Scientific Software
Updated 6 months ago

hdbscan — Peer-reviewed • Rank 33.3 • Science 95%

hdbscan: Hierarchical density based clustering - Published in JOSS (2017)

Scientific Software
Updated 6 months ago

hal9001 — Peer-reviewed • Rank 13.7 • Science 95%

hal9001: Scalable highly adaptive lasso regression in R - Published in JOSS (2020)

Scientific Software
Updated 6 months ago

The vtreat R package — Peer-reviewed • Rank 15.3 • Science 93%

The vtreat R package: a statistically sound data processor for predictive modeling - Published in JOSS (2018)

Scientific Software
Updated 6 months ago

ParaMonte — Peer-reviewed • Rank 13.2 • Science 95%

ParaMonte: A high-performance serial/parallel Monte Carlo simulation library for C, C++, Fortran - Published in JOSS (2021)

Scientific Software
Updated 6 months ago

Persistable — Peer-reviewed • Rank 9.5 • Science 93%

Persistable: persistent and stable clustering - Published in JOSS (2023)

Scientific Software
Updated 6 months ago

ClassiPyGRB — Peer-reviewed • Rank 7.5 • Science 93%

ClassiPyGRB: Machine Learning-Based Classification and Visualization of Gamma Ray Bursts using t-SNE - Published in JOSS (2024)

Scientific Software
Updated 6 months ago

rFBP — Peer-reviewed • Rank 6.2 • Science 93%

rFBP: Replicated Focusing Belief Propagation algorithm - Published in JOSS (2020)

Updated 6 months ago

rsmine • Rank 7.5 • Science 77%

A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.

Updated 6 months ago

slearn • Rank 9.1 • Science 57%

Symbolic sequence learning package

Updated 6 months ago

node2vec • Rank 20.0 • Science 33%

Implementation of the node2vec algorithm.

Updated 6 months ago

pyimpetus • Rank 11.0 • Science 41%

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

Updated 5 months ago

https://github.com/cqfn/aibolit • Rank 8.3 • Science 26%

A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring

Updated 6 months ago

ugtm • Rank 11.0 • Science 13%

ugtm: a Python package for Generative Topographic Mapping

Updated 6 months ago

ShortForm • Rank 9.9 • Science 13%

Algorithms for creating short forms based on psychometric principles.

Updated 5 months ago

osdg-tool • Rank 4.9 • Science 10%

OSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.

Updated 4 months ago

https://github.com/erictleung/ml-portfolio • Rank 1.4 • Science 10%

:book: Experiment with various machine learning algorithms on various data sets from the University of California, Irvine (UCI) Machine Learning Repository (http://archive.ics.uci.edu/ml/index.html)

Updated 5 months ago

https://github.com/ammarlodhi255/ml_spelled_out • Science 13%

Collection of notebooks and python code of various machine learning algorithms from scratch.

Updated 5 months ago

https://github.com/catarinaacsilva/medical-image-processing • Science 10%

Detection of blood acanthocytes through image processing and pattern recognition techniques

Updated 6 months ago

sgumlp • Science 67%

Pytorch implementation of the SGU-MLP Architecture (mostly) as described in the paper "Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping".

Updated 6 months ago

jupyter_gettingstarted2ml • Science 67%

This Getting Started Tutorial systematically demonstrates the typical ML work process step-by-step using the powerful and performant Support Vector Classifier (SVC) and the beginner-friendly Iris Dataset. Furthermore, the selection of the correct SVC kernel and its parameters are described and their effects on the classification result are shown.

Updated 6 months ago

prophitbet-soccer-bets-predictor • Science 54%

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

Updated 6 months ago

virtual-try-on-trial-clothes • Science 44%

One of the key features of this web application is its virtual try-on feature, which allows users to see how different clothing items would look on them. This feature eliminates the need for users to physically try on clothes in a store, making the shopping experience more convenient and efficient.

Updated 6 months ago

echotorch • Science 23%

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Updated 6 months ago

movie-chatbot • Science 44%

A conversational agent that answers movie related questions based on a knowledge graph.

Updated 5 months ago

https://github.com/abdulmanaf12/pediatric-chest-pneumonia-classification • Science 26%

This project is all about interpreting Chest X-ray images, and the task is to classify whether X-ray image got infected by Pneumonia or not. we also used here GAN and various type of augmentation techniques.

Updated 5 months ago

https://github.com/asanchezyali/personal-website • Science 26%

This repository contains the source code for my personal blog, where I share my thoughts and experiences on programming, mathematics, and technology. The blog covers a wide range of topics related to computer science, including machine learning and software development.

Updated 6 months ago

dnp3_detection • Science 26%

This repository contains the code about the detection of anomalies over DNP3 protocol and the creation of a Kibana dashboard.

Updated 6 months ago

trustpy-tools • Science 44%

TrustPy is a production-ready Python package purpose-built for MLOps pipelines—enabling automated, interpretable analysis of model trustworthiness and predictive reliability before deployment. Available via Conda-Forge and PyPI, with full CI/CD integration and seamless compatibility across modern ML stacks.

Updated 5 months ago

https://github.com/amazon-science/contrastive_emc2 • Science 23%

Code the ICML 2024 paper: "EMC^2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence"

Updated 5 months ago

https://github.com/mews-labs/palma • Science 26%

This library aims at providing tools for an automatic machine learning approach. As many tools already exist to establish one or the other component of an AutoML approach, the idea of this library is to provide a structure rather than to implement a complete service.

Updated 5 months ago

https://github.com/amr-yasser226/machine-learning-for-network-intrusion-detection • Science 26%

A complete pipeline for network intrusion detection comparing label encoding and one‑hot encoding, with SMOTE resampling, feature selection, and ensemble modeling using scikit‑learn and XGBoost, also this was phase one of our University's "CSAI 253- Machine Learning" course.

Updated 5 months ago

https://github.com/bzubs/mlzero • Science 26%

Implementation of widely used ML algorithms in vanilla python