There are 51 repositories under supervised-machine-learning topic.
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
Code for reproducing Manifold Mixup results (ICML 2019)
Manuscript of the book "Supervised Machine Learning for Text Analysis in R" by Emil Hvitfeldt and Julia Silge
Supervised machine learning case studies in R! 💫 A free interactive tidymodels course
Train Large Language Models on MLX.
Deep-learning inversion: A next-generation seismic velocity model building method
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
Repository For Codes And Concept Taught in Udemy Course
MQT Predictor - A Tool for Automatic Device Selection with Device-Specific Circuit Compilation for Quantum Computing
🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
In this repo, all about Machine Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Machine Learning techniques either related to Healthcare, E-commerce, Sports, or Daily Business Issues.
A repository of resources for understanding the concepts of machine learning/deep learning.
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
Repo for AIML case studies and projects
Careium is an AI android application to help in having a long well-healthy life. Helps in tracking eaten food, ingredients, and nutrients. Careium has the advantage of estimating food ingredients, by getting food images using the mobile camera or uploading a pre-captured image to the application, resulting in related info of it such as Food’s Nutrition Components.
This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.
Using supervised machine learning to build collective variables for accelerated sampling
Your one-stop shop for machine learning projects, tips, and notes – because learning should be accurate, not overfitted!
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Data analysis on my monthly playlists
👾 resources for DeSci + AI experiments: notes, ml, agents, llms, energy based models...
Exploring QSAR Models for Activity-Cliff Prediction
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.
TFM - Análisis de sentimientos en Twitter
Adjusting the prices of a product or service based on various factors in real time
This repository integrates the codes for some feature selection & clustering methods.
The data complexity library, DCoL, is a machine learning software that implements all metrics to characterize the apparent complexity of classification problems. The code is implemented in C++ and can be run on multiple platforms.
With unbalanced outcome distribution, which ML classifier performs better? Any tradeoff?
Machine Learning for Trading
Supervised machine learning case studies with caret in R! 🌟 A free interactive course
Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models
Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.