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.

GitHub: https://github.com/topics/machine-learning
Wikipedia: https://en.wikipedia.org/wiki/Machine_learning
Aliases: machine-learning-algorithms, machine-learning-library, machine-learning-application, machine-learning-models, machinelearning, ml,
Last updated: 2026-07-10 00:18:27 UTC
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https://github.com/cumulocity-iot/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 12 Dec 2025

https://github.com/aai-institute/nnbench

A small framework for benchmarking machine learning models.

benchmarking machine-learning mlops neural-networks python

Last synced: 14 Jan 2026

https://github.com/leonid20000/Odin-Tabs

The Odin Tabs extension is a browser extension that allows you to navigate through your browser tabs using speech recognition and the Large Language Model (LLM) of your choice.

accessibility artificial-intelligence assistive-technology chatgpt-api chrome-extension interaction-design large-language-models machine-learning natural-language-processing openai-api portfolio productivity-tools rag speech-to-text tab-management tab-navigation ui user-interface web-accessibility web-automation

Last synced: 11 Mar 2025

https://github.com/ax-va/python-machine-learning-recipes-gallatin-albon-2023

Machine learning recipes in Python with scikit-learn, OpenCV, PyTorch, and other libraries, including classical machine learning and neural networks, based on the book "Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning", Second Edition, by Kyle Gallatin and Chris Albon published by O'Reilly Media in 2023

ax-va data-science deep-learning image-processing machine-learning neural-networks opencv opencv-python python pytorch scikit-learn

Last synced: 08 Oct 2025

https://github.com/smith42/xdf-gan

A GAN for the generation of mock astronomical surveys

astronomy deep-learning gan machine-learning

Last synced: 27 Oct 2025

https://github.com/benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 17 Apr 2025

https://github.com/lanl/pydnmfk

Python Distributed Non Negative Matrix Factorization with custom clustering

cupy distributed-computing hpc latent-features machine-learning mpi4py nccl nonnegative-matrix-factorization outofmemory python tensorfactorization

Last synced: 12 Apr 2025

https://github.com/tushar2704/sql-portfolio

Collection of personal SQL projects and queries I've worked on, showcasing my skills and expertise in database management, data analysis, and data manipulation using SQL.

data data-analytics data-science dataanalysis datamanipulation machine-learning mysql postgresql sql streamlit-tushar2704 tushar2704

Last synced: 07 May 2025

https://github.com/blazingdb/welcome_to_blazingsql_notebooks

RAPIDS data science. No setup required.

blazingsql blazingsql-notebooks dask data-science data-visualization demos gpu jupyterlab machine-learning notebooks rapids sql

Last synced: 12 Apr 2025

https://github.com/gaelfoppolo/coreml-flowers

Sample app that predicts the flower type on an image, using Core ML and the Oxford 102 category flower dataset.

coreml coreml-framework coremltools flowers ios machine-learning swift

Last synced: 11 Apr 2025

https://github.com/PySloth/pysloth

A Python Package for Probabilistic Prediction

data-analysis data-science machine-learning python statistics

Last synced: 11 May 2025

https://github.com/lucasfranklinsilva/analise-de-sentimentos

Análise de Tweets com NLTK e Bloob.

analysis bloob-microservice machine-learning nltk python tweets

Last synced: 19 Jul 2025

https://github.com/kaustubholpadkar/linear_regression_with_tensorflow.js

Simulation of Linear Regression algorithm using P5.JS and Tensorflow.js

deep-learning deeplearning javascript linear-regression machine-learning p5js simulation tensorflow-js

Last synced: 06 May 2025

https://github.com/sunsided/mnist-matlab

MNIST Database of Handwritten Digits for MATLAB

database dataset handwritten-digits machine-learning matlab mnist-dataset

Last synced: 18 Mar 2025

https://github.com/nxexox/pymlup

MLup is framework for easy and fast run ML in production

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Last synced: 13 Apr 2025

https://github.com/kevalmorabia97/naive-bayes-text-classifier-in-java

Naive Bayes Classification used to classify movie reviews as positive or negative

java machine-learning naive-bayes-classifier text-classification

Last synced: 10 Jul 2025

https://github.com/silenceoverflow/cs-learning-resources

Learning Resources for Those New to Computer Science

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Last synced: 12 Apr 2025

https://github.com/unpackai/unpackai

The Unpack.AI library

artificial-neural-networks deep-learning educational machine-learning python

Last synced: 18 Mar 2025

https://github.com/Cumulocity-IoT/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 31 Oct 2025

https://github.com/0101011/bootstrap-ml

A comprehensive collection of pre-written code for machine learning and deep learning use cases, all in one convenient place. Whether you're a seasoned practitioner or just starting your ML journey, this repository provides a solid foundation to build upon.

ai deep-learning deep-neural-networks deeplearning documentation jupyter-notebook jupyter-notebooks machine-learning machinelearning ml tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 12 May 2025

https://github.com/mcarlomagno/fluttermobilenet

🦾🤖 Mobilenet model implementation for image classification using the tflite library, a Flutter plugin for accessing TensorFlow Lite API.

artifficial-intelligence dart flutter image-classification machine-learning mobilenets tensroflow

Last synced: 28 Jun 2025

https://github.com/icoxfog417/datascience-template

Data science project template

amazon-sagemaker-lab datascience jupyter-notebook machine-learning

Last synced: 12 Jul 2025

https://github.com/18D070001/Electrical-Devices-Identification-Model

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

colab-notebook electrical feature-engineering feature-extraction machine-learning nilm nilm-algorithms python-3 signal-processing

Last synced: 06 Apr 2025

https://github.com/chekoduadarsh/convolutional-xgboost

XGBOOST ➕ CNN 🔥

cnn deep-learning machine-learning mnist

Last synced: 07 May 2025

https://github.com/jernejk/mlsample.simpletransactiontagging

This is an simple example of tagging bank transactions with ML.NET

automl blazor-application classification machine-learning ml-net

Last synced: 26 Jun 2025

https://github.com/alro10/roadmap-data-scientist

The basic roadmap to become a data scientist

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Last synced: 07 Mar 2026

https://github.com/rubydamodar/the-ultimate-pandas-bootcamp

Welcome to the Pandas for Data Science repository! This course is designed to take you from beginner to proficient in using Pandas, the powerful data manipulation library in Python. Whether you're just starting your data science journey or looking to sharpen your skills, this repository contains all the resources

beginner-friendly csv-data data-analysis data-cleaning data-manipulation data-science data-visualization dataframe exploratory-data-analysis jupyter-notebook machine-learning matplotlib numpy pandas python python-pandas series statistical-analysis time-series titanic-dataset

Last synced: 19 Apr 2025

https://github.com/cqfn/veniq

Veniq uses Machine Learning to analyze source code, find possible refactorings, and suggest those that seem optimal

machine-learning refactorings static-analysis

Last synced: 26 Jul 2025

https://github.com/akai01/caretforecast

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

caret conformal-prediction data-science econometrics forecast forecasting forecasting-models machine-learning macroeconometrics microeconometrics r time-series time-series-forcasting time-series-prediction

Last synced: 07 Apr 2025

https://github.com/theroyakash/adam

Implementation of Adam Optimization algorithm using Numpy

adam-optimizer algorithms deep-learning machine-learning numpy numpy-neural-network python3

Last synced: 12 Apr 2025

https://github.com/wangkua1/vmi

Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021

generative-models machine-learning model-inversion privacy-attacks

Last synced: 27 Jul 2025

https://github.com/hamzaezzra/mlpdr

Moroccan license plate detection & recognition. Built with YOLOv3 and PyQt.

anpr dataset machine-learning moroccan-license-plates plate-detection plate-recognition python yolov3

Last synced: 04 Sep 2025

https://github.com/ukrbublik/you-can-not-recommend

Recommender system engine on NodeJS

collaborative-filtering machine-learning matrix-factorization nodejs ratings recommendation-engine recommendation-system recommender-system

Last synced: 03 Oct 2025

https://github.com/allisterb/ClassifyBot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 29 Sep 2025

https://github.com/pizaariaaa/garbage-classification

Python notebook about garbage detection based on convolutional neural network

convolutional-neural-networks deep-learning garbage-classification jupyter-notebook machine-learning python

Last synced: 15 Apr 2025

https://github.com/alexcg1/easy_text_generator

Generate text from machine-learning models right in your browser

machine-learning nlp python streamlit

Last synced: 14 Sep 2025

https://github.com/BojarLab/CandyCrunch

Predicting glycan structure from LC-MS/MS data

bioinformatics glycans machine-learning mass-spectrometry python

Last synced: 28 Sep 2025

https://github.com/lucko515/search-book-by-cover-server

This is the main repository for the Book Search project. This engine allows you to search database of books by simply uploading an image of a cover.

content-based-image-retrieval deep-learning end-to-end-machine-learning flask machine-learning tensorflow

Last synced: 14 Apr 2025

https://github.com/cod3licious/conec

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

machine-learning natural-language-processing word-embeddings

Last synced: 12 Aug 2025

https://github.com/truongnv-hut/ai_u_p_cl_yolo8_objectdetection_cgyettix

Training YOLO8 model with custom data

aicandy artificial-intelligence computer-vision deep-learning machine-learning object-detection yolov8

Last synced: 15 Apr 2025

https://github.com/nesl/auritus

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables

activity-recognition bayesian-optimization deep-learning deep-neural-networks earable end-to-end filters framework headpose headpose-estimation human-activity-recognition hyperparameter-optimization inertial-sensors machine-learning neural-architecture-search neural-network tensorflow-lite-micro tinyml ubiquitous-computing wearable-computing

Last synced: 23 Jan 2026

https://github.com/fluxml/fluxml.github.io

Flux Website

deep-learning flux hacktoberfest julia machine-learning

Last synced: 27 Jun 2025

https://github.com/bdwilliamson/vimpy

Perform inference on algorithm-agnostic variable importance in Python

machine-learning nonparametric-statistics statistical-inference variable-importance

Last synced: 14 Jan 2026

https://github.com/blakejakopovic/nostr-spam-detection

An experiment in building a machine learning model to label Nostr spam content for filtering and relay rejection.

machine-learning nostr proof-of-concept spam-detection spam-filtering

Last synced: 18 Jan 2026

https://github.com/aliosm/ai-soco

Official FIRE 2020 Authorship Identification of SOurce COde (AI-SOCO) task repository containing dataset, evaluation tools and baselines

ai-soco authorship-identification codeforces fire2020 machine-learning pan2020 source-code

Last synced: 19 Jan 2026

https://github.com/hiteshsahu/android-machine-learning-with-tensorflow

Tensor Flow implementation for Android

android android-o deep-learning machine-learning tensorflow tensorflow-examples tensorflow-experiments tensorflow-models

Last synced: 24 Oct 2025

https://github.com/ravin-d-27/pydeepflow

This is my own Deep Learning Package, optimized for performing Deep Learning Tasks and easy to learn and integrate into projects.

deep-learning hacktoberfest hacktoberfest-accepted hacktoberfest2024 machine-learning neural-networks python

Last synced: 08 Oct 2025

https://github.com/adityashrm21/deep-learning-algorithms-implementation

Implementations of (Deep Learning + Machine Learning) Algorithms

algorithm decision-tree decision-trees deep-learning deep-learning-algorithms implementation implementation-of-algorithms jupyter-notebook keras linear-regression logistic-regression machine-learning multilayer-perceptron neural-networks pytorch restricted-boltzmann-machine tensorflow

Last synced: 29 Apr 2025

https://github.com/abhinav-26/machine-learning-minor-projects

Minor Projects in Machine Learning for Beginners and Intermediate

computer-vision deep-learning hacktoberfest hacktoberfest2021 machine-learning ml-project nlp-machine-learning recommendation-system

Last synced: 07 Oct 2025

https://github.com/mikeroyal/differential-privacy-guide

Differential Privacy Guide

awesome awesome-resources decentralization decentralized decentralized-applications deep-learning differential-privacy machine-learning privacy privacy-enhancing-technologies privacy-preserving privacy-preserving-machine-learning privacy-protection

Last synced: 14 Oct 2025

https://github.com/niyiyu/pnw-ml

A ML-ready curated data set for a wide range of seismic signals from Pacific Northwest

dataset machine-learning seismology

Last synced: 25 Oct 2025

https://github.com/otonomee/streamstem

Implements ML audio separation algorithm on audio from YouTube or Spotify resulting in "stems" for download (e.g. vocals, drums, bass) in MP3, WAV or FLAC.

audio-classification deep-learning demucs fastapi machine-learning source-separation spotify-stemmer youtube-stemmer

Last synced: 26 Oct 2025

https://github.com/Drakkar-Software/OctoBot-Script

Quant framework by OctoBot

ai backtesting cryptocurrency deep-learning exchange machine-learning ml octobot python quant reinforcement-learning technical-analysis

Last synced: 08 May 2025

https://github.com/hand10ryo/PyTorchCML

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

collaborative-filtering implicit-feedback machine-learning metric-learning python pytorch recommender-system

Last synced: 29 Apr 2025

https://github.com/umitkaanusta/mactahminbotu

A bot that provides soccer predictions using Poisson regression

betting bot bots football football-data gambling machine-learning poisson poisson-regression soccer soccer-data soccer-predictions sport sports sports-analytics sports-betting telegram telegram-bot

Last synced: 05 May 2025

https://github.com/OGFris/GoStats

GoStats is a go library for math statistics mostly used in ML domains, it covers most of the statistical measures functions.

data-science go golang gostats machine-learning math mathematics mit-license statistical-measures statistics stats

Last synced: 14 Mar 2025

https://github.com/karan-malik/convnet

CNN to detect Pneumonia using Chest X-Rays

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks cnn cnn-classification cnn-keras cnn-model deep-learning deep-learning-tutorial deep-neural-networks machine-learning machine-learning-algorithms machine-learning-coursera machinelearning-python medical pneumonia pneumonia-detection python python3

Last synced: 14 Jul 2025

https://github.com/Akai01/caretForecast

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

Last synced: 11 May 2025

https://github.com/rfeinman/learning-to-learn

Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).

cognitive-science inductive-biases learning-to-learn machine-learning neural-networks

Last synced: 20 Mar 2025

https://github.com/lab-cosmo/atomistic-cookbook

A collection of simulation recipes for the atomic-scale modeling of materials and molecules

atomistic-simulations machine-learning modeling molecular-dynamics simulation

Last synced: 03 May 2025

https://github.com/takashiishida/irreducible

[ICLR 2023] Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification

machine-learning

Last synced: 11 Apr 2025

https://github.com/miquelbeltran/deep-learning

Projects and lessons on Deep Learning and Machine Learning

deep-learning machine-learning udacity udacity-deep-learning

Last synced: 22 Apr 2025

https://github.com/tensorush/awesome-physics-programming

😎 ☄️ Collection of the most awesome learning resources on physics programming in the form of videos, tutorials and frameworks.

awesome awesome-list computational-fluid-dynamics computational-physics computer-graphics deep-learning deep-learning-physics differentiable-programming fluid-dynamics fluid-simulation frameworks learning learning-resources machine-learning physics physics-deep-learning physics-simulation programming programming-tools quantum-computing

Last synced: 08 Apr 2025

https://github.com/mainakrepositor/brain-stroke-detection

Detects Brain Stroke using machine learning models with the highest optimal probability

data-science deployment-automation gui-application machine-learning streamlit-webapp

Last synced: 02 May 2025

https://github.com/mainakrepositor/renal-disease-detection

Detects and Predicts possible malfunctioning of human kidney based on the test reports and percentages of the associated parameters using decision tree classifier

decision-tree machine-learning python3 renal-disease streamlit

Last synced: 25 Jun 2025

https://github.com/kotlinnlp/neuralparser

NeuralParser is a very simple to use dependency parser, based on the Latent Syntactic Structure encoding.

dependency-parser kotlinnlp machine-learning natural-language-processing

Last synced: 14 Jan 2026

https://github.com/ccao-data/model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

assessment data-science machine-learning model property-taxes r res tidymodels

Last synced: 10 Mar 2026

https://github.com/nxr-deen/ai-chatbot

AI Chatbot in HTML CSS & JavaScript

ai chat chatbot chatgpt css gemeni generate html javascript js machine-learning

Last synced: 23 Apr 2025

https://github.com/fabio-sim/docshadow-onnx-tensorrt

ONNX-compatible DocShadow: High-Resolution Document Shadow Removal. Supports TensorRT 🚀

coreml deep-learning docshadow document-shadow-removal machine-learning onnx onnxruntime pytorch shadow-removal tensorrt

Last synced: 07 May 2025

https://github.com/getcontrol/kyc-tensorflow

Consume custom TensorFlow model to automate KYC

flask jupyter-notebook machine-learning python3 tensorflow tensorflow-examples

Last synced: 23 Apr 2025

https://github.com/rodneyosodo/variational-quantum-classifier-on-heartattack

Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models and different feature maps

machine-learning qiskit quantum-computing quantum-machine-learning

Last synced: 19 Mar 2025

https://github.com/aydinnyunus/ur-ai

Create Your AI ChatBot and Connect it to the Whatsapp !

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Last synced: 12 Apr 2025

https://github.com/allisterb/classifybot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 11 Apr 2025

https://github.com/sinanuozdemir/oreilly-transformers-nlp-mlops

Session on MLOps

data-science deep-learning machine-learning mlops natural-language-processing nlp python transformers

Last synced: 24 Feb 2025

https://github.com/mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

deep-learning education machine-learning programming zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/anjohan/neuralnetwork

Simple, parallel, object-oriented Fortran neural network

coarray-fortran fortran machine-learning neural-network

Last synced: 07 Feb 2026

https://github.com/ksachdeva/tiny-imagenet-tfds

tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api

dataset imagenet imagenet-classification-challenge machine-learning tensorflow tensorflow-data tensorflow-datasets tiny-imagenet-challenge tiny-imagenet200

Last synced: 08 May 2025

https://github.com/general-developer/whisper_library

Whisper Is Library for transcribe sound wav AKA Speech To Text Or Extract Text From Audio

ai artificial-intelligence dart flutter ggml machine-learning ml openai speech-to-text transcribe translate whisper

Last synced: 05 Apr 2025

https://github.com/skshadan/opencv-dji-drones

Use OpenCV with any model of DJI Drones, you can gain access to the real-time camera feed of your drone. This allows for live streaming and analysis of the drone's field of view, providing valuable insights for various applications including aerial photography, surveying, and drone-based monitoring systems.

aerial-photography aerial-surveying aws dji dji-drone dji-drones drone-api drones environmental-monitoring machine-learning object-detection opencv real-time-video-processing rtmp-server video-streaming

Last synced: 08 Sep 2025

https://github.com/bminixhofer/gerpt2

German small and large versions of GPT2.

common-crawl german gpt2 language-model machine-learning nlp

Last synced: 21 Mar 2025

https://github.com/manekinekko/photobooth

Online Photo Booth app with 25+ built-in filters and Machine Learning Style Transfer features 📸

angular azure facetracking glsl hacktoberfest machine-learning shaders tensorflow typescript webgl

Last synced: 15 Apr 2025

https://github.com/dimzachar/datatalksclub-projects

Streamlit-Powered DataTalksClub Project Analyzer: Interactive Insights at Your Fingertips

data-science gpt machine-learning openai python streamlit vizualisation

Last synced: 18 Jul 2025

https://github.com/gyrdym/ml_preprocessing

Implementation of popular data preprocessing algorithms for Machine learning

data-preprocessing data-science machine-learning machine-learning-algorithms onehot-encoder ordinal-encoder

Last synced: 21 Mar 2025

https://github.com/giscience-fsu/sperrorest

Spatial error estimation and variable importance

cross-validation machine-learning r-package rstats spatial-statistics spatio-temporal-modeling statistical-learning

Last synced: 22 Oct 2025

https://github.com/tomzx/machine-learning-concept-map

The Machine Learning Concept Map is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years.

concept-map machine-learning

Last synced: 11 Jan 2026

https://github.com/talitalobo/controle-social

Conteúdo sobre machine learning aplicado ao controle social. Artigos sobre: ML, estatística, ética, dentre outros.

data-science deep-learning machine-learning social-control social-good social-impact social-justice

Last synced: 08 Jan 2026

https://github.com/flyteorg/flytekit-python-template

CookieCutter template for getting started with Flyte python projects

cookiecutter cookiecutter-template data-science docker extensible flyte flytekit-python getting-started machine-learning project-structure python3

Last synced: 26 Apr 2025

https://github.com/simpleclub/startup_teens_machine_learning

The repository containing all code written in the Startup Teens machine learning course.

machine-learning python simpleclub startup-teens tutorial

Last synced: 22 Feb 2026

https://github.com/ahammadmejbah/ahammadmejbah

Data Science || Machine Learning || Deep Learning || Computer Vision || NLP Enthusiast Talks about #datascience, #deeplearning, #dataanalytics, #machinelearning, and #machinelearningalgorithms

artificial-intelligence computer-vision data-science deep-learning machine-learning nlp python

Last synced: 27 Apr 2025

https://github.com/BobLd/YOLOv3MLNet

Use the YOLO v3 (ONNX) model for object detection in C# using ML.Net

computer-vision csharp dotnet machine-learning ml ml-net neural-network object-detection onnx onnx-torch python yolo yolov3

Last synced: 20 Apr 2025

https://github.com/ahammadmejbah/pytorch-developers-roadmap

PyTorch is an open-source machine learning framework that provides a flexible platform for building, training, and deploying deep learning models. It is widely used for research and development in artificial intelligence, offering dynamic computation, GPU acceleration, and a rich ecosystem of libraries and tools.

ai data-science deep-learning developer machine-learning python python3 pytroch

Last synced: 27 Apr 2025

https://github.com/edaaydinea/365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

artificial-intelligence coding-challenges computer-science computer-vision data-science deep-learning machine-learning natural-language-processing neuroscience python

Last synced: 11 Apr 2025

https://github.com/yxonic/fret

Framework for Reproducible ExperimenTs

cli configuration-management deep-learning framework machine-learning python3 reproducible-experiments

Last synced: 19 Apr 2025

https://github.com/inab/biolitmap

Code for the paper "BIOLITMAP: a web-based geolocated and temporal visualization of the evolution of bioinformatics publications" in Oxford Bioinformatics.

data-mining data-science data-visualization machine-learning maps natural-language-processing research research-paper science social-analytics-team