主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Tips and resources to prepare for Behavioral interviews.

ML Companies Tier List and Interview Questions

Curated list of data science interview questions and answers

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

An agentic skills framework & software development methodology that works.

Resources to learn AI

Flexible, scalable, QTL analyses using generalized linear models implemented in JAX

A curated list of awesome variational inference

The python software to run mpeg framework.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

The simplest, fastest repository for training/finetuning medium-sized GPTs.

A private and secure generative AI tool, based on GPT and o models, deployed for non-clinical use at Dana-Farber Cancer Institute

A Survey on CLIP in Medical Imaging

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

This repository contains demos I made with the Transformers library by HuggingFace.

GEARS is a geometric deep learning model that predicts outcomes of novel multi-gene perturbations

PM520 Advanced Statistical Computing

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Stochastic trace estimation using JAX

Software to infer latent pleiotropic components from GWAS summary data

Software to perform multi-ancestry SNP fine-mapping on molecular data

GTEx & TOPMed data production and analysis pipelines

Differential expression of RNA-seq data using the Negative Binomial

Collection of analysis tools for quantitative trait loci

QTL Discovery using Annotations

Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜