supervised-machine-learning

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.

reinforcement-learning tensorflow linear-regression xgboost artificial-neural-networks logistic-regression recommender-system regularization gradient-descent tree-ensemble kmeans-clustering anomaly-detection supervised-machine-learning unsupervised-machine-learning multiple-linear-regression

UpdatedJan 25, 2023
Jupyter Notebook

sharmapratik88 /AIML-Projects

Star166

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp data-science machine-learning statistics computer-vision random-forest data-visualization recommendation-system logistic-regression support-vector-machines decision-tree-classifier gradient-boosting-classifier knearest-neighbor-algorithm oversampling supervised-machine-learning unsupervised-machine-learning catboost ensemble-machine-learning machinelearningprojects datascienceproject

UpdatedAug 23, 2021
Jupyter Notebook

Goekdeniz-Guelmez /mlx-lm-lora

Star127

Train Large Language Models on MLX.

training apple deep-learning ml supervised-machine-learning fine dpo rlhf finetuning-llms

UpdatedJul 10, 2025
Python

lucylow /Deep-Learning-Mahjong---

Sponsor

Star90

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

nlp markov-model mahjong reinforcement-learning computer-vision reactjs tensorflow game-development markov-chain supervised-learning game-theory deep-q-network reinforcement softmax supervised-machine-learning npc-generator deep-neural-network deep-learning-mahjong battle-mahjong game-play

UpdatedAug 24, 2022
JavaScript

Ashleshk /Machine-Learning-A-Z-hands-on-Python-And-R-in-data-Science

Star86

Repository For Codes And Concept Taught in Udemy Course

machine-learning natural-language-processing deep-neural-networks reinforcement-learning deep-learning random-forest clustering cnn rnn ann clustering-algorithm supervised-machine-learning unsupervised-machine-learning eclat decison-trees apiori

UpdatedJul 2, 2021
Python

munich-quantum-toolkit /predictor

Star69

MQT Predictor - A Tool for Automatic Device Selection with Device-Specific Circuit Compilation for Quantum Computing

reinforcement-learning quantum-circuit supervised-machine-learning quantum-compiler

UpdatedJul 12, 2025
Python

harismuneer /Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

Star62

🏆 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.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis

UpdatedJan 30, 2025
Python

AmirAli5 /Machine-Learning

Star46

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.

machine-learning supervised-machine-learning unsupervised-machine-learning

UpdatedSep 23, 2022
Jupyter Notebook

SudhakarKuma /Machine_Learning

Star44

A repository of resources for understanding the concepts of machine learning/deep learning.

machine-learning clustering dimensionality-reduction preprocessing imbalanced-data smote boosting f1-score supervised-machine-learning unsupervised-machine-learning bagging knn-classification summer-school iiith seaborn-plots datacamp-projects datacamp-machine-learning critical-concepts

UpdatedJul 24, 2021
Jupyter Notebook

ExcViral /adaptive-forex-forecast

Star43

An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms

machine-learning machine-learning-algorithms trading-bot prediction adaptive-learning predictive-modeling predictive-analytics adaptive-filtering forex-trading forex-prediction supervised-machine-learning forecasting-model

UpdatedSep 9, 2018
Python

theakshaydas /PGP-AIML

Star34

Repo for AIML case studies and projects

python machine-learning natural-language-processing ai computer-vision deep-learning machine-learning-algorithms ml python3 artificial-intelligence supervised-learning recommendation-system ensemble-learning machinelearning recommender-system deeplearning supervised-machine-learning nuralnetwork

UpdatedJul 11, 2021
Jupyter Notebook

anishsingh20 /Statistical-Learning-using-R

Star32

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.

r machine-learning-algorithms statistical-learning datascience data-analysis logistic-regression regularization decision-trees predictive-modeling polynomial-regression clustering-algorithm svm-classifier k-nn boosting generalized-additive-models supervised-machine-learning bagging depth-interpretation discriminant-anlaysis

UpdatedApr 7, 2018
R

KAN-Team /Careium-AI

Star32

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 Nu…

open-source deep-neural-networks regression kotlin-android python3 classification deeplearning mvvm-architecture inception-v3 graduation-project supervised-machine-learning

UpdatedSep 8, 2022
Jupyter Notebook

msultan /SML_CV

Star28

Using supervised machine learning to build collective variables for accelerated sampling

machine-learning openmm supervised-learning enhanced-sampling plumed supervised-machine-learning metadynamics collective-variables accelerated-sampling

UpdatedJun 26, 2018
Jupyter Notebook

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