jcrotinger

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

surrealdb

A scalable, distributed, collaborative, document-graph database, for the realtime web

The-Art-of-Linear-Algebra

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

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pygwalker

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

open-llms

📋 A list of open LLMs available for commercial use.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

metaflow

Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

flax

Flax is a neural network library for JAX that is designed for flexibility.

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

pythia

The hub for EleutherAI's work on interpretability and learning dynamics

griptape

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

modelzoo

awesome-huggingface

🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

nflows

Normalizing flows in PyTorch

charticulator

Interactive Layout-Aware Construction of Bespoke Charts

trankit

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

get-started-with-JAX

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

snorkel-tutorials

A collection of tutorials for Snorkel

formulaic

A high-performance implementation of Wilkinson formulas for Python.

stl-decomp-4j

Java implementation of Seasonal-Trend-Loess time-series decomposition algorithm.

lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

Perceiver

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

dcdi

Repository for "Differentiable Causal Discovery from Interventional Data"

azimuth

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

SummarizationPrograms

[ICLR 2023] PyTorch code of Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees

tripod

Tripod is a tool/ML model for computing latent representations for large sequences

ETM

Topic Modeling in Embedding Spaces