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Projects in Awesome Lists tagged with model-comparison

A curated list of projects in awesome lists tagged with model-comparison .

https://github.com/stan-dev/loo

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

bayes bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-statistics cross-validation information-criterion model-comparison r-package stan

Last synced: 04 Apr 2025

https://github.com/wknoben/marrmot

Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models

hydrological-modelling hydrology matlab model-comparison rainfall-runoff-model

Last synced: 30 Aug 2025

https://github.com/justi/ruby_llm-contract

Handle LLM output variance for ruby_llm — retry on malformed JSON or rule violations, escalate to a smarter model, measure variance on datasets, gate CI on regressions.

ai anthropic cost-tracking eval json-schema llm model-comparison openai prompt-engineering rails regression-testing retry ruby ruby-llm structured-output validation

Last synced: 26 Apr 2026

https://github.com/chjackson/fic

R package for focused information criteria for model comparison

model-comparison model-selection statistical-models

Last synced: 22 Oct 2025

https://github.com/vsquicciarini/madys

MADYS: isochronal parameter determination for young stellar and substellar objects

astronomy direct-imaging gaia model-comparison parameter-estimation python sql stellar-astrophysics

Last synced: 27 Feb 2026

https://github.com/xylimeng/d-probability

D-probabilities of parametric models using nonparametric model reference

aggregation bayesian-inference model-comparison model-selection nonparametricbayes

Last synced: 20 Mar 2025

https://github.com/vjgpt/housing-prices-competition-kaggle

Learn about Feature Engineering and get familiar with Advanced regression techniques like Lasso, ElasticNet, Gradient Boosting, etc.

feature-engineering housing-prices machine-learning model-analysis model-comparison multiple-regression regression-models

Last synced: 18 Mar 2025

https://github.com/sergio11/headline_generation_lstm_transformers

Explore advanced neural networks for crafting captivating headlines! Compare LSTM 🔄 and Transformer 🔀 models through interactive notebooks 📓 and easy-to-use wrapper classes 🛠️. Ideal for content creators and data enthusiasts aiming to automate and enhance headline generation ✨.

deep-learning lstm lstm-model lstm-neural-networks model-comparison model-training model-training-and-evaluation natural-language-processing text-generation text-vectorization transformers

Last synced: 02 Apr 2025

https://github.com/cissagatto/multilabelfriedmannemenyi

This repository provides a practical implementation of the Friedman and Nemenyi statistical tests specifically tailored for multi-label classification problems. These techniques are essential for evaluating and comparing the performance of multiple algorithms in experiments where each instance may belong to several classes simultaneously.

friedman model-comparison multi-label-classification nemenyi statistical-tests

Last synced: 28 May 2026

https://github.com/qtle3/polynomial-regression

This project demonstrates the use of both Linear and Polynomial Regression models to predict salaries based on the position level of employees. By using a dataset that contains position levels and their corresponding salaries, this project showcases the differences between linear and polynomial models in fitting data and making predictions.

data-visualization linear-regression model-comparison polynomial-regression salary-prediction

Last synced: 08 Apr 2025

https://github.com/jordandeklerk/pyloo

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling

bayes bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-statistics cross-validation information-criterion model-comparison python python-package

Last synced: 05 Mar 2026

https://github.com/juliuspinsker/molecular-gnn-explorer

This project leverages a reproducible devcontainer environment, making it easy to set up and run on any machine with Docker and Visual Studio Code (or another compatible editor). By comparing three state-of-the-art GNN architectures (GCN, GAT, and GIN), the project provides insights into their relative performance in a regression task.

deep-learning devcontainer gnn graph-neural-networks machine-learning model-comparison molecular-engineering pytorch-geometric qm9-dataset reproducible-research

Last synced: 09 Apr 2025

https://github.com/imamaaa/cifar10-image-classification-vit-resnet-cnnmlp

This project implements and compares Vision Transformer (ViT), ResNet-18 (Transfer Learning), and a CNN-MLP Hybrid model for image classification on CIFAR-10. It includes a Flask-based web app where users can upload images, select a model, and view real-time classification results.

cifar-10 cifar10 cnn computer-vision flask image-classification mlp model-comparison resnet-18 transfer-learning vision-transformer web-app

Last synced: 30 Apr 2026

https://github.com/leamsi9/llm-behaviour-lab

Web application for comparing the behaviour of multiple language models under different inference time configs and post-training inputs using Ollama.

ai alignment deterministic-analysis fastapi inference inference-rules interpretability llm llm-aligment llm-evaluation llm-inference llm-tools llm-training machine-learning model-comparison ollama python web-app

Last synced: 26 Oct 2025

https://github.com/dmeldrum6/dual-llm-multi-game-interface

Platform that enables two Large Language Models to engage in strategic games, creative writing, and structured debates.

ai-games ai-research artificial-intelligence chess claude conversational-ai creative-ai games javascript llm machine-learning model-comparison openai web-app

Last synced: 17 May 2026

https://github.com/cloudcap10/pickmodel

Objective comparison of AI language models — context, pricing, capabilities. Data-driven via YAML.

ai-models artificial-intelligence claude cloudflare-pages deepseek gemini gpt llm llm-comparison machine-learning model-comparison nextjs open-source static-site typescript

Last synced: 24 May 2026

https://github.com/18296023612/model-arena

🤖 AI 多模型实时对比擂台 — 同一个 prompt，同时对比 DeepSeek/通义千问/智谱GLM/百度文心/火山引擎等国产大模型的回答质量、速度和成本

ai benchmark cli deepseek go llm model-comparison

Last synced: 01 Jun 2026

https://github.com/ancapitigoi/car-risk

This project attempts to forecast the vehicle risk rating for an insurance company. Different data mining applications will be used and compared to see which one is best fit for this dataset.

correlation-matrix data-mining data-validation decision-trees functions gridsearch-tuning hyperparameter-tuning model-comparison principal-component-analysis python-3 random-forest svm

Last synced: 04 May 2026

https://github.com/alorse/cc-compatible-models

Complete guide and pricing comparison for using alternative AI models with Claude Code - including DeepSeek, Qwen, Kimi K2, MiniMax, and GLM 4.6

ai-coding-assistant ai-models anthropic api-integration claude-code deepseek glm kimi-k2 llm-comparison llm-pricing minimax model-comparison qwen

Last synced: 08 Nov 2025

https://github.com/rajan-bhateja/aqi-predictor

Different models trained on Indian Cities to predict AQI

machine-learning-algorithms model-comparison neural-networks scikit-learn tensorflow

Last synced: 09 May 2026

https://github.com/andrepradika/ml-regression-models-compares

Machine Learning Regression Models project! 🎉 This project is all about comparing different regression models to predict output variables based on input data. 📊

data-science machine-learning model-comparison python regression-models

Last synced: 17 Apr 2026

https://github.com/rishishanthan/vgg16-vs-resnet18-64x64

A deep learning comparison of VGG-16 and ResNet-18 architectures trained from scratch on a 64×64 RGB dataset with 3 object classes. Includes training curves, confusion matrices, and detailed performance metrics.

ai-projects cnn computer-vision deep-learning feature-learning from-scratch image-classification model-comparison pytorch resnet vgg16

Last synced: 18 Apr 2026

https://github.com/blue-no1/open-weight-collection

Tracking open-weight LLMs for research, experiments, and inference comparisons.

cloud inference llm local model-comparison open-weight transformers vllm

Last synced: 22 Nov 2025

https://github.com/angchekar28/lung-cancer-prediction

This project builds and compares multiple machine learning models to predict lung cancer based on patient attributes. It evaluates classification models like Logistic Regression, Decision Tree, Random Forest, and SVM for early diagnosis.

data-science data-visualization jupyter-notebook lung-cancer-detection machine-learning model-comparison python

Last synced: 14 May 2026

https://github.com/shivaneuralnet/google-stock-price-prediction-using-lstm

Deep learning project for forecasting Google stock prices using LSTM. Includes EDA, SMA insights, LSTM tuning, and model performance comparison.

deep-learning lstm-model model-comparison moving-average plotly-express stock-forecasting stock-price-prediction tensorflow time-series

Last synced: 29 Apr 2026

https://github.com/renatomaynard/supervised-machine-learning-models-pytorch-sklearn

This repository provides a comprehensive implementation of supervised machine learning models using PyTorch and Scikit-learn. It includes end-to-end workflows for both classification and regression tasks, covering data preprocessing, model training, evaluation, and comparison between traditional ML models

applied-machine-learning classification data-preprocessing deep-learning feature-engineering machine-learning ml-models ml-pipeline model-comparison model-evaluation python pytorch regression scikit-learn supervised-learning-algorithms

Last synced: 10 May 2026

https://github.com/neabytelab/ai-indexing

Code indexing framework for converting source code into structured repository maps optimized for semantic search LLM understanding.

ai aider benchmarking code-analysis code-indexing developer-tools go indexing javascript llm llm-evaluation model-comparison ollama performance-testing prompts python repomap semantic-search testing typescript

Last synced: 11 Apr 2026