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124 search results found

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Play With Machine Learning Algorithms ⭐ 1,164

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

H2o4gpu ⭐ 421

H2Oai GPU Edition

Ufldl Tutorial ⭐ 382

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

Code related to blog posts on my Medium page

2018 Machinelearning Lectures Esa ⭐ 324

Machine Learning Lectures at the European Space Agency (ESA) in 2018

Predicting Car Price From Scraped Data ⭐ 305

Picture and specifications scraper

Machinelearninginaction Camp ⭐ 273

pca: A Python Package for Principal Component Analysis.

Introduction To Machine Learning ⭐ 234

This repo will house all our course material and code snippets from the Introduction to Machine Learning Class

Coloring T Sne ⭐ 203

Exploration of methods for coloring t-SNE.

Datagene ⭐ 170

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

Contrastive ⭐ 151

Contrastive PCA

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Machine Learning And Reinforcement Learning In Finance ⭐ 135

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

Regularized Linear Autoencoders ⭐ 132

Loss Landscapes of Regularized Linear Autoencoders

Python_for_data_science ⭐ 129

python_for_data_science

Dse210_probability_statistics_python ⭐ 122

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

Robustautoencoder ⭐ 110

A combination of Autoencoder and Robust PCA

Graphnn Multi Object Tracking ⭐ 107

Unofficial PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking"

Advanced_training ⭐ 105

Advanced Scikit-learn training session

Fraud Detection Using Deep Learning ⭐ 95

Ristretto ⭐ 94

Randomized Dimension Reduction Library

Pytorch Byol ⭐ 94

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Kaggle Houseprices ⭐ 88

Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-i

Weighted Principal Component Analysis (PCA) in Python

Mathematical Methods In Deep Learning Ipython ⭐ 78

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Nirpyresearch ⭐ 72

Snippets and data from the blog of Nirpy Research

Islr With Python ⭐ 68

Introduction to Statistical Learning with R을 Python으로

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Coursera Mathematics For Ml ⭐ 63

Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.

Slik_python_package ⭐ 60

A data wrangling and modeling tool.

Medium Articles ⭐ 52

Code used to obtain results for my medium articles

Isl Python ⭐ 50

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Spike_sorting ⭐ 41

Python implementation of signal processing techniques and K-means clustering to sort spikes.

Nlp Qrmine ⭐ 40

Qualitative Research support tools in Python

Machine_learning_code_with_python ⭐ 40

Machinelearningnote ⭐ 37

用python实现机器学习各种经典算法

Dimensionality Reduction And Classification On Hyperspectral Images Using Python ⭐ 36

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

Onlinerpca ⭐ 36

Online Robust Principal Component Analysis

Music Clustering ⭐ 35

K-Means Clustering and PCA to categorize music by similar audio features

Playing_with_vae ⭐ 34

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

Data Science Learning ⭐ 32

📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.

Kave Egitim ⭐ 26

Veri Bilimi, Yapay Öğrenme, Derin Öğrenme konuları işlenecektir.

Loan Prediction Dataset ⭐ 25

Quantitative evaluation of disentangled representations

Info Retrieval ⭐ 25

Information Retrieval in High Dimensional Data (class deliverables)

Datascience ⭐ 24

Sequence Graph Transform

100daysofmlcode ⭐ 23

Streaming Vis Pca ⭐ 21

Incremental PCA for Visualizing Streaming Multidimensional Data

Data Visualizations Medium ⭐ 21

Understanding Data and Machine Learning Models with Visualizations

Cshl Singlecell 2017 ⭐ 20

Single Cell Analysis course at Cold Spring Harbor Laboratory 2017

ccPCA: contrasting clusters in PCA.

predicting yelp review rating using recurrent neural networks

Foundations of Machine Learning Course Materials.

Machinelearning ⭐ 17

Implementations of machine learning algorithm by Python 3

Учебные материалы по курсам связанным с Машинным обучением, которые я читаю в УрФУ. Презентации, блокноты ipynb, ссылки

More Ml Algorithm ⭐ 16

There are more Machine Learning algorithms

Ai Ml Unit 2 ⭐ 16

Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza

Machinelearningwithpython ⭐ 15

Quick Data Science Experiments 2017 ⭐ 14

Quick-Data-Science-Experiments

Twitter_sentiment_analysis_part8 ⭐ 14

Twitter sentiment analysis part 8: Dimensionality reduction (chi-squared, PCA)

Neural Dynamics Gyration ⭐ 14

A repository containing the code accompanying the research paper "On the Rotational Structure in Neural Data" by Kuzmina E., Kriukov D., Lebedev M.

Basic Machine Learning Using Scikit Learn ⭐ 13

Mn_classifier_cnns ⭐ 12

A convolutional neural network classifier for determining the oxidation state of Manganese

Audio_cat_dog_classification ⭐ 12

Classification of WAV files from cats and dogs

Ml Image Denoising ⭐ 12

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Early Im Fault Diagnosis ⭐ 11

🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees

Clustering On The Mnist Data ⭐ 11

Comparisons between KMeans, PCA, LDA, t-SNE on the MNIST dataset

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations

Pca From Scratch Iris Dataset ⭐ 10

Implementing PCA from Scratch for iris dataset

Mathematics For Machine Learning ⭐ 10

This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London

Machinelearningzerotoall ⭐ 9

机器学习算法(python)

Image Classification with Cifar-10 dataset

Connectintensive ⭐ 9

Jupyter Notebooks for the Connect Intensive MLND Program

T Snepreprocessingcomparison ⭐ 9

Comparison of two techniques for pre-processing data for t-SNE (PCA and convolutional autoencoder).

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Data_processing_and_feature_engineering_in_machine_learning ⭐ 9

This is an attempt to summarize feature engineering methods that I have learned over the course of my graduate school.

Hyperspectral Image Classification ⭐ 9

Comparative analysis of different feature extraction techniques for hyperspectral image classification.

Pyconvnetphash ⭐ 9

image perceptual hash experiment using convolutional neural net models

Differential Robust PCA

Wahlomat_analysis ⭐ 8

Analyzes www.wahl-o-mat.de German political party data

Mml Feature Learning ⭐ 8

Miami Machine Learning Meetup - Feature Learning with Matrix Factorization and Neural Networks

Online Shoppers Purchasing Intention ⭐ 8

In this data set we have perform classification or clustering and predict the intention of the Online Customers Purchasing Intention. The data set was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period.

Machine Learning ⭐ 8

Research project and hands-on work

Machine Learning ⭐ 8

Basic Machine Learning Tutorial

Machine Learning ⭐ 8

Repository for Machine Learning Notes

Machine Learning ⭐ 7

Summer Of Ml 2021 ⭐ 7

Resource Repository for AIMLC's Summer of ML 2021

Yield_curve_dynamics ⭐ 7

A cursory look at the dynamics of zero coupon bond yield curves.

Employee Absenteeism ⭐ 7

Subspacekmeans ⭐ 7

SubspaceKMeans: Subspace k-Means

Machine Learning.jl ⭐ 7

Dpautogan ⭐ 7

Nlpspecialization ⭐ 7

This repo contains the assignment and quiz solutions of Natural Language Processing Specialization, offered on Coursera.

Credit Card Fraud Detection ⭐ 6

A project on machine learning techniques dealing with imbalanced classification (Python)

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