jaehunjung1

openai-cookbook

Examples and guides for using the OpenAI API

PlotNeuralNet

Latex code for making neural networks diagrams

transfer.sh

Easy and fast file sharing from the command-line.

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

KeyBERT

Minimal keyword extraction with BERT

biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

LLMAgentPapers

Must-read Papers on LLM Agents.

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

android_env

RL research on Android devices.

grade-school-math

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

NRI

Neural relational inference for interacting systems - pytorch

biobert-pretrained

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

awesome-rl-nlp

Curated Reinforcement Learning Resources for Natural Language Processing

python-package-template

A template repo for Python packages

reinforcement_learning_an_introduction

Notes and exercise solutions for second edition of Sutton & Barto's book

ML-Murphy

Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy

lm_perplexity

bart-closed-book-qa

A BART version of an open-domain QA model in a closed-book setup

latex2sympy

Parse LaTeX math expressions

kg2text

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)

EA-VQ-VAE

This repo provides the code for the ACL 2020 paper "Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder"

lattice-generation

Code for Massive-scale Decoding for Text Generation using Lattices

all_of_statistics_solns

Some worked exercises from Larry Wasserman's "All of Statistics"

creak

math-trees

Use Python to create and evaluate parse trees for simple algebraic expressions.

Paper-Review

Reviews of papers on ML, DL, Statistics, Optimization, etc.

jlin816.github.io