Popular GitHub Repositories for Idea Validation

structured outputs for llms

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Evidently is ??an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

? Open-Source Evaluation & Testing for AI & LLM systems

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

A high-level machine learning and deep learning library for the PHP language.

Automatically find issues in image datasets and practice data-centric computer vision.

Grounding DINO 1.5: IDEA Research's Most Capable Open-World Object Detection Model Series

Perception toolkit for sim2real training and validation in Unity

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

让你能够在IDEA里实现聊天、下棋、斗地主！

Create MVPs with AI in seconds

DevoxxGenie is a plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio, GPT4All, Jan and Llama.cpp) and Cloud based LLMs to help review, test, explain your project code.

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

A full pipeline AutoML tool for tabular data

State-of-the art Automated Machine Learning python library for Tabular Data

Engy is an AI-powered development tool that generates fully functional web applications from natural language, streamlining the process from idea to working prototype.

Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT