YJ Chen's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Azure-OpenAI-demos
Azure Open AI (demos, documentation, accelerators).
chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
Complete-System-Design
This repository contains everything you need to become proficient in System Design
cs-video-courses
List of Computer Science courses with video lectures.
cuml
cuML - RAPIDS Machine Learning Library
dspy
DSPy: The framework for programming—not prompting—foundation models
evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
fully-local-pdf-chatbot
Yes, it's another chat over documents implementation... but this one is entirely local!
Gemini-agent-example
An examples code to make langchain agents without openai API key (Google Gemini), Completely free unlimited and open source, run it yourself on website.
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
generative-ai-on-aws
Generative AI on AWS
julep
Open-source alternative to Assistant's API with a managed backend for memory, RAG, tools and tasks. ~Supabase for building AI agents.
LLM-cookbook-for-open-science
Cookbook to use LLMs effectively for sciences, in various levels of expertise
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
magicoder
Magicoder: Source Code Is All You Need
ml-engineering
Machine Learning Engineering Open Book
pvlib-python
A set of documented functions for simulating the performance of photovoltaic energy systems.
scipy_proceedings
Tools used to generate the SciPy conference proceedings
stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
the-art-of-debugging
The Art of Debugging
timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs