Ming-Chang Chiu's repositories
Better-May-Not-Be-Fairer-A-Study-Study-on-Subgroup-Discrepancy-in-Image-Classification
Repository for ICCV 2023 Better May Not Be Fairer: A Study on Subgroup Discrepancy in Image Classification
Multilabel-Music-Emotion-Recognition-
Part of My Affective Computing Project
Name-Entity-Recognition-CS699
Simple methods for NER, including vanilla LSTM, LSTM + GloVe embedding, CRF. For CSCI699
alpaca.cpp
Locally run an Instruction-Tuned Chat-Style LLM (Android/Linux/Windows/Mac)
charismaticchiu.github.io
Personal Website
CIFAR-Background
CIFAR10 and CIFAR100 with background colors labelled.
cvpr-latex-template
Extended LaTeX template for CVPR/ICCV papers
DDI-CoCo
Repository for DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT OF COLOR CONTRAST IN MACHINE-ASSISTED SKIN DISEASE DETECTION
deeplearning-models
A collection of various deep learning architectures, models, and tips
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
machine-learning-for-trading
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
memory-hack
Hack Your Working Memory
NeMo
NeMo: a toolkit for conversational AI
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
nlp-recipes
Natural Language Processing Best Practices & Examples
PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-seq2seq
An open source framework for seq2seq models in PyTorch.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
semantic-text-similarity
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
vision-transformers-cifar10
Let's train vision transformers (ViT) for cifar 10!
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks