orchardbirds

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ruff

An extremely fast Python linter and code formatter, written in Rust.

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

onnx

Open standard for machine learning interoperability

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

open_flamingo

An open-source framework for training large multimodal models.

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

app

COVID-19 App

scikit-lego

Extra blocks for scikit-learn pipelines.

leaked-system-prompts

Collection of leaked system prompts

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

retvec

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

gmr

Gaussian Mixture Regression

probatus

Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.

skorecard

scikit-learn compatible tools for building credit risk acceptance models

onnx_clip

An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.

kaladin

Machine learning tool aimed at automating cheat detection using insights data.

lakera

bokbokbok

Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM

canica

A text embedding viewer for the Jupyter environment

RuleCovering

Rule covering for interpretation and boosting

RotationForest

Implementation of the Rotation Forest by Rodriques et al. 2006

TransferBoost

Tooling for transfer learning with Boosting Models