statistical-machine-learning

There are 3 repositories under statistical-machine-learning topic.

Wang-ML-Lab / GRDA
[ICLR 2022] Graph-Relational Domain Adaptation
adversarial-learning domain-adaptation graph-learning graphs relational-learning transfer-learning deep-learning deep-learning-models game-theory statistical-machine-learning
Language:Python 43
paidamoyo / adversarial_time_to_event
ICML 2018: "Adversarial Time-to-Event Modeling"
deep-learning healthcare-application statistical-machine-learning survival-analysis time-to-event
Language:Python 37
danielkelshaw / ConcreteDropout
PyTorch implementation of 'Concrete Dropout'
statistical-machine-learning dropout-probability dropout neural-network
Language:Python 15
anubhavshrimal / SML-Malaria-Detection
Compare Naive Bayes, SVM, XGBoost, Bagging, AdaBoost, K-Nearest Neighbors, Random Forests for classification of Malaria Cells
statistical-machine-learning machine-learning malaria-detection classification-algorithims xgboost naive-bayes-classifier svm-classifier bagging boosting-algorithms knn-classification random-forest
Language:Jupyter Notebook 11
statwangz / MATH-4432-Statistical-Machine-Learning
Tutorials for MATH 4432 Statistical Machine Learning, HKUST, Fall 2022
r statistical-machine-learning statistics
Language:HTML 10
Vanditg / COMP-SCI-7314---Introduction-to-Statistical-Machine-Learning
This repository contains assignments solutions for one of my postgraduate subjects of COMP SCI 7314 - Introduction to Statistical Machine Learning. The programming language is Python.
classification google-colab jupyter-notebook machine-learning postgraduate-subjects python statistical-machine-learning support-vector-machines svm-classifier
Language:Jupyter Notebook 10
rhnfzl / SqueakyCleanText
Clean your Text for Statistical ML and Language Model
language-model named-entity-recognition statistical-machine-learning text-cleaning text-anonymization
Language:Python 4
iamjagdeesh / Machine-Learning-Assignments
CSE 575 Statistical Machine Learning
logistic-regression knearest-neighbor-classifier statistical-machine-learning gaussian-naive-bayes-implementation kmeans-clustering mnist-dataset breast-cancer-wisconsin banknotes-classification
Language:Python 3
Vikranth3140 / CSE342-SML
Statistical Machine Learning is a 3xx-level course offered to undergrads at IIIT-Delhi.
sml statistical-learning statistical-machine-learning
Language:Python 3
aryamanjeendgar / LogGENE
Code for the paper: LogGENE, A Smooth alternative for the Check Loss
deep-learning loss-functions quantile-regression statistical-machine-learning
Language:Jupyter Notebook 2
ashutoshtiwari13 / Statistical-Learning-Hub
Attempting to make Statistics for Machine Learning easy to learn and understand
machine-learning machine-learning-algorithms machine-learning-coursera r-specialization statistical-inference statistical-learning statistical-machine-learning statistics statistics-with-r
Language:HTML 2
AyeshaUlde / BOCD
Python implementation of Bayesian Online Changepoint Detection, Adams, R. P., & MacKay, D. J. C. (2007)
bayesian-statistics statistical-machine-learning
Language:Python 2
Cstats-learner / statistical-Machine-learning
machine learning is a combination of statistics,computer science and mathematics. It uses a lot of statistical tool and mainly a lot of interpretation terms are adapt from statistics .So here I will add little but important concepts of statistics in ML.
linear-regression statistics statistical-machine-learning python stochastic-gradient-descent machine-learning machine-learning-algorithms
Language:Jupyter Notebook 2
FandM-CARES / clark
Conversational Lexical Affect Recognition Kit
sentiment-analysis statistical-machine-learning
Language:Python 2
khang3004 / Comprehensive-ML-DL-Approaches-for-Hotel-Room-Review-Score-Prediction
A comprehensive machine learning analysis of hotel data scraped from Booking.com in Ho Chi Minh City, Vietnam. This project leverages various ML techniques to extract insights from hotel reviews, images, and metadata to provide actionable intelligence for the hospitality industry.
data-mining deep-learning hotel-management-system statistical-machine-learning
Language:Jupyter Notebook 2
LossJ / Statistical-Machine-Learning
Loss J's statistical machine learning course. 🚀
knn-model linear-regression machine-learning statistical-machine-learning
Language:Jupyter Notebook 2
Marmingen / SML-lead-analysis
Analyzing the binary gender difference in lead roles using statistical machine learning
boosting data-analysis dnn knn statistical-machine-learning tree-based-methods machine-learning python
Language:Python 2
Ogarit / analise_transacoes_comerciais
Projeto para explorar dados de vendas, identificar padrões e criar modelos preditivos que otimizem estratégias comerciais e melhorem o relacionamento com clientes.
business-metrics customer-behavior data-analysis data-science-libraries data-transformation exploratory-data-analysis feature-engineering jupyter-notebook predictive-modeling python sales-management statistical-machine-learning virtual-environment
Language:Jupyter Notebook 2
paidamoyo / calibration_uncertainty_t2e
IEEE TNNLS 2020: "Calibration and Uncertainty in Neural Time-to-Event Modeling"
uncertainty calibration survival-analysis time-to-event statistical-machine-learning healthcare-application kaplan-meier
2
TomatoFT / Speech-Emotion-Recognition
Recognizing the emotion of an speech audio with ConvNet, SVM, KNN and Logistic Regression
ds102-uit flask keras speech-emotion-recognition statistical-machine-learning tensorflow
Language:Jupyter Notebook 2
arahatashun / Statistical_Machine_Learning
Assignments of lecture
machine-learning statistical-machine-learning
Language:Python 1
coinslab / StatPruneNet
Development and Evaluation of Neural Net Sensitivity-Based Pruning Algorithms Using Statistical Inference
neural-network-compression optimization-algorithms pruning statistical-machine-learning
Language:Python 1
GinoShun / Steam-Game-Recommendation-System
This project aim to build a recommendation system for Steam games. It utilizes different machine learning models including LSTM, ResNet, and NCF (Neural Collaborative Filtering) to predict and recommend games based on user data and interactions.
convolutional-neural-networks statistical-machine-learning time-series-analysis
Language:Jupyter Notebook 1
igabr / TTIC_STATML
TTIC Statistical Machine Learning
statistical-machine-learning machine-learning
Language:Jupyter Notebook 1
pourmand1376 / SML-projects
Statistical Machine Learning coursework (Sharif University of technology)
statistical-machine-learning coursework sharif-university
Language:HTML 1
sinhasagar507 / Ames-house-price-prediction
Developed and deployed a predictive model for estimating housing prices using the Ames Housing Dataset. Utilized advanced regression techniques and feature engineering to achieve high accuracy. Successfully implemented the model as an interactive web application on Streamlit, enabling real-time predictions.
deployment exploratory-data-analysis predictive-modeling statistical-machine-learning
Language:Jupyter Notebook 1
Szymon-Budziak / Elements_of_Statistical_Machine_Learning_course_AGH
Solutions from Elements of Statistical Machine Learning course at AGH UST. If you use it and it helped you please leave a star ⭐
machine-learning machine-learning-algorithms python statistical-machine-learning
Language:Jupyter Notebook 1
Tanarhw / Income-Level-ML-Classifier
A supervised machine learning project where I develop a number of models to classify an individual's income level using census data.
machine-learning r statistical-machine-learning
1
adityapradhan202 / Grimoire-Guide
Grimoire Guide is a book recommendation system which leverages statistical machine learning and NLP concepts to recommend the best books to the users. Just provide a plot or description, and it will do the rest of the job for you.
book-recommendations cosine-similarity data-science machine-learning natural-language-processing python statistical-machine-learning streamlit-application
Language:Jupyter Notebook 0
hiyuchang / MATH5470-SML
My assignments/project for MATH5470 Statistical Machine Learning
statistical-machine-learning
Language:Jupyter Notebook 0
jakeberggren / TDDE16-Text-Mining-Project
Project in the course TDDE16 - Text Mining at Linköping University
langchain openai-api statistical-machine-learning text-classification text-mining vector-database
Language:TeX 0
LucaNyckees / graph-label-propagation
The goal of this project is to implement a graph label propagation method to study and classify image data. The method has the particularity that it combines well with other classifiers to achieve enhanced performance.
graph-algorithms image-classification statistical-machine-learning
Language:Python 0
Ubriacopo / muffin-stat-project
The Muffin vs Chihuahua NN assignment for the Statistical Methods for ML course of UNIMi.
neural-network statistical-machine-learning
Language:Jupyter Notebook 0
asutoshkaranam / statistical-machine-learning
Arizona State University - EEE 549 Statistical Machine Learning Fall 2024
artificial-intelligence deep-learning machine-learning statistical-machine-learning statistics
Language:Python
pranavgautam29 / flight-price-prediction
The Flight Price Prediction project uses machine learning to forecast flight ticket prices based on historical data. Hosted on Streamlit Community Cloud and deployed via Streamlit, this application allows users to input flight details such as departure and arrival airports, travel dates, and class to receive accurate price predictions.
machine-learning prediction-model regression scikit-learn statistical-machine-learning streamlit
Language:Jupyter Notebook
zhiherntom / COMP90051-Project-1
Authorship attribution is a task to identify the author of a given document. Our task is to come up with test predictions for an authorship attribution problem given a training set and test inputs.
statistical-machine-learning university-project
Language:Jupyter Notebook

statistical-machine-learning

Wang-ML-Lab / GRDA

paidamoyo / adversarial_time_to_event

danielkelshaw / ConcreteDropout

anubhavshrimal / SML-Malaria-Detection

statwangz / MATH-4432-Statistical-Machine-Learning

Vanditg / COMP-SCI-7314---Introduction-to-Statistical-Machine-Learning

rhnfzl / SqueakyCleanText

iamjagdeesh / Machine-Learning-Assignments

Vikranth3140 / CSE342-SML

aryamanjeendgar / LogGENE

ashutoshtiwari13 / Statistical-Learning-Hub

AyeshaUlde / BOCD

Cstats-learner / statistical-Machine-learning

FandM-CARES / clark

khang3004 / Comprehensive-ML-DL-Approaches-for-Hotel-Room-Review-Score-Prediction

LossJ / Statistical-Machine-Learning

Marmingen / SML-lead-analysis

Ogarit / analise_transacoes_comerciais

paidamoyo / calibration_uncertainty_t2e

TomatoFT / Speech-Emotion-Recognition

arahatashun / Statistical_Machine_Learning

coinslab / StatPruneNet

GinoShun / Steam-Game-Recommendation-System

igabr / TTIC_STATML

pourmand1376 / SML-projects

sinhasagar507 / Ames-house-price-prediction

Szymon-Budziak / Elements_of_Statistical_Machine_Learning_course_AGH

Tanarhw / Income-Level-ML-Classifier

adityapradhan202 / Grimoire-Guide

hiyuchang / MATH5470-SML

jakeberggren / TDDE16-Text-Mining-Project

LucaNyckees / graph-label-propagation

Ubriacopo / muffin-stat-project

asutoshkaranam / statistical-machine-learning

pranavgautam29 / flight-price-prediction

zhiherntom / COMP90051-Project-1