kmeans on a College Students database based on their iq and cgpa and using creating linear regression model to predict the clusters students belong to

algorithm-challenges kmeans-clustering kmeans-clustering-algorithm linear-regression machine-learning machine-learning-algorithms

Last synced: 09 Apr 2025

https://github.com/popcornell/tfelm

An experimental API for Extreme Learning machines Neural Networks made with TensorFlow.

api elm extreme-learning-machine machine-learning neural-network random-projections tensorflow

Last synced: 12 Apr 2025

https://github.com/azure/mlops-starter-sklearn

Azure Machine Learning と GitHub を利用した MLOps のサンプルコード

azure azure-machine-learning devops machine-learning microsoft mlops mypy pytest python responsible-ai scikit-learn

Last synced: 04 Sep 2025

https://github.com/skyworld117/dianoiaml.jl

A Keras-like experimental Deep Learning framework in Julia 1.6

deep-learning gan genetic-algorithm julia keras machine-learning resnet

Last synced: 11 Dec 2025

https://github.com/torchql/torchql

TorchQL is a query language for Python-based machine learning models and datasets.

machine-learning ml python-package pytorch query-language

Last synced: 14 Jan 2026

https://github.com/getumen/go-treelite

treelite runtime binding in Go

golang machine-learning

Last synced: 22 Jan 2026

https://github.com/neelsomani/literature

Literature card game implementation: https://en.wikipedia.org/wiki/Literature_(card_game)

artificial-intelligence card-game machine-learning neural-network q-learning

Last synced: 09 Apr 2025

https://github.com/ieasybooks/kunnashat

مجموعة من الكُنَّاشات على Google Colab تسمح للمستخدمين بأداء المهام بشكل أسرع

ffmpeg google-colab machine-learning media-processing nlp notebooks python

Last synced: 12 Oct 2025

https://github.com/viacheslavdanilov/oct_segmentation

This repository is dedicated to the segmentation of optical coherence tomography (OCT) images and the analysis of the plaques that appear on them

deep-learning image-processing machine-learning medical-imaging segmentation

Last synced: 17 Jun 2026

https://github.com/zmh-program/z-rlsnake

🐍 A snake game using Pytorch and Numpy (old-version using Pygame). 🐍 基于pytorch和numpy的贪吃蛇强化学习模型

deep-reinforcement-learning dqn machine-learning ppo pygame pytorch pytorch-dqn pytorch-ppo

Last synced: 13 Apr 2025

https://github.com/niklaspfister/adaxt

adaXT: tree-based machine learning in Python

data-analysis decision-trees machine-learning statistics tree-ensembles

Last synced: 31 Oct 2025

https://github.com/billy-enrizky/pytorch-handwritten-digit-recognition

🚀 PyTorch Handwritten Digit Recognition 🤖 Discover the world of machine learning with our PyTorch Handwritten Digit Recognition project! 🔍 Data Exploration Explore the MNIST dataset with 60,000 training images and 10,000 testing images. 📦 Data Preparation Effortlessly set up and import the dataset using PyTorch and torchvision.

cnn convolutional-neural-network digit-recognition machine-learning pytorch

Last synced: 11 Jun 2026

https://github.com/tuarua/windows-ml-ane

This is a Windows AIR Native Extension to test Windows Machine Learning

actionscript adobe-air air-native-extensions csharp machine-learning uwp

Last synced: 14 Apr 2025

https://github.com/just-nilux/freqtrade_questdb

Freqtrade consumer strategy to receive the dataframes of producers and store them in QuestDB for storage or further processing

artificial-intelligence freqtrade freqtrade-strategies machine-learning mindsdb modeling prediction questdb

Last synced: 29 Mar 2025

https://github.com/volker48/numeraicb

Keras callback to calculate Numerai consistency during training

deep-learning keras machine-learning neural-network numerai

Last synced: 13 May 2025

https://github.com/afranzi/mlflow-workshop

First steps to interact with MLflow (mlflow.org)

machine-learning mlflow mlflow-tracking-server

Last synced: 02 Jan 2026

https://github.com/dachosen1/formulaic

Dynamic Generation and Quality Checks of Formula Objects

cran formula-objects formula-parser machine-learning quality-check r statistical-models

Last synced: 14 Apr 2025

https://github.com/rgklab/detectron

Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"

distribution-shift machine-learning pytroch two-sample-test xgboost

Last synced: 08 Apr 2026

https://github.com/tsg405/applied-machine-learning-in-python

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]

applied-machine-learning assignment classification coursera data-science fruit-dataset machine-learning matplotlib-pyplot numpy pandas python quiz regression scikit-learn scipy seaborn supervised-machine-learning university-of-michigan unsupervised-machine-learning

Last synced: 14 Apr 2025

https://github.com/n-sapkota/fault-detection-wind-turbine

Wind turbine fault detection using one class SVM

fault-detection machine-learning pca-analysis python wind-turbines

Last synced: 28 Jul 2025

https://github.com/winvector/wvpy

Tools to convert from Jupyter notebooks to and from Python .py files, and render.

datascience machine-learning python python3

Last synced: 13 Apr 2025

https://github.com/saptakbhoumik/tinyvision

TinyVision is an evolving project focused on designing ultra-lightweight image classification models with minimal parameter counts. The goal is to explore what’s actually necessary for fundamental vision tasks by combining handcrafted feature preprocessing with highly efficient CNN architectures.

computer-vision machine-learning python python3 pytorch vision

Last synced: 16 Aug 2025

https://github.com/hugotini/debugtshow

Visualize PyTorch tensors from VS Code debugger

debug debugger extension machine-learning plot python pytorch tensor visualization vscode

Last synced: 17 Aug 2025

https://github.com/audeering/auglib

Data augmentation for audio

audio augmentation machine-learning

Last synced: 10 Jun 2025

https://github.com/hoangsonww/ai-ml-classifiers

🌟 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes.

ai ai-classifier animal-classification artificial-intelligence classification classifier face-recognition keras keras-tensorflow machine-learning mood-detection ocr opencv python tensorflow tesseract vehicle-classification vehicle-detection

Last synced: 11 Apr 2025

https://github.com/bhattbhavesh91/pixellib-tutorial

Learn how to change background efficiently and easily by just using 3-4 lines of code using Python's Pixellib library that uses Deeplab's pre-trained Deep Learning model.

computer-vision deep-learning deeplab deeplabv3 instance-segmentation machine-learning maskr-cnn pixellib tensorflow video-segmentation

Last synced: 17 Apr 2025

https://github.com/zhebrak/neural_composer

Composing music with neural network

machine-learning music neural-network python

Last synced: 24 Mar 2025

https://github.com/bfortuner/zoosearch

Search engine for machine learning models and datasets

data-science deep-learning fusejs machine-learning react

Last synced: 23 Oct 2025

https://github.com/azure/rai-vnext-preview

A Repository for the public preview of Responsible AI in AML vNext

azuremachinelearning azureml machine-learning

Last synced: 04 Jul 2025

https://github.com/shresth26/30-days-of-ml

Challenge to do Machine Learning projects for 30 days in a row

deep-learning machine-learning projects python statistics

Last synced: 14 Apr 2025

https://github.com/janasunrise/anime-face-generation-dcgan

An interesting and special GAN method consisting of convolutional layers to generate pixel perfect anime images.

deep-learning hacktoberfest machine-learning python pytorch

Last synced: 14 Apr 2025

https://github.com/tonyduan/hte-prediction-rcts

Predicting treatment effects from RCTs (Circulation: CQO 2019).

causal-inference epidemiology machine-learning

Last synced: 10 Apr 2025

https://github.com/hectorpulido/evolutionary-neural-bots-on-survival-shooter

Evolutionary Neural Networks on unity for bots Tool example

genetic-algorithm machine-learning unity

Last synced: 16 Apr 2025

https://github.com/labrijisaad/twitter-sentiment-analysis-with-python

I aim in this project to analyze the sentiment of tweets provided from the Sentiment140 dataset by developing a machine learning sentiment analysis model involving the use of classifiers. The performance of these classifiers is then evaluated using accuracy and F1 scores.

accuracy-score bernoulli-naive-bayes confusion-matrix f1-score lemmatization logistic-regression machine-learning nlp roc-auc-curve sentiment-analysis sentiment140-dataset stemming support-vector-machine tokenization twitter-sentiment-analysis

Last synced: 08 Apr 2025

https://github.com/Luciennnnnnn/liif-lightning-hydra

An reimplement of liif(Learning Continuous Image Representation with Local Implicit Image Function) using lightning+hydra

deep-learning hydra implicit-neural-representation machine-learning pytorch-lightning super-resolution

Last synced: 08 May 2025

https://github.com/alpacatechjp/backlight

Shine light on backtesting performances of machine learning models

backtesting finance machine-learning

Last synced: 24 Apr 2025

https://github.com/shuai-xie/linear-regression

机器学习实验 - 线性回归 - 预测连续值

machine-learning matlab

Last synced: 01 May 2025

https://github.com/mmulet/jellyml

JellyML is an open-source tool (python API and command line) for effortlessly embedding a snapshot of your code into a checkpoint of a pytorch (and pytorch lightning) model.

git machine-learning pytorch pytorch-lightning

Last synced: 25 Aug 2025

https://github.com/kehaowu/dailypython

python日报,每天分享5篇精选python好文

data-science data-visualization machine-learning python

Last synced: 10 Mar 2026

https://github.com/tillahoffmann/localscope

Restrict the scope of functions for reproducible code execution and peace of mind.

jupyter machine-learning python reproducibility research

Last synced: 21 Mar 2025

https://github.com/giovcandido/prototypical-networks

Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.

few-shot-learning machine-learning mini-imagenet omniglot prototypical-networks python3 pytorch-implementation

Last synced: 17 Feb 2026

https://github.com/bloomberg/fast-noise-aware-topic-clustering

Research code and scripts used in the Silburt et al. (2021) EMNLP 2021 paper 'FANATIC: FAst Noise-Aware TopIc Clustering'

clustering emnlp emnlp2021 machine-learning nlp python topic-noise

Last synced: 30 Oct 2025

https://github.com/pmocz/nestedsampling-python

Apply the Nested Sampling Monte Carlo algorithm to fit exoplanet radial velocity data and estimate the posterior distribution of the model parameters

astrophysics machine-learning nested-sampling radial-velocities scientific-computing tutorial

Last synced: 12 Apr 2025

https://github.com/makseq/testarium

Research tool to perform science experiments

experiment git machine-learning organize repository research tool

Last synced: 17 Dec 2025

https://github.com/hassan11196/ml-model-ship-and-deploy

How to properly ship and deploy your machine learning model with FastAPI, Docker, and GitHub Actions

docker docker-image fastapi hacktoberfest machine-learning ml python uvicorn

Last synced: 07 Mar 2026

https://github.com/getyourguide/ddataflow

A tool to help you to test and develop pyspark code with sampled and local data

machine-learning python spark

Last synced: 27 Oct 2025

https://github.com/aamend/pathogen

The rooster crows immediately before sunrise, the rooster causes the sun to rise

big-data bigdata causation contagion correlation datascience fcm graph graphx machine-learning spark

Last synced: 09 Sep 2025

https://github.com/robflynnyh/hydra-linear-attention

Implementation of: Hydra Attention: Efficient Attention with Many Heads (https://arxiv.org/abs/2209.07484)

attention efficient-attention linear-attention machine-learning transformers

Last synced: 27 Apr 2025

https://github.com/vanditg/comp-sci-7314---introduction-to-statistical-machine-learning

This repository contains assignments solutions for one of my postgraduate subjects of COMP SCI 7314 - Introduction to Statistical Machine Learning. The programming language is Python.

classification google-colab jupyter-notebook machine-learning postgraduate-subjects python statistical-machine-learning support-vector-machines svm-classifier

Last synced: 04 Apr 2025

https://github.com/bradleyboehmke/random-forest-training

Materials for Random Forests training

machine-learning r random-forest

Last synced: 13 Apr 2025

https://github.com/andi611/conditional-specgan-tensorflow

Text-to-Speech Synthesis by Generating Spectrograms using Generative Adversarial Network

audio-synthesis conditional-gan digital-signal-processing gan librosa machine-learning nlp nlp-machine-learning tensorflow tts

Last synced: 13 Apr 2025

https://github.com/henryliuw/gradient-adversarial-transformation-network

enhanced adversarial attack algorithm based on Adversarial Transformation Network(ATN)

adversarial-attacks machine-learning

Last synced: 21 Jun 2025

https://github.com/ibm-cloud/iot-device-phone-simulator

A web application which acts as an IoT device when loaded in a smart phone browser. The data from the sensors are then used for Anomaly detection.

anomaly-detection cloud data-science datascience gyroscope-data ibm-cloud-solutions internet-of-things iot iot-device machine-learning mobile-web

Last synced: 11 Jul 2025

https://github.com/labbeti/sslh

Deep Semi-Supervised Learning with Holistic methods for audio classification.

audio-classification deep-learning machine-learning pytorch pytorch-lightning semi-supervised

Last synced: 08 May 2025

https://github.com/openclimatefix/ocf_datapipes

OCF's DataPipe based dataloader for training and inference

dataset deep-learning machine-learning pytorch

Last synced: 13 Apr 2025

https://github.com/anasfik/replicate

A community-maintained Dart client package for Replicate.com, this package let you interact with Replicate.com APIs and create predictions from the available machine learning models.

ai api artificial-intelligence cloud-based dart dart-package machine-learning replicate replicate-data stable-diffusion

Last synced: 10 Apr 2025

https://github.com/squidkid-deluxe/qtradex-algo-trading-sdk

A powerful and flexible Python framework for designing, backtesting, optimizing, and deploying algotrading bots - LET THE EXECUTIONS BEGIN!

ai algorithm-development algorithmic-trading algorithmic-trading-engine backtesting backtesting-engine crypto defi forex machine-learning optimization python quantitative-finance sdk-python signal-processing trading-platform

Last synced: 13 May 2026