A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.
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Sep 28, 2019 - Python
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light-gbm
Here are 21 public repositories matching this topic...
Open solution to the TalkingData AdTracking Fraud Detection Challenge
python data-science machine-learning deep-learning neptune pipeline-framework kaggle lightgbm light-gbm talkingdata-challenge
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Jun 22, 2022 - Jupyter Notebook
This is Kaggle Competition for predicting next 28 data sales for products in 3 states of United States
pandas kaggle-competition adaboost feature-engineering regression-models lstm-neural-networks keras-tensorflow light-gbm catboost time-series-forecasting
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Oct 11, 2020 - Jupyter Notebook
🟣 LightGBM interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.
data-science machine-learning interview-practice coding-interviews interview-preparation technical-interview-questions light-gbm machine-learning-interview data-science-interview data-scientist-interview software-engineer-interview data-science-interview-questions coding-interview-questions machine-learning-interview-questions ai-interview-questions machine-learning-and-data-science light-gbm-interview-questions light-gbm-questions light-gbm-tech-interview
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Jan 8, 2024
Data Mining Final Project
machine-learning clustering exploratory-data-analysis xgboost feature-engineering ensemble-model partial-dependence-plot customer-segmentation light-gbm
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Mar 20, 2022 - Jupyter Notebook
Predicting the medical costs charged by health insurers
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Mar 8, 2024 - Jupyter Notebook
Predicting the time remaning for the next Earthquake. Kaggle Competition
kaggle-competition feature-engineering timeseries-data xgboost-algorithm light-gbm catboost machinelearning-python earthquake-prediction
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May 27, 2019 - Jupyter Notebook
Earthquake Prediction using Regression Models
python machine-learning data-mining regression feature-engineering gradient-boosting light-gbm random-forest-regression predictors earthquake-prediction
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Jun 5, 2023 - Jupyter Notebook
multi-variate deep time series forecasting ensemble models
deep-learning time-series feature-extraction stock-price-prediction light-gbm time-series-forecasting light-gradient-boosting-machine multi-variate-analysis uni-variate-analysis
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Sep 22, 2023 - Python
Determining whether two questions are asking the same thing can be challenging, as word choice and sentence structure can vary significantly. Traditional natural language processing techniques been found to have limited success in separating related question from duplicate questions. In this paper, we explore methods of determining semantic equi…
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Jul 7, 2018 - Jupyter Notebook
Heroku web service client for sklearn2sql
mysql sql sql-server hive deployment random-forest sqlite scikit-learn postgresql oracle regression scoring xgboost classification teradata decision-tree web-service ibm-db2 in-database light-gbm
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Oct 26, 2022 - Python
A Light GBM and LSTM based model to predict whether a windows machine will soon be affected by a malware based on the specifications of the machine.
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May 3, 2020 - Jupyter Notebook
A logistic regression model with cross-validation strategy employed onto it to produce good enough results for India ML Hiring Hackathon 2019 and securing 410th rank.
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Aug 31, 2019 - Jupyter Notebook
Sauti East Africa request for a segmentation analysis on all of their user's behavior. Sauti wishes to better optimize their menu design and explore the feasibility of smart menus based on user predicted behavior.
python machine-learning k-means-clustering light-gbm random-forest-regression data-analysis-python pandas-python data-visualization-python numpy-python sckit-learn-pipeline
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Jan 29, 2024 - Jupyter Notebook
A project initiated to participate in DataMeka Singapore Competition to predict house prices. Multiple models are developed and compared, whereas LightGBM performs the best.
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May 3, 2023 - Jupyter Notebook
Solution to the Kepler exoplanet hunt by SmokeTrees
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Mar 19, 2019 - Python
Salary prediction web application created using machine learning algorithms
python flask encoding data-science machine-learning numpy linear-regression sklearn jupyter-notebook pandas data-visualization seaborn matplotlib feature-engineering ridge-regression lasso-regression light-gbm gradient-boosting-regressor ordinal-encoder one-hot-encoder
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Jan 29, 2023 - Jupyter Notebook
Provide pricing prediction as guideline for future airbnb hosts
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Mar 20, 2020 - Jupyter Notebook
[KSC 학부생 논문] Short-Form 영상 시청 패턴 분석 및 영상 시청 여부 예측 모델 개발 (장려상)
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Aug 6, 2024 - Jupyter Notebook
This project is a comprehensive machine learning dag pipeline designed to predict the potability of water. It integrates various stages of the machine learning lifecycle, from data extraction and cleaning to model training and evaluation.
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Aug 22, 2024 - Jupyter Notebook
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