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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/ukjin1192/tensorflow-minesweeper

Proof of concept for using TensorFlow to improve AI at this Minesweeper game

machine-learning minesweeper-game tensorflow tensorflow-experiments

Last synced: 24 Oct 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/pablonoya/dominantcolors

Extract dominant colors from an image using K-means and adjust them to have a defined contrast ratio

dominant-colours-recognition machine-learning python

Last synced: 18 Mar 2025

https://github.com/akoury/ml-helper

Python library with helpers to speed up and structure machine learning projects.

data data-visualization machine-learning ml python scikit-learn sklearn

Last synced: 24 Oct 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/alexvzyl/radar

📡 Techniques and algorithms implemented for my Master's thesis. Includes radar signal processing, waveform optimization, machine learning and more.

cnn doppler-effect fopen julia machine-learning masters masters-thesis multipath optimization radar

Last synced: 30 Oct 2025

https://github.com/stabgan/multiple-linear-regression

Implementation of Multiple Linear Regression both in Python and R

linear machine-learning model multiple regression

Last synced: 20 Jul 2025

https://github.com/iterative/features

A collection of development container 'features' for machine learning and data science

data-science dvc features machine-learning

Last synced: 18 Jun 2025

https://github.com/bigbio/pir

Estimation of isoelectric point of peptides and proteins using support vector machines (SVM).

isoelectric-point machine-learning peptides proteins

Last synced: 17 Jan 2026

https://github.com/developer-student-clubs/dataxchange

Welcome to DataScience Collaborative, a community-driven data science project where data enthusiasts, analysts, and machine learning practitioners come together to collaborate on data analysis tasks and projects. Whether you're a seasoned data scientist or just getting started with data analysis, this is the place to learn, contribute, and grow you

data-sciense dataanalysis hacktoberfest machine-learning

Last synced: 23 Jun 2025

https://github.com/utrechtuniversity/animal-sounds

Python modules for detecting Chimpanze sounds in bioacoustic datasets using machine learning and deep learning.

audio-processing deep-learning machine-learning speech utrecht-university

Last synced: 14 Jul 2025

https://github.com/alishdipani/machine-learning-concepts

This repository contains explanations and implementations for various Machine Learning and Deep Learning concepts

deep-learning hacktoberfest machine-learning

Last synced: 03 Jul 2025

https://github.com/btobab/Machine-Learning-notes

A series of the ML formula derivation notes

ai derivation formula machine-learning notes python3 tex

Last synced: 11 Mar 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/guslovesmath/llama3_macsilicon

Repository for running LLMs efficiently on Mac silicon (M1, M2, M3). Features Jupyter notebook for Meta-Llama-3 setup using MLX framework, with install guide & perf tips. Aims to optimize LLM performance on Mac silicon for devs & researchers.

apple llama3 llms mac machine-learning

Last synced: 11 Mar 2026

https://github.com/chrislemke/sk-transformers

A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠

data-science feature-engineering feature-selection machine-learning pandas preprocessing python scikit-learn scikit-learn-pipelines scikit-learn-transformer

Last synced: 17 Jun 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/felixmohr/nlp-with-python

Using Conditional Random Fields for segmenting Latin words written in scriptio continua

conditional-random-fields latin machine-learning nlp

Last synced: 07 May 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/dilzilla/llamasum

Simple Summarizer Tool using Llama 3 8b.

ai llama3 llm machine-learning macosx summarization

Last synced: 04 Jul 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/ucsd-progsys/nate

Learning to Blame Type Errors from Novice Mistakes

machine-learning novice ocaml type-erasure

Last synced: 14 Apr 2025

https://github.com/kuroko1t/gdeep

simple golang deep learning framework

deep-learning deeplearning go golang machine-learning machinelearning

Last synced: 02 Aug 2025

https://github.com/izam-mohammed/legal-advisor-llm

Python-based Legal Advisor harnesses the power of advanced Language Models for comprehensive legal guidance 📚. Uses LLM internally to give legal advices 🚀

langchain legal-documents llm machine-learning python

Last synced: 25 Jul 2025

https://github.com/aimat-lab/nnsformd

Neural network class for molecular dynamics to predict potential energy, forces and non-adiabatic couplings.

ab-initio-simulations excited-states machine-learning molecular-dynamics neural-network potentials

Last synced: 03 Feb 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/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/kyegomez/heptapodlm

An Implementation of an Transformer model that generates tokens non-linearly all at once like the heptapods from Arrival

artificial-intelligence attention-is-all-you-need attention-mechanism gpt4 machine-learning transformer

Last synced: 02 Aug 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/fardinhash/machine-learning-roadmap

Welcome to the Machine Learning Roadmap! This comprehensive guide will take you from the basics to becoming proficient in machine learning. Whether you're a beginner or looking to expand your skills, this roadmap will provide you with a structured path to follow.

complete-machine-learning-roadmap learn-machine-learning machine-learning machine-learning-practice machine-learning-roadmap machinelearning ml-learning ml-roadmap

Last synced: 08 Mar 2026

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/statusneo/statusneo-101

A repository meant for sharing bootstrap knowledge on key technologies and frameworks StatusNeo excels in.

amazon-web-services cloud-computing cloudformation datadog git knowledge-sharing machine-learning maven open-source statusneo terraform

Last synced: 17 Sep 2025

https://github.com/pietroglyph/mox

Classifying, and physically sorting, Magic: The Gathering cards with machine learning

classification faster-rcnn machine-learning magic-the-gathering ocr scryfall tensorflow

Last synced: 01 Aug 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/audeering/auglib

Data augmentation for audio

audio augmentation machine-learning

Last synced: 10 Jun 2025

https://github.com/iusztinpaul/machine-learning-blog

Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.

machine-learning mlops python sklearn tutorials

Last synced: 12 Apr 2025

https://github.com/usgs/water-fcpg-tools

The Flow-Conditioned Parameter Grid Tools use flow direction grids and input parameter datasets to produce pre-computed girds of upstream basin characteristics.

flow-statistics hydrology machine-learning raster

Last synced: 02 Sep 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/daniel-e/mnist_octave

Loading MNIST handwritten digits with Octave

machine-learning mnist mnist-dataset octave

Last synced: 07 Jan 2026

https://github.com/matthewspear/stoptouchingyourface

🚨🤦🏻‍♂️🦠– macOS app to help you stop touching your face when remote working or watching Netflix!

computer-vision coreml coronavirus covid-19 machine-learning macos segmentation swift

Last synced: 21 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/slub/docsa

SLUB Document Classification and Similarity Analysis

bibliographic-data classification library machine-learning similarity-analysis

Last synced: 11 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/kingabzpro/image-classification-fastai.jl

Getting started with Julia Machine Learning Library with FastAI.jl

fastai fastai-jl image-classification imagenet julia machine-learning resnet-18

Last synced: 23 Apr 2025

https://github.com/ayushexel/gans

Implementation of GANs research paper.

deep-learning gan machine-learning neural-network neural-networks paper

Last synced: 30 Jun 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/charleslf2/visionner

Visionner turn raw image data into numpy array, more suitable for deep learning task

computer-vision dataset image machine-learning python python3

Last synced: 29 Jun 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/autistic-symposium/blockchain-infrastructure-design

👾 blockchain infrastructure projects and resources (e.g., ethereum event scanner, on chain analysis, data pipelines, etc.)

autism blockchain cypherpunk data-engineering ethereum event-scanner machine-learning quantitative-finance rust

Last synced: 09 Mar 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/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/microsoft/repoclassbench

[ICML DMLR 2024] Repo that contains code for the paper titled: "Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository".

agent-based-framework class-generation code-generation generative-ai large-language-models machine-learning microsoft tool-usage

Last synced: 24 Aug 2025

https://github.com/kleinyuan/train-crfasrnn

Detailed guide to help you understand how to train CRF as RNN

computer-vision crf crf-as-rnn crfasrnn deep-learning deeplab machine-learning rnn segmentation

Last synced: 04 Jan 2026

https://github.com/symisc/pixlab-php-nsfw

PHP Class to classify NSFW content via the PixLab Machine Vision APIs

computer-vision machine-learning machine-learning-api nsfw nsfw-recognition php rest-api

Last synced: 30 Apr 2025

https://github.com/garcane/binance-crypto-prediction-and-analysis

This project leverages the Binance API to acquire real-time data for Bitcoin (BTC) and Ethereum (ETH). The data is then used to train a Long Short-Term Memory (LSTM) neural network model for predicting cryptocurrency prices.

api binance bitcoin btc cryptocurrency eth ethereum keras machine-learning neural-networks python tensorflow

Last synced: 05 Sep 2025

https://github.com/alluxio/k8s-operator

An operator for managing Alluxio system on Kubernetes cluster

alluxio data-analysis data-orchestration kubernetes kubernetes-operator machine-learning

Last synced: 15 Aug 2025

https://github.com/gimnathperera/covid-prediction

Covid Prediction app is a machine learning based Covid-19 data analyzing dashboard updates daily that can visualize and make predictions about future Covid cases at the same time.

api cnn flask machine-learning reactjs redux styled-components

Last synced: 30 Apr 2025

https://github.com/rjarman/bus-mama

The Bus-Mama is a bus tracking mobile application for the transportation of the students of BSMRSTU. It helps the students of our university by showing the available route, bus, and their exact location. This app includes real-time bus tracking which is going to solve a problem that university students have been facing for many years. Students are often seen missing their buses. Often they can't maintain the bus time. Since there are many buses in our university, students can easily catch a bus if they know where and when it will pass by. My goal is to track the buses and make hardware, mobile application, and machine learning solution to solve the issue. This way the students can get relief from missing the bus and use the buses efficiently. The main idea is to track the buses. GPS trackers will be attached to every bus that will give the current position of them and automatically sync on the server. The Bus-Mama mobile application will show every real-time position of those buses. This application will be installed on students' mobile phones and in this way the students can easily maintain their transportation. In this application, the current location of the bus can be seen through Google map. Every bus will have a specific marker on Google map and all the details about a specific bus will be shown by clicking on the marker. There will be seen about how far the bus is, from which direction it will come, how much time to reach the bus, how much time it will take if there is any traffic on road, etc. There is also a search option to know about any specific bus details. There is also a list of all buses with sufficient details that will help students to know about all the details. Every student will have an account through which they can access bus data. Another main objective is the Bus-Mama Chatbot in the Bengali language so that the students can communicate to know about the bus easily. For now, they can make conversation only about bus-related information. The Chatbot is not yet able to make conversation except bus-related questions. If anyone asks anything except bus-related questions, it cannot reply to the question rather it will give a tag to the question as a reply. As the Chatbot is created in the Bengali language, it has used the "trie" data structure in lemmatization. A library has been designed to lemmatize the Bengali words. Almost 63,205 Bengali words have been lemmatized by using the library to train the SVM machine learning model.

angular bangla chatbot distancematrixservice googlemap gps iot javascript lemmatization machine-learning mongodb nodejs nosql python scss socket svm tfidf-vectorizer trie typescript

Last synced: 09 Mar 2026

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/wmkouw/flda

Feature-level domain adaptation

domain-adaptation machine-learning

Last synced: 26 Mar 2025

https://github.com/gmum/umwpl2021

The repository of the course "Machine Learning in Drug Design" at the Jagiellonian University, Kraków, Poland. The page is hosted by the machine learning research group GMUM.

cheminformatics computer-aided-drug-design deep-learning drug-discovery graph-neural-networks machine-learning

Last synced: 15 Apr 2025

https://github.com/mahdi-eth/linear-regression-from-scratch

This project implements a Python-based linear regression model from scratch, complete with custom functions for mean squared error and gradient descent algorithm. It is tested on data, using features to predict target variables. The project offers a practical introduction to linear regression.

algorithm data-science data-visualization linear-regression machine-learning machine-learning-algorithms python

Last synced: 15 Apr 2025

https://github.com/chen0040/java-genetic-programming

Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc

classification-algorithm evolutionary-algorithms evolutionary-computation gene-expression genetic-programming java linear-genetic-programming machine-learning optimization optimization-algorithms symbolic-regression tree-gp

Last synced: 10 Sep 2025

https://github.com/sahajrajmalla/nepali-news-classification

DistilBERT model with Sequence Classification on 9 newsgroup datasets for the Nepali language with 95.475% accuracy.

classification deep-learning huggingface huggingface-transformers machine-learning nepali-nlp nlp transfer-learning transformer

Last synced: 13 Aug 2025

https://github.com/lightonai/gists

Self-contained code snippets using LightOn's technology

hardware-acceleration machine-learning photonic-computing

Last synced: 26 Aug 2025

https://github.com/tonyduan/transformer-blocks

Multi-Head Attention, Transformer, Perceiver, Linear Attention.

machine-learning transformer

Last synced: 27 Mar 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/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/cypherpunk-symposium/blockchain-data-engineering-toolkit

👾 blockchain infrastructure projects and resources (e.g., ethereum event scanner, on chain analysis, data pipelines, etc.)

autism blockchain cypherpunk data-engineering ethereum event-scanner machine-learning quantitative-finance rust

Last synced: 30 Apr 2026

https://github.com/ddayto21/nba-time-series-forecasts

This repo contains machine learning applications that use time-series forecasts to predict the probability of certain players winning the MVP award in the National Basketball Association

beautifulsoup4 data-cleaning machine-learning nba nba-mvp-prediction python requests-library-python

Last synced: 30 Apr 2025

https://github.com/contextlab/data-wrangler

Wrangle messy numerical, image, and text data into consistent well-organized formats

data data-analysis data-science data-wrangling hugging-face image-data machine-learning nlp numpy pandas python scikit-learn

Last synced: 10 Apr 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 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 11,231 Uncategorized 8,070 Books 4,097 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 1,778 fl in top ml conference and journal 1,564 Blog Posts 1,560 Paper List 1,489 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