[Done] Master version: developed the stacked regression (score 0.11, top 5%) based on (xgboost, sklearn). Branch v1.0: developed linear regression (score 0.45) based on Tensorflow

✭ 25

python tensorflow xgboost kaggle-house-prices

featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

✭ 229

python feature-selection feature-extraction xgboost feature-engineering categorical-variables rfe featuretools rfecv best-encoders feature-engg

xgboost-lightgbm-hyperparameter-tuning

Bayesian Optimization and Grid Search for xgboost/lightgbm

✭ 40

python xgboost lightgbm grid-search bayesian-optimization hyperparameter-tuning

Tencent2017 Final Rank28 code

2017第一届腾讯社交广告高校算法大赛Rank28_code

✭ 85

python data-mining xgboost lightgbm cvr

Kaggle-Competition-Sberbank

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

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python machine-learning kaggle xgboost lightgbm ensemble-learning regression-models

kaggle getting started

Kaggle getting started competition examples

✭ 18

python machine-learning kaggle xgboost

secure-xgboost

Secure collaborative training and inference for XGBoost.

✭ 80

C++c python Cuda CMake java security data-science machine-learning privacy xgboost enclave collaborative-learning

recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

aws-machine-learning-university-dte

Machine Learning University: Decision Trees and Ensemble Methods

✭ 119

Jupyter Notebook machine-learning random-forest tabular-data xgboost lightgbm decision-trees boosting catboost

Apartment-Interest-Prediction

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

✭ 17

Jupyter Notebook python machine-learning natural-language-processing clustering kaggle kaggle-competition xgboost lightgbm gradient-boosting geolocalization

kserve

Serverless Inferencing on Kubernetes

✭ 1,621

python go shell kubernetes machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost k8s service-mesh istio model-serving kubeflow knative model-interpretability kubeflow-pipelines kserve

Automatic-Stock-Trading

Trading Algorithm by XGBoost

✭ 58

python trading xgboost stock-price-prediction

mloperator

Machine Learning Operator & Controller for Kubernetes

✭ 85

go Makefile shell Dockerfile kubernetes machine-learning spark deep-learning mxnet notebook tensorflow scikit-learn mpi keras pytorch xgboost tensorboard k8s dask kubernetes-operator mlops

stock-market-prediction-via-google-trends

Attempt to predict future stock prices based on Google Trends data.

✭ 45

python machine-learning stock-market data-visualisation xgboost stock-price-prediction trends stock-prices daily-data google-trends google-trends-api bollinger-bands mlpclassifier stock-crash

kaspersky hackathon

https://events.kaspersky.com/hackathon/

✭ 25

Jupyter Notebook lstm xgboost anomaly-detection

Quora question pairs NLP Kaggle

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

✭ 17

Jupyter Notebook python nlp tensorflow scikit-learn xgboost nlp-machine-learning quora-question-pairs

datascienv

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

✭ 53

python data-science numpy scikit-learn pandas seaborn xgboost lightgbm matplotlib imbalanced-data catboost tensorflow2 pycaret datascienv data-science-env

handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

✭ 285

machine-learning deep-neural-networks reinforcement-learning deep-learning neural-network random-forest tensorflow svm scikit-learn recurrent-neural-networks xgboost autoencoder ensemble-learning gradient-boosting

mlforecast

Scalable machine 🤖 learning for time series forecasting.

✭ 96

Jupyter Notebook python machine-learning time-series forecast xgboost forecasting lightgbm dask

RobustTrees

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

✭ 62

C++scala python r Cuda java xgboost gbdt gbm gbrt decision-trees adversarial-examples robust-decision-trees

data-science-popular-algorithms

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

✭ 65

Jupyter Notebook python r scala machine-learning datascience xgboost recommendation-system kmeans lda data-science-portfolio decision-tree linear-discriminant-analysis lda-model movie-recommender

rust-xgboost

Rust bindings for XGBoost.

✭ 77

rust machine-learning ffi xgboost

AutoTabular

Automatic machine learning for tabular data. ⚡🔥⚡

✭ 51

python data-science machine-learning deep-learning scikit-learn tabular-data xgboost lightgbm structured-data feature-engineering hpo automl catboost pytorch-lightning

Kaggle

Kaggle Kernels (Python, R, Jupyter Notebooks)

✭ 26

Jupyter Notebook data-science machine-learning exploratory-data-analysis data-visualization kaggle-competition r-markdown xgboost rstats lightgbm r-language predictive-modeling jupyter-notebooks kaggle-dataset covid-19

MSDS696-Masters-Final-Project

Earthquake Prediction Challenge with LightGBM and XGBoost

✭ 58

Jupyter Notebook python learning machine prediction kaggle xgboost lightgbm earthquake

Github-Stars-Predictor

It's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 stars.

✭ 34

Jupyter Notebook javascript python nodejs github-api machine-learning deep-neural-networks deep-learning random-forest github-stars keras prediction data-visualization seaborn xgboost matplotlib catboost gradient-boosting-regressor

neptune-client

📒 Experiment tracking tool and model registry

✭ 348

python visualization learning monitoring repository tensorflow optimization logger machine logging keras ml pytorch versioning comparison xgboost lightgbm rl dl mlops optuna

MannvilleGroup Strat Hackathon

stratigraphic machine-learning - active work moved to Predictatops

✭ 17

Jupyter Notebook Lasso HTML pandas curve xgboost geology stratigraphy well-logs

dmatrix2np

Convert XGBoost's DMatrix format to np.array

✭ 14

python machine-learning numpy xgboost

ml-simulations

Animated Visualizations of Popular Machine Learning Algorithms

✭ 33

r machine-learning animation data-visualization xgboost pca rstats expectation-maximization kmeans knn

stackgbm

🌳 Stacked Gradient Boosting Machines

✭ 24

r machine-learning xgboost gbdt gbm lightgbm ensemble-learning decision-trees gradient-boosting catboost model-stacking

Machine-Learning-Models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

sagemaker-xgboost-container

This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.

✭ 93

python java training aws machine-learning inference xgboost gbm distributed-training sagemaker

kaggle-berlin

Material of the Kaggle Berlin meetup group!

✭ 36

fun data-science machine-learning kaggle xgboost learning-by-doing feature-engineering

XGBoost-in-Insurance-2017

Data and Code to reproduce results for my talk at Paris: R in Insurance 2017 Conference

✭ 16

r C++insurance pricing xgboost xgb optimisation

aws-customer-churn-pipeline

An End to End Customer Churn Prediction solution using AWS services.