jia-yi-chen Goto Github PK

3dmodel-to-2dart-dataset

A small dataset for generating art image from a real-world object (represented by multiple views of 3D model)

af-folia

A beautiful, simple, clean, and responsive Jekyll theme for academics

arch2vec

AutoML

awesome-multi-task-learning

2023 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

bandit-and-reinforcement-learning

Python implementation for Reinforcement Learning algorithms -- Bandit algorithms, MDP, Dynamic Programming (value/policy iteration), Model-free Control (off-policy Monte Carlo, Q-learning)

controlseqgeneration

A toy project for affective text generation via Controllable Sequence Generative Adversarial Network .

fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

gnnmutation

Mutation tool for graph neural networks

illumination-guided-neural-style-transfer

Illumination-guided Neural Style Transfer is intended for two tasks: Neural Style Transfer, and Painterly Rendering 3d Model

jia-yi-chen.github.io

jiayichen

Build a Jekyll blog in minutes, without touching the command line.

libmtl

A PyTorch Library for Multi-Task Learning

multimodal-datasets

Multimodal datasets.

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

natural-language-processing-all

Implementation of Bag of Words, Perceptron & Averaged Perceptron, Logistic Regression, POS Tagging, Hidden Markov Model, LSTM Language Model

painting3dmodel

Painterly Rendering 3d Model based on PatchMatch algorithm

preserving-color-and-recovering-exposure-in-neural-style-transfer

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch_objectdetecttrack

Object detection in images, and tracking across video frames

social-media-mining

Python Implementation of algorithms in Social Media Mining, e.g., Recommendation, Collaborative Filtering, Community Detection, Spectral Clustering, Modularity Maximization, co-authorship networks.

statistical-learning-and-graphical-models

EM algorithms, linear regression, markov chain

tape

Deep learning-based tissue compositions and cell-type-specific gene expression analysis with tissue-adaptive autoencoder (TAPE)

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.