Jae Hee Lee's repositories
capturing-word-order
Capturing Word Order in Averaging Based Sentence Embeddings
nn-zero-to-hero
Neural Networks: Zero to Hero
causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
dfg
A LaTeX template for a basic DFG (Deutsche Forschungsgemeinschaft, German Research Foundation) grant proposal.
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
easy-VQA
The Easy Visual Question Answering dataset.
hugo-researcher
A simple resume theme for Hugo
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
mac-network-pytorch
Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
NetDissect-Lite
Light version of Network Dissection for Quantifying Interpretability of Networks
nlxgpt
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)
Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
soho
Minimalist Hugo theme based on Hyde
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch