Yan Pan's repositories
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
adam-vs-sgd
Experiments for our paper on Adam vs SGD https://arxiv.org/abs/2306.00204
BestMoment
A naive program for TartanHacks 2020
CrashCourse-PyTorch-Lab
Repository for the PyTorch lab presented for the ScottyLabs' 2020 CrashCourse event.
deep-learning-codebase
My deep learning experiment codebase
DialoGPT
Large-scale pretraining for dialogue
initialview-cc
The InitialView x United Airlines Case Competition in June 2020.
music-lstm-rbm
CMU 10-701 final project "Music Generation with LSTM-RBM".
vim-config
My NeoVim, Vim, tmux, zsh, etc. configuration
LaneGCN
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
latex-template
My LaTeX template for all kinds of stuff.
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
panyan7.github.io
Yan Pan's personal webpage
PlanE
Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs"
pyphi
A toolbox for integrated information theory.
transfer_learning
Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learning)
VL-BERT
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
vokenization
PyTorch code for EMNLP 2020 Paper "Vokenization: Improving Language Understanding with Visual Supervision"
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
WorldModels
World Models with TensorFlow 2