Simple, unified interface to multiple Generative AI providers

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

WorldEx Application for subnational data indexing and discovery.

A Repo For Document AI

Metadata JSON Schemas

SAM with text prompt

GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings

State-of-the-Art Text Embeddings

🕸️ Web apps in pure Python 🐍

Dara is a dynamic application framework designed for creating interactive web apps with ease, all in pure Python.

LLM inference in C/C++

Inference code for Llama models

LLM training code for Databricks foundation models

Code for the Book Causal Inference in Python

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Short Tutorial to Probabilistic Graphical Models(PGM) and pgmpy

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

MTEB: Massive Text Embedding Benchmark

Causal Inference and Discovery in Python by Packt Publishing

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Training PyTorch models with differential privacy

English SDK for Apache Spark

A data science toolkit for the H3 geospatial grid

Integration of H3 with GeoPandas and Pandas

🎩 Project Template

Python client for Qdrant vector search engine

A guidance language for controlling large language models.

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)