PKBoost-AI-Labs / PkBoostLinks
PKBoost: Adaptive GBDT for Concept Drift, Built from scratch in Rust, PKBoost manages changing data distributions in fraud detection with a fraud rate of 0.2%. It shows less than 2% degradation under drift. In comparison, XGBoost experiences a 31.8% drop and LightGBM a 42.5% drop
☆62Updated 3 weeks ago
Alternatives and similar repositories for PkBoost
Users that are interested in PkBoost are comparing it to the libraries listed below
Sorting:
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.☆30Updated 2 years ago
- hnsw implemented by python☆21Updated 6 years ago
- Distributed skorch on Ray Train☆58Updated 3 years ago
- NLP with Rust for Python 🦀🐍☆70Updated 8 months ago
- ☆30Updated 4 years ago
- Reads arXiv papers using Text-to-Speech☆63Updated 2 years ago
- Automatic Machine Learning (AutoML) for Wave Apps☆32Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- Vectory provides a collection of tools to track and compare embedding versions.☆71Updated 3 years ago
- Drift detection module for machine learning pipelines.☆23Updated 2 years ago
- Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`☆47Updated last year
- Streamlit demo app to demonstrate the features of transformers interpret with multiple models.☆25Updated 4 years ago
- ML tools that we use internally and which you may find useful too.☆25Updated 3 years ago
- Train fastai models faster (and other useful tools)☆72Updated 7 months ago
- 🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library☆73Updated 4 years ago
- Datamodels for hugging face tokenizers☆86Updated this week
- A framework for evaluating semantic search across custom datasets, metrics, and embedding backends.☆38Updated 7 months ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 3 months ago
- NLP Examples using the 🤗 libraries☆40Updated 4 years ago
- A neural network hyper parameter tuner☆30Updated 2 years ago
- Pipeline components that support partial_fit.☆46Updated last year
- Pre-train Static Word Embeddings☆94Updated 4 months ago
- Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…☆44Updated 2 years ago
- ☆90Updated 6 months ago
- The fastai book, 2nd edition (in progress)☆58Updated last year
- Repository for my master thesis on automated string handling☆16Updated 4 years ago
- Multi-backend recommender systems with Keras 3☆159Updated last week
- treemind interprets tree models☆41Updated 5 months ago
- Vectorizers for a range of different data types☆103Updated 3 months ago
- Hopular: Modern Hopfield Networks for Tabular Data☆313Updated 3 years ago