ptannor / augboostLinks
AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation (2019 IJCAI paper)
☆23Updated 6 years ago
Alternatives and similar repositories for augboost
Users that are interested in augboost are comparing it to the libraries listed below
Sorting:
- Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop☆92Updated 2 years ago
- A tour through recommendation algorithms in python [IN PROGRESS]☆177Updated 11 months ago
- xgboost Extension for Easy Ranking & TreeFeature☆126Updated 6 years ago
- AutoGBT is used for AutoML in a lifelong machine learning setting to classify large volume high cardinality data streams under concept-dr…☆114Updated 6 years ago
- An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad☆104Updated 2 years ago
- ☆94Updated 2 years ago
- Running LambdaMART using XGBoost☆53Updated 7 years ago
- My solution to Web Traffic Predictions competition on Kaggle.☆155Updated 7 years ago
- LightCTR is a tensorflow 2.0 based, extensible toolbox for building CTR/CVR predicting models.☆103Updated 2 years ago
- This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.☆188Updated 7 years ago
- Learning to Rank from Pair-wise data☆57Updated 6 years ago
- An implementation of our CIKM 2018 paper "Deep Conversion Attribution with Dual-attention Recurrent Neural Network"☆61Updated 6 years ago
- Python implementation of the population stability index (PSI)☆143Updated 2 years ago
- ☆70Updated 5 years ago
- Experiments on how to use machine learning to rank a product catalog☆83Updated 8 years ago
- Stacked Generalization (Ensemble Learning)☆228Updated 8 years ago
- 2nd Place Solution 💰🥈☆163Updated 2 years ago
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 3 years ago
- convert DataFrame to libffm data format in parallel☆30Updated 7 years ago
- A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.☆56Updated 5 years ago
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆256Updated 6 years ago
- Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-…☆34Updated 8 years ago
- Python implementation of LambdaMart☆186Updated 4 years ago
- ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) pr…☆106Updated 3 years ago
- A re-creation of SAS varclus procedure in Python☆23Updated 7 years ago
- My Keras implementation of Matrix Factorization (MF) and Bayesian Personalized Ranking (BPR)☆30Updated 8 years ago
- Using Deep Autoencoders for predictions of movie ratings.☆113Updated 2 years ago
- The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI☆58Updated 6 years ago
- Codes and dashboards for 4th place solution for Kaggle's Home Credit Default Risk competition☆31Updated 7 years ago
- ☆50Updated 7 years ago