The caret package provides a set of functions in R intended to streamline creating predictive models. Its tools cover data splitting, pre-processing, feature selection, model tuning using resampling and variable importance estimation, and it offers a uniform interface and standardized common tasks.
Directory
Models & Machine Learning
Models and machine learning covers model hubs, research papers, training guides and evaluation tools. The topic mixes practical resources with reference material, so you will find repositories that host downloadable models next to sites that explain how a technique works. Some entries are collections of papers or benchmarks, and others are tutorials that walk through fine-tuning or deployment. It pays to compare the model licence, the training data, the hardware needed and the date of the last update. The field moves quickly, so verify version notes on the source before you build on anything listed here.
Library of ML-Engineering tools for rapid prototyping and experiment management.
Catniff is a small deep learning framework for JavaScript built to be Torch-like and inspired by Tinygrad APIs. It is under development, and its APIs can be unstable and backwards-incompatible. It provides tensors, autograd and optimizers, and is installed through npm.
Interactive Hugging Face app that shares a machine-learning model, framework, demonstration or technical resource.
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.
Open-source project that provides machine-learning models, research, training resources, or evaluation tools.
Chain of Thought is a podcast hosted by Conor Bronsdon about AI and software infrastructure, featuring conversations with people building AI agents and infrastructure. Guests include people from NVIDIA, Google DeepMind, AMD, Databricks and Vercel. The show has 78 episodes and is available on YouTube, Spotify, Apple Podcasts and RSS.
Open-source project that provides machine-learning models, research, training resources, or evaluation tools.
Platform for creating and talking to advanced AI Characters.
Charisma.ai is a conversational AI platform for building interactive scenarios for online training and campaigns. It offers realistic conversation simulations and real-time analytics on engagement, with publication to web, VR or game engine experiences through SDKs. Plans include a pay-as-you-go option and an enterprise tier with development options.
Turns models into ML-friendly containers that run just about anywhere.
基于 GLM 大模型,不只是 AI 助手,更是能帮你把事办成的 Agent。从理解目标到调用工具、从拆解任务到协调配合,把回答变成交付结果。.
ChatGLM2-6B is the second-generation version of the open-source bilingual (Chinese-English) chat model ChatGLM-6B.
ChatGPT for Jupyter is a browser extension that provides AI-powered helper functions within Jupyter Notebooks, powered by ChatGPT. The extension is compatible with Chrome, Edge, and Firefox browsers, with its code and documentation hosted in a public GitHub repository under the TiesdeKok organization.
An op-ed by Henry Kissinger, Eric Schmidt and Daniel Huttenlocher. Wall Street Journal, February 24, 2023.
An opinion article by Dan McQuillan arguing that ChatGPT and similar large language models function as a "bullshit generator." It describes LLMs as predicting missing words statistically and producing confident assertions without understanding, and frames the technology as a continuation of class war.
This is an academic analysis article published on The Conversation titled 'ChatGPT, DALL-E 2 and the collapse of the creative process'. It argues that the focus of these AI tools on the framing of artistic tasks fetishizes the creative moment and devalues the work required to develop an idea into a finished creative work.
ChatHelp is an AI-powered assistant platform for business, work, and study use cases. It offers over 100 AI tools, a free website chat widget for customer support, support for 175+ languages, integration with various applications, custom AI knowledge base creation, compatibility with multiple AI models including OpenAI ChatGPT, Anthropic Claude, and Google Gemini, and support for users to input their own AI API keys.
ChefBoost is a lightweight decision tree framework for Python. It supports standard algorithms including ID3, C4.5, CART, CHAID and regression trees, as well as advanced techniques such as gradient boosting, random forest and Adaboost, with support for categorical features.
Open-source project that provides machine-learning models, research, training resources, or evaluation tools.
A PyTorch based deep learning library for drug pair scoring.
Project that automatically maps relationship networks by parsing public data using LLMs and visualizes it as an interactive graph.
Chunk Tuner is a tool that benchmarks chunking strategies for a RAG corpus and recommends a configuration. It benchmarks strategies such as fixed-token windows, recursive character splitting, semantic splitting and PDF structural chunking, scoring each against retrieval metrics. It is available as a Python library, a CLI and an MCP server.
AI platform for computer vision and NLP.