model-testing

There are 0 repository under model-testing topic.

giskard
Giskard-AI / giskard
🐢 Open-Source Evaluation & Testing framework for LLMs and ML models
ai-red-team ai-safety ai-security ai-testing ethical-artificial-intelligence fairness-ai llm llm-eval llm-evaluation llm-security llmops ml-safety ml-testing ml-validation mlops model-monitoring rag-evaluation red-team-tools responsible-ai trustworthy-ai
Language:Python 3111
Giskard-AI / awesome-ai-safety
📚 A curated list of papers & technical articles on AI Quality & Safety
ai ai-alignment ai-safety artificial-intelligence llm llmops machine-learning ml mlops natural-language-processing ai-quality ethical-ai ml-testing model-testing model-validation computer-vision awesome awesome-list ml-safety robustness
134
Hameem1 / Step-Detection-using-Machine-Learning
Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.
machine-learning supervised-machine-learning random-forest classification gait-analysis step-detection step-counting data-pre-processing data-visualization feature-extraction feature-selection model-training model-testing rfe rfecv scikit-learn python
Language:Python 14
vaitybharati / Assignment-04-Simple-Linear-Regression-2
Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.
python numpy smf eda pandas data-visualization seaborn p-value model-predictions feature-engineering ols-regression statsmodels model-building simple-linear-regression correlation-analysis r-square-values t-score model-testing distplot regression-plot
Language:Jupyter Notebook 9
multimodal-image-retrieval
koushikvikram / multimodal-image-retrieval
📝🔍🖼️ A deep learning application for retrieving images by searching with text.
multimodal-deep-learning deep-learning computer-vision nlp natural-language-processing python word2vec convolutional-neural-networks koushik-vikram koushikvikram multimodal-learning image-search image-retrieval mlops github-actions pytest machine-learning-testing model-testing streamlit pytorch
Language:Jupyter Notebook 6
SevanSSP / inquire-modeltest-sdk
SDK for Inquire model test database API, by Sevan
sdk-python model-testing requests
Language:Python 6
Jithsaavvy / Sentiment-analysis-from-MLOps-paradigm
This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transitioning to production followed by deployment into cloud instance via CI/CD
airflow automated-pipeline aws bilstm ci-cd datawarehouse deep-neural-networks docker ec2-instance github-actions mlflow mlops model-testing nlp orchestration sagemaker-deployment snowflake tensorflow
Language:Python 5
neonexus / fixted
Simple DB Fixtures for Sails.js v1 (fake data for testing).
data-testing database-testing fixtures fixtures-replacement model-testing sails sailsjs testing
Language:JavaScript 5
SajeebChakraborty / Artificial_Intelligence_Lab
ai artificial-intelligence artificial-neural-networks augmentation cnn cnn-classification fashion-mnist fashion-mnist-dataset model-test model-testing model-train model-training polynomial-arithmetic
Language:Jupyter Notebook 4
brian-kipkoech-tanui / sagemaker-ML-workflow
Image Classifiers are used in the field of computer vision to identify the content of an image and it is used across a broad variety of industries, from advanced technologies like autonomous vehicles and augmented reality, to eCommerce platforms, and even in diagnostic medicine.
aws aws-ec2 aws-lambda aws-s3 aws-statemachine aws-step-functions endpoint image-classification json model-evaluation model-inference model-testing python sagemaker sagemaker-deployment sagemaker-studio
Language:HTML 3
gershonc / mlflow_showcase
Showcase of MLflow capabilities
ml ai mlflow tracking-algorithm ml-infrastructure ml-engineering ml-pipeline model-deployment model-development model-testing
Language:Jupyter Notebook 3
vaitybharati / Assignment-04-Simple-Linear-Regression-1
Assignment-04-Simple-Linear-Regression-1. Q1) Delivery_time -> Predict delivery time using sorting time. Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization, Feature Engineering, Correlation Analysis, Model Building, Model Testing and Model Predictions using simple linear regression.
python simple-linear-regression pandas numpy seaborn statsmodels smf eda data-visualization distplot feature-engineering correlation-analysis regression-plot ols-regression model-building model-testing model-predictions rsquare-values p-value t-score
Language:Jupyter Notebook 3
vaitybharati / P36.-Supervised-ML---Decision-Tree---C5.0-Entropy-Iris-Flower-
Supervised-ML-Decision-Tree-C5.0-Entropy-Iris-Flower-Using Entropy Criteria - Classification Model. Import Libraries and data set, EDA, Apply Label Encoding, Model Building - Building/Training Decision Tree Classifier (C5.0) using Entropy Criteria. Validation and Testing Decision Tree Classifier (C5.0) Model
python numpy matplotlib sklearn decision-trees decision-tree-classifier entropy sklearn-tree sklearn-dataset label-encoder classification-report train-test-split model-building model-validation model-testing
Language:Jupyter Notebook 3
Daymenion / mask-rcnn-training-with-coco-like-dataset-in-colab
mask rcnn training with coco-like dataset. You can use for trainnig your own coco.json (polygon) dataset in Google Colab.
mask-rcnn mask-detection coco-format-annotations coco-format model-training colab-notebook colaboratory colab-tutorial object-detection jupyter-notebook maskrcnn-training model-testing mask-rcnn-object-detect mask-rcnn-models video-detection image-detection webcam-capture machine-learning artificial-neural-networks google-colaboratory-notebooks
Language:Jupyter Notebook 2
ChaitanyaC22 / Udacity-AWS-MLE-ND-Project2-Build-a-ML-Workflow-For-Scones-Unlimited-On-Amazon-SageMaker
The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.
aws aws-ec2 aws-iam aws-lambda aws-s3 aws-sagemaker aws-statemachine aws-step-functions deployment endpoint image-classification lambda-functions model-inference model-testing python python3 sagemaker-deployment sagemaker-studio model-evaluation json
Language:HTML 1
Daymenion / Yolact-plus-training-with-custom-dataset-in-Google-Colab
Yolact++ training with custom dataset (coco.json format) in Google Colab
dataset yolact yolact-training model-training model-train colab-notebook colaboratory model-testing yolact-plus-training coco-format-annotations coco-format coco-dataset-format coco-dataset machine-learning artificial-neural-networks google-colaboratory-notebooks
Language:Jupyter Notebook 1
j-andrews7 / strprofiler
A python utility to compare short tandem repeat (STR) profiles.
model-testing short-tandem-repeats str-profiling sample-mixture-detection
Language:Python 1
joutvhu / model-tester
Model Tester is a utility for automatically testing model classes.
model model-testing tester
Language:Java 1
priyansh21112002 / CIA-Country-Description
The aim is to gain insights into similarity between countries and regions of the world by experimenting with different cluster amounts.
python3 machine-learning unsupervised-learning k-means-clustering data-visualization data-preprocessing data-aggregation model-testing geospatial-analysis pandas numpy matplotlib seaborn scikit-learn plotly
Language:Jupyter Notebook 1
priyansh21112002 / Melbourne-House-Prices-Prediction
It involves prediction of House prices in Melbourne using Machine Learning. It involved concepts of Data extraction, Data Preprocessing, Data Visualisation, Data Aggregation, Model Creation and Testing. It comes under Supervised Learning.
python3 machine-learning data-science supervised-learning data-extraction data-visualization data-preprocessing data-aggregation model-testing numpy pandas matplotlib seaborn scikit-learn
Language:Jupyter Notebook 1
rushikeshw791 / Simple-linear-regression-2
Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.
python simple-linear-regression correlation-analysis data data-visualization eda model-predictions model-testing
Language:Jupyter Notebook 1
SoufiyaneOuali / Employment-Analysis-Exploring-Economic-Factors-using-R-Language
The main objective is to understand the relationship between diffeent variable and testeing many Regression model and choosing the efficent one them predincting new points
anova confidence-intervals data-analysis model-selection model-testing r
Language:R 1
swapnita-pandey / Credit-Card-Fraud-Detection
Credit Card Fraud Detection Using Machine Learning
csv-files dataset logistic-regression machine-learning model-evaluation model-testing model-training numpy numpy-library over-fitting pandas-library skicit-learn under-fitting under-sampling
Language:Jupyter Notebook 1
PatilSukanya / Assignment-04.-Simple-Linear-Regression-Q1
Used libraries and functions as follows:
correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-testing numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statmodels t-score
Language:Jupyter Notebook 0
qetdr / xAutoML-Project1
Automated Machine Learning Framework for predicting drinking water quality
hpo automated-machine-learning classification hyperparameter-optimization model-testing python
Language:Jupyter Notebook 0
raghav-arora-1998 / Kaggle-Classfication-Competition
Conducted predictive classification modelling and performance evaluation for several models used to predict the political affiliation (target variable) of random U.S citizens.
data-modeling model-testing training
SayamAlt / Credit-Card-Approval-Prediction
Successfully developed a machine learning model which can accurately predict up to 100% accuracy whether a credit card application of a given applicant would be approved or not, based on several demographic features such as applicant age, total income, marital status, total years of work experience, etc.
binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-retraining model-selection model-testing model-training-and-evaluation
Language:Jupyter Notebook

model-testing

Giskard-AI / giskard

Giskard-AI / awesome-ai-safety

Hameem1 / Step-Detection-using-Machine-Learning

vaitybharati / Assignment-04-Simple-Linear-Regression-2

koushikvikram / multimodal-image-retrieval

SevanSSP / inquire-modeltest-sdk

Jithsaavvy / Sentiment-analysis-from-MLOps-paradigm

neonexus / fixted

SajeebChakraborty / Artificial_Intelligence_Lab

brian-kipkoech-tanui / sagemaker-ML-workflow

gershonc / mlflow_showcase

vaitybharati / Assignment-04-Simple-Linear-Regression-1

vaitybharati / P36.-Supervised-ML---Decision-Tree---C5.0-Entropy-Iris-Flower-

Daymenion / mask-rcnn-training-with-coco-like-dataset-in-colab

ChaitanyaC22 / Udacity-AWS-MLE-ND-Project2-Build-a-ML-Workflow-For-Scones-Unlimited-On-Amazon-SageMaker

Daymenion / Yolact-plus-training-with-custom-dataset-in-Google-Colab

j-andrews7 / strprofiler

joutvhu / model-tester

priyansh21112002 / CIA-Country-Description

priyansh21112002 / Melbourne-House-Prices-Prediction

rushikeshw791 / Simple-linear-regression-2

SoufiyaneOuali / Employment-Analysis-Exploring-Economic-Factors-using-R-Language

swapnita-pandey / Credit-Card-Fraud-Detection

PatilSukanya / Assignment-04.-Simple-Linear-Regression-Q1

qetdr / xAutoML-Project1

raghav-arora-1998 / Kaggle-Classfication-Competition

SayamAlt / Credit-Card-Approval-Prediction