In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

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Jupyter Notebook python machine-learning random-forest scikit-learn neural-networks clusters knn lime classifiers explainable-ai explainable-ml xai heirarchical-clustering breast-cancer-dataset dlime

pedestrian-detection

Pedestrian Detection using Non Maximum Suppression

✭ 30

python numpy scikit-learn artificial-intelligence object-detection convolutional-neural-network pedestrian-detection non-maximum-suppression open-cv mahcine-learning

ML-Track

This repository is a recommended track, designed to get started with Machine Learning.

✭ 19

Jupyter Notebook visualization machine-learning clustering numpy scikit-learn regression pandas classification bias-variance dimesion-reduction

Voice4Rural

A complete one stop solution for all the problems of Rural area people. 👩🏻‍🌾

✭ 12

python Jupyter Notebook javascript HTML CSS machine-learning natural-language-processing mongodb deep-learning hackathon reactjs tensorflow scikit-learn chartjs pandas artificial-intelligence decision-trees fastapi

audio noise clustering

https://dodiku.github.io/audio_noise_clustering/results/ ==> An experiment with a variety of clustering (and clustering-like) techniques to reduce noise on an audio speech recording.

✭ 24

python TeX HTML CSS machine-learning clustering dsp scikit-learn speech audio-analysis data-reduction noise-reduction audio-processing

nlp workshop odsc europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…

✭ 127

Jupyter Notebook machine-learning natural-language-processing deep-learning tensorflow scikit-learn jupyter-notebook transformers pytorch spacy nltk gensim transfer-learning

20-newsgroups text-classification

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

✭ 41

Jupyter Notebook nlp text-classification naive-bayes scikit-learn naive-bayes-classifier multiclass-classification

pycobra

python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.

✭ 111

python TeX visualization scikit-learn machine-learning-algorithms visualisation regression classification ensemble-learning machine-learning-library voronoi-diagram aggregation predictor

ml-rest

REST API (and possible UI) for Machine Learning workflows

✭ 62

python HTML machine-learning rest-api scikit-learn

skrobot

skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.

✭ 22

python data-science machine-learning scikit-learn feature-selection artificial-intelligence model-selection modelling feature-engineering hyperparameter-tuning model-evaluation model-training model-tuning predictive-modelling

rezonance

Content Based Music Recommendation Service

✭ 28

Jupyter Notebook react heroku scikit-learn music-recommendation-system

website-fingerprinting

Deanonymizing Tor or VPN users with website fingerprinting and machine learning.

ml webapp

Explore machine learning models. Leveraging scikit-learn's models and exposing their behaviour through API

✭ 29

python HTML machine-learning django scikit-learn

TextClassification

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

✭ 86

python data-mining text-classification svm scikit-learn

ASD-ML-API

This project has 3 goals: To find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library. (Classification Problem) Compare the accuracy of the accuracy of the determined pipeline, with a standard Naive-Bayes classifier. Saving the classifier as an external file, and use this file in a Flask…

✭ 14

Rich Text Format Jupyter Notebook python machine-learning genetic-algorithm scikit-learn flask-api tpot

emoji-prediction

🤓🔮🔬 Emoji prediction from a text using machine learning

✭ 41

python shell emoji machine-learning scikit-learn

bayarea-2019-scikit-sprint

Bay Area WiMLDS scikit-learn open source sprint (Nov 2, 2019)

✭ 16

diversity machine-learning opensource scikit-learn datascience women-in-tech

RobustPCA

No description or website provided.

✭ 15

python scikit-learn machine-learning-algorithms pca-analysis robust-pca

introduction-to-neural-networks

No description or website provided.

✭ 23

javascript CSS HTML python machine-learning workshop neural-network scikit-learn mnist-database

face rating

Face/Beauty Rating with both the traditional ML approaches and Convolutional Neural Network Approach

✭ 68

Jupyter Notebook python scikit-learn convolutional-neural-networks landmark face-rating

scitime

Training time estimation for scikit-learn algorithms

✭ 119

python shell data-science machine-learning timer scikit-learn

CreditCard Fraud Detection

利用Logistic回归实现信用卡欺诈检测

✭ 31

python machine-learning scikit-learn

sklearn-matlab

Machine learning in Matlab using scikit-learn syntax

✭ 27

matlab machine-learning scikit-learn

scikit-learn-intelex

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

✭ 887

python C++cython shell CMake c Batchfile machine-learning big-data analytics gpu scikit-learn machine-learning-algorithms intel data-analysis ai-training oneapi ai-inference swrepo ai-machine-learning

scikit-hyperband

A scikit-learn compatible implementation of hyperband

✭ 68

python shell machine-learning scikit-learn hyperparameter-optimization hyperparameter-tuning hyperband algorithm-configuration

PredictionAPI

Tutorial on deploying machine learning models to production

✭ 56

Jupyter Notebook python Dockerfile api docker flask json machine-learning tutorial scikit-learn production aws-elastic-beanstalk

sktime-tutorial-pydata-amsterdam-2020

Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020

✭ 115

Jupyter Notebook python machine-learning time-series scikit-learn pydata tutorials sktime

Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently t…

✭ 41

python machine-learning random-forest dtw scikit-learn classification logistic-regression similarity-measures trajectory-analysis knn trajectory scikitlearn-machine-learning classifiers

hub

Public reusable components for Polyaxon

✭ 8

python docker kubernetes machine-learning automation notebook azure tensorflow scikit-learn s3 pytorch gcs tensorboard jupyterlab deeplearning polyaxon sagemaker kaniko mlops vertex-ai

Movie-Recommendation-Chatbot

Movie Recommendation Chatbot provides information about a movie like plot, genre, revenue, budget, imdb rating, imdb links, etc. The model was trained with Kaggle’s movies metadata dataset. To give a recommendation of similar movies, Cosine Similarity and TFID vectorizer were used. Slack API was used to provide a Front End for the chatbot. IBM W…

✭ 33

Jupyter Notebook python slack natural-language-processing watson scikit-learn chatbot pandas artificial-intelligence recommendation-engine movie-recommendation tabulate

pygrams

Extracts key terminology (n-grams) from any large collection of documents (>1000) and forecasts emergence

✭ 52

python nlp natural-language-processing scikit-learn nltk tf-idf patents emergence-calculations dsc-projects

100DaysOfMLCode

I am taking up the #100DaysOfMLCode Challenge 😎

✭ 12

Jupyter Notebook python machine-learning deep-learning jupyter numpy scikit-learn pandas keras-tensorflow

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

✭ 199

python data-science machine-learning data-mining scikit-learn sklearn classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

intro-to-ml

A basic introduction to machine learning (one day training).

✭ 15

Jupyter Notebook python machine-learning scikit-learn jupyter-notebook introduction

go-ml-benchmarks

⏱ Benchmarks of machine learning inference for Go

✭ 27

go python Makefile Jupyter Notebook C++CMake machine-learning scikit-learn grpc inference xgboost benchmarks

TF-Speech-Recognition-Challenge-Solution

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

✭ 58

Jupyter Notebook python shell raspberry-pi deep-learning neural-network tensorflow scikit-learn speech recurrent-neural-networks speech-recognition ensemble-learning convolutional-neural-networks audio-recognition

pipeline

PipelineAI Kubeflow Distribution

notebooks

A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker tags:

✭ 29

Dockerfile python shell Jupyter Notebook docker data-science machine-learning deep-learning jupyter notebook tensorflow docker-image scikit-learn jupyter-notebook pytorch starter-kit gpu-computing tensorlayer gpu-ready

lending-club

Applying machine learning to predict loan charge-offs on LendingClub.com

✭ 39

Jupyter Notebook machine-learning scikit-learn jupyter-notebook pandas loan-data loan-default-prediction

kenchi

A scikit-learn compatible library for anomaly detection

✭ 36

python data-science machine-learning data-mining statistics scikit-learn outlier-detection anomaly-detection novelty-detection one-class-classification

301-354 of 354 scikit-learn projects

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