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161 search results found

Hdb_resale_prices ⭐ 18

Predicted and identified the drivers of Singapore HDB resale prices (2015-2019) with 0.96 Rsquare & $20,000 MAE. Web app deployment using Streamlit for user price prediction.

Tricentis Lead Scoring ⭐ 18

Lead Scoring: Optimizing SaaS Marketing-Sales Funnel by Extracting the Best Leads with Applied Machine Learning

Bubble_plot ⭐ 18

Visualize linear and non-linear connections between numerical/categorical features (2D histogram with bubbles)

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Data Science ⭐ 17

Utilizing Kaggle Data and Real-World Data for Data Science and Prediction in Python, R, Excel, Power BI, and Tableau.

Aligned describes data dependencies in ML systems, and reduce technical data debt

Featuretoolsonspark ⭐ 16

A simplified version of featuretools for Spark

A scalable, declarative, low-code framework for real-time and batch feature calculation/management (quant finance, anomaly/fraud detection, etc.), predictive ML training/inference and simulation. Built on top of Ray

Pubmed Best Match ⭐ 15

Machine-learning based pipeline relying on LambdaMART currently used in PubMed for relevance (Best Match) searches

Rheoceros ⭐ 15

Cloud-based AI / ML workflow and data application development framework

Competitive_dai ⭐ 15

The code to generate a top 20 score in the amazon classification challenge using Driverless AI's predictions and feature engineering : In line with this video : https://www.youtube.com/watch?v=qtUNyJlAID0&t=11s

50 Days Of Statistics For Data Science ⭐ 15

This repository consist of a 50-day program. All the statistics required for the complete understanding of data science will be uploaded in this repository.

A WIP library for developing ML pipelines using Ibis

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

Kxy Python ⭐ 14

A toolkit to boost the productivity of machine learning engineers.

An algorithmic trading framework for pydata.

Cortana Intelligence Customer360 ⭐ 13

This repository contains instructions and code to deploy a customer 360 profile solution on Azure stack using the Cortana Intelligence Suite.

Divisive Intelligent K-Means algorithm (DiviK) for joint feature selection and clustering of heavily multidimensional data.

Sngramextractor ⭐ 12

Python package code repo for Implementation of syntactic n-grams (sn-gram) extraction

Automated Ml Application For Eda Streamlit Deployment Heroku ⭐ 12

This project is designed as Automated Application for performing Exploratory Data Analysis for given Dataset to generate insights using Python, Streamlit. For executing all the operations customized function has been created and with support of these functions every step will be executed. EDA like basic information about data, Tabulation Analysis, Distribution Analysis, Correlation Analysis and it has been extended to perform Advance Statistical Analysis with some Basic Feature Engineering has

Featuretools4s ⭐ 11

Run FeatureTools to automate Feature Engineering distributionally on Spark.

Genetics ⭐ 11

Genetic Algorithm in Python, which could be used for Sampling, Feature Select, Model Select, etc in Machine Learning

Mercury Dataschema ⭐ 11

Utility package that, given a Pandas DataFrame, it uses the DataSchema class which auto-infers feature types and automatically calculates different statistics depending on the types.

Feature Selection Techniques ⭐ 11

Python code source for features selection 👨‍🔬 series on medium website. 📰

Featuretools_sql ⭐ 11

Automated creation of EntitySets from relational data stored in SQL databases

Nyc Taxi ⭐ 11

Predict NYC taxi travel times (Kaggle competition)

Autolearn ⭐ 11

AutoLearn, a domain independent regression-based feature learning algorithm.

Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making model development more efficient and user-friendly

Contextfeatureextractor ⭐ 10

A neural text process python lib for context-based feature extraction on Seq-Tagging data.

Interactive ML Toolset

Ehg Oversampling ⭐ 10

Reproducing feature engineering & oversampling experiments on TPEHG DB and assessing the real impact of over-sampling

Genetic Algorithm Feature Engineering

Sklearn Features ⭐ 9

Helpful tools for building feature extraction pipelines with scikit-learn

Ddiextraction ⭐ 9

Detecting drug-drug interaction (DDI) has become a vital part of public health safety. This project is an implementation of NLP based approach for such relation extraction between entities.

Fastlapmap ⭐ 9

Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.

Monotonic Optimal Binning ⭐ 9

Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical variables.

Generic Optimization by Genetically Evolved Operation Trees

A Python library for efficient feature ranking and selection on sparse data sets.

Describer_ml ⭐ 8

A set of descriptive statistics and hypothesis tests across different types of data

Automated Transparent Genetic Feature Engineering

A no-programming Machine Learning platform for Material Design

Target Likelihood Encoding ⭐ 8

Generate target statistics

Kaggle Courses - All Exercises of the respective courses.

Cancerous_cells_scans_processing ⭐ 7

Predict survival time from PET scans

Data Science Portfolio ⭐ 7

Data Science Portfolio created for academic and personal projects.

Sk Transformers ⭐ 7

A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠

Data Scientist ⭐ 6

A Minimalist RoadMap to the Data Science World

Quality Aware Feature Store

Featurematching ⭐ 6

This is a software utility for feature matching using affine and homography transformations

Introduction To Data Analyst And Data Science ⭐ 6

Introduction to Data Analyst and Data Science for Beginners

Baiduxjtu_bigdata_2019_semi Final ⭐ 6

BigData Contest 2019 Semi-Final

Parallelized encoding of satellite imagery into easy-to-use features using the MOSAIKS algorithm.

Stravakudos ⭐ 6

🏃 🎯 Predicting Strava Kudos on my own activities using the given activity's attributes.

Electrical Devices Identification Model ⭐ 6

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

Autolabeler ⭐ 6

Autolabel is a simple GUI tool to easily assign and verify *action labels* to individual frames of your self driving dataset.

TF-Tile: an efficient sparse representation for real-valued data

Lg04qs_cycling ⭐ 5

Ground recognition via machine Learning

Link Prediction ⭐ 5

Predict links in a citation network

This capstone project aims to utilize machine learning to predict the earning power of a room rented out on Airbnb.

A Holistic Platform for Automating Data Preparation

Datacastle_hbc ⭐ 5

DataCasle精品旅行服务成单预测B榜Rank 23解决方案

Predict Life Outcomes ⭐ 5

Collaborating to solve the Fragile Families Challenge using the Ballet framework

A Z Machine Learning ⭐ 5

This repository contains the code related to machine learning knowledge. Each code has been provided from start to end with systematical vew of each concept that you will need in your journey of learning ML.

Velospark ⭐ 5

The Colorado activity recommender. This is an application I did for my data science immersive capstone project with Galvanize.

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