YJ Chen's repositories
agents
An Open-source Framework for Autonomous Language Agents
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
audiolm-pytorch
Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
Awesome-TimeSeries-SpatioTemporal-LM-LLM
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
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 programmingโnot promptingโfoundation models
earthPT
A time series foundation model for Earth Observation
energy-forecasting
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | Learn MLE & MLOps for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
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 ๐ https://microsoft.github.io/generative-ai-for-beginners/
generative-ai-on-aws
Generative AI on AWS
hands-on-llms
Learn how to engineer your end-to-end LLM ecosystem: training, streaming, and inference pipelines | deploy & automate | work in progress...
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
map-sat
Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps
ml-engineering
Machine Learning Engineering Open Book
scikit-llm
Seamlessly integrate LLMs into scikit-learn.
stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
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