Machine Learning - The Algorithms

The Algorithms

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Machine Learning

Apriori Algorithm

Automatic Differentiation

Data Transformations

Decision Tree

Dimensionality Reduction

Run

Frequent Pattern Growth

Gradient Boosting Classifier

Gradient Descent

K Means Clust

K Nearest Neighbours

Linear Discriminant Analysis

Linear Regression

Local Weighted Learning

Logistic Regression

Loss Functions

Lstm Prediction

Mfcc

Multilayer Perceptron Classifier

Polynomial Regression

Scoring Functions

Self Organizing Map

Sequential Minimum Optimization

Similarity Search

Support Vector Machines

Word Frequency Functions

Xgboost Classifier

Xgboost Regressor

A Star Search

Adaline Learning

K Nearest Neighbors

Kohonen Som Topology

Kohonen Som Trace

Neural Network

Ordinary Least Squares Regressor

Vector Ops

K Means Clustering

Cholesky

Average Margin Ranking Loss

Hinge Loss

Huber Loss

Kl Divergence Loss

Mean Absolute Error Loss

Mean Squared Error Loss

Negative Log Likelihood

Adam

ARIMA with Pyramid

Association

Basic of Tensor Flow

Similarity

K-Fold Cross-Validation of Decision Tree Regression

Python Basics

House Price Prediction

Linear Regression Using Pandas

Matplotlib

Movie Recommendation System

Naive Bayes Classification

Movie Recommendation Sentance Embedding

Named Entity Recognition with Conditional Random Fields

Fundamentals of Numpy

Image Denoising Using Numpy

Face Recognition Using Eigen Faces

Pandas

Piecewise Linear Transform

Prophet

Reuters One vs Rest Classifier

Scikit-Learn

Support Vector Machine

Bayesian Belief Networks

Dbscan

Price Prediction Model

Random Forest Classifier

Random Forest Regression

ELU

GELU

Hyperbolic tangent(without Inbuilt)

Linear(without Inbuilt)

Parametric Re LU

Piecewise(without Inbuilt)

Re LU 6

Sigmoid(without Inbuilt)

Threshold(without Inbuilt)

Computecost

Plotdata

Run Linear Regression

Predict

Costfunction

Plotdecisionboundary

Run Logistic Regression

Brightness

ML

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