PCM analysis in Boundary Currents
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Jul 16, 2024 - Python
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classification-model
Here are 1,220 public repositories matching this topic...
Web app for identifying a firearm based on a picture
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Jul 16, 2024 - Vue
Fraudulent Activities - anomaly detection
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Jul 15, 2024 - Jupyter Notebook
The project aims to investigate the influence of classifier training on real-world data versus data generated by a Generative Adversarial Network (GAN).
python
deep-learning
pytorch
generative-adversarial-network
image-generation
transfer-learning
classification-model
generative-ai
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Jul 9, 2024 - Python
My portfolio website regarding data science projects. Some visualization and analysis projects reflect work for PITAPOLICY clients.
data-science
neural-networks
regression-models
nlp-machine-learning
classification-algorithm
classification-trees
regression-analysis
random-forest-classifier
classification-model
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Jul 8, 2024 - Jupyter Notebook
This project is designed to detect and alert authorities about violent incidents in school environments in real-time. Utilizes a pretrained RESNET model for image classification and Twilio API for sending notifications. Achieves approximately 93% accuracy on the test dataset.
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Jul 7, 2024 - Jupyter Notebook
An online convolutional neural network (CNN) model for classifying fashion items.
tensorflow
mnist
mlp
convolutional-neural-network
multilayer-perceptron
classification-model
mnist-fashion
tensorflowjs
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Jul 7, 2024 - Svelte
An online digit classifier using the multi-layer perceptrons (MLP) model.
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Jul 7, 2024 - Svelte
A Comparative Analysis of Machine Learning Models for Credit Card Transactions with an Emphasis on Maximizing Recall.
exploratory-data-analysis
python3
feature-selection
feature-engineering
classification-model
classimbalance
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Jul 7, 2024 - Jupyter Notebook
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Jul 6, 2024 - Jupyter Notebook
Python programming labs done throughout the course CSC406 - Artificial Intelligence
text-mining
feature-selection
data-visualisation
non-linear-regression
hierarchical-clustering
dbscan-clustering
k-means-clustering
classification-model
linear-regressions
fine-tuning-llm
data-preprcessing
model-evaluation-and-tuning
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Jul 4, 2024 - Jupyter Notebook
ValX is an open-source Python package for text cleaning tasks, including profanity detection and removal. Now also includes sensitive information detection, and removal.
python
nlp
ai
easy-to-use
cleaner
datasets
profanity-detection
profanity-filter
removal
sensitive-data
classification-model
text-cleaning
sensitive-data-detection
hate-speech-removal
offensive-speech-removal
safe-data
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Jul 3, 2024 - Python
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Jul 3, 2024 - Python
Classifies the presence of key exogenous variables in projects subject to federal NEPA (National Environmental Policy Act) review using NEPA environmental permitting reports (EISs) as input, and LangChain, Pinecone, and OpenAI API (GPT-4) to parse the reports efficiently with low costs ($0.40/report, on average) and high (>85%) correctness.
nlp
machine-learning
classification-model
environmental-data
openai-api
langchain-python
pinecone-client
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Jul 3, 2024 - Jupyter Notebook
In this project, we aim to predict whether a particular customer will switch to another telecom provider or not, a process referred to as churning and not churning in telecom terminology.
python
numpy
pandas-dataframe
machine-learning-algorithms
data-visualization
artificial-intelligence
logistic-regression
statsmodels
scikitlearn-machine-learning
classification-model
matplotlib-python
seaborn-python
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Jul 3, 2024 - Jupyter Notebook
Code on my Internship project in DDL lab
text-mining
r
correlation
regression
data-visualization
gender
decision-trees
classification-model
rule-based-model
biais
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Jul 1, 2024 - R
This project analyzes tumor cell data from 550 patients using Python. It involves data cleaning, exploratory analysis, feature engineering, and machine learning to classify tumors as malignant or benign. Techniques include PCA, logistic regression, and k-fold cross-validation to ensure model accuracy and reliability.
python
machine-learning
exploratory-data-analysis
logistic-regression
standardization
feature-engineering
data-cleaning
principal-component-analysis
classification-model
k-fold-cross-validation
correlation-heatmap
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Jun 30, 2024 - Jupyter Notebook
Quran Recitation Audio Classification project aims to classify different recitations of the Quran using machine learning techniques. It involves preprocessing audio data, extracting features, training models, and evaluating their performance
python
machine-learning
scikit-learn
quran
audio-classification
librosa
classification-model
islamic-studies
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Jun 27, 2024 - Jupyter Notebook
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Jun 27, 2024 - Python
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