charismaticchiu

Advanced_Programming_Principles

OCaml-based functional programming materials.

aws_spark_xgboost

USC Distributed and Parallel Computation project

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

Change_detection_patchmatch

Software for detecting changes between two images using SIFT and Patchmatch, and outline changed area ursing RANSAC

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

MCMC-optimization

Markov Chain Monte Carlo (MCMC) for optimization

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

NumericalAnalysis

Implementation of a bunch of numerical methods and their analysis

TF-fileTypeDetection

TensorFlow trained Byte Histograms for Better MIME Detection

charismaticchiu/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

charismaticchiu/Multilabel-Music-Emotion-Recognition-

Part of My Affective Computing Project

charismaticchiu/Name-Entity-Recognition-CS699

Simple methods for NER, including vanilla LSTM, LSTM + GloVe embedding, CRF. For CSCI699

charismaticchiu/Adversarial_Resolution

charismaticchiu/alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM (Android/Linux/Windows/Mac)

charismaticchiu/Causality

charismaticchiu/charismaticchiu.github.io

Personal Website

charismaticchiu/CIFAR-Background

CIFAR10 and CIFAR100 with background colors labelled.

charismaticchiu/cvpr-latex-template

Extended LaTeX template for CVPR/ICCV papers

charismaticchiu/DDI-CoCo

Repository for DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT OF COLOR CONTRAST IN MACHINE-ASSISTED SKIN DISEASE DETECTION

charismaticchiu/deeplearning-models

A collection of various deep learning architectures, models, and tips

charismaticchiu/graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

charismaticchiu/graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

charismaticchiu/machine-learning-for-trading

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

charismaticchiu/memory-hack

Hack Your Working Memory

charismaticchiu/Movie-Summarization

charismaticchiu/NeMo

NeMo: a toolkit for conversational AI

charismaticchiu/NIID-Bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

charismaticchiu/nlp-recipes

Natural Language Processing Best Practices & Examples

charismaticchiu/Papers

charismaticchiu/PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

charismaticchiu/PlotNeuralNet

Latex code for making neural networks diagrams

charismaticchiu/pytorch-seq2seq

An open source framework for seq2seq models in PyTorch.

charismaticchiu/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

charismaticchiu/Relation-Extraction

charismaticchiu/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.

charismaticchiu/tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

charismaticchiu/vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

charismaticchiu/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

charismaticchiu/WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks