LIME christophm.github.io ↗

A technique for locally explaining individual predictions of any classifier.

LibraryAI & MLinterpretabilityexplainability

Recommended in 1 thread

Using LLM for confidence scoring is a bad idea
rumple.github.io · 5 days ago
Cited alongside SHAP as a serious model interpretation approach.

Liquid AI Decision Models ↗AI & ML
Models from Liquid AI trained specifically to produce decisions with calibrated confidence.
1 thread
SHAP ↗AI & ML
A library for explaining machine learning model outputs using Shapley values.
1 thread
clojure-mcp AI & ML
MCP tooling that lets LLM agents edit Clojure code and interact with a REPL.
1 thread
Artificial Analysis ↗AI & ML
A site benchmarking and comparing AI models on quality, price and speed.
0 threads
LLM UI Smells ↗AI & ML
A gist listing telltale markers of LLM-generated writing and UI.
1 thread
scikit-learn ↗AI & ML
A Python machine learning library including probability calibration tools.
1 thread
nanochat AI & ML
A minimal-code repository for training a small GPT-2-style chat model.
1 thread
Parakeet AI & ML
NVIDIA's family of open speech recognition models.
1 thread

OpenRouter ↗
A marketplace that routes API requests to many LLM inference providers.
7 threads
GLM ↗
An open-weights large language model family from Zhipu AI.
5 threads
llama.cpp
A C/C++ engine for running LLMs locally.
4 threads
GoModel ↗
LLM gateway written in Go, offered as a LiteLLM alternative.
3 threads
DeepSeek
A family of large language models offered via a low-cost API.
2 threads
OpenCode Go ↗
A subscription plan for accessing models through the OpenCode coding tool.
2 threads
Cerebras ↗
A hosted fast inference service offering Qwen models.
1 thread
Claude
Anthropic's AI model and command-line assistant.
1 thread
Claude Code gateways ↗
Documented setup for routing Claude Code through an LLM gateway for centralized control and alternate model providers.
1 thread
Cloudflare Workers AI ↗
Cloudflare's serverless platform for running hosted AI models.
1 thread
CodeCarbon ↗
An open-source Python library for estimating the carbon emissions of compute workloads.
1 thread
Codex
OpenAI's coding agent.
1 thread

Link from a commenter, not checked or endorsed by us: ↗ https://christophm.github.io/interpretable-ml-book/lime.html