Ming | Gary Ang's starred repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
supervision
We write your reusable computer vision tools. 💜
gpt-crawler
Crawl a site to generate knowledge files to create your own custom GPT from a URL
Time-Series-Library
A Library for Advanced Deep Time Series Models.
alignment-handbook
Robust recipes to align language models with human and AI preferences
guardrails
Adding guardrails to large language models.
deepchecks
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.
synthetic-data-generator
SDG is a specialized framework designed to generate high-quality structured tabular data.
lm-format-enforcer
Enforce the output format (JSON Schema, Regex etc) of a language model
awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
awesome-llm-interpretability
A curated list of Large Language Model (LLM) Interpretability resources.
you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool tools
rag-demystified
An LLM-powered advanced RAG pipeline built from scratch
automate-all-the-things
First edition of the Automate All The Things Saga
deep-algotrading
A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading
cursive-py
✦ The intuitive python LLM framework
Autograd-from-scratch
Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.
Complete-ML-Ops
This repository contains everything you need to become proficient in MLOps
RAG-with-Cross-Encoder-Reranker
Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.
PolarSketcher
An arm that can sketch out drawings