Chih-Ming Chen's repositories
awesome-network-embedding
A curated list of network embedding techniques.
competitive-recsys
A collection of resources for Recommender Systems (RecSys)
eval_word_embeddings
evaluate the word embeddings similarity with ease
list_of_recommender_systems
A List of Recommender Systems and Resources
bandit_reranker
using bandit as reranking method (on-going project)
avito_kaggle_baseline
The baseline solution (1062 NCCU WSM final project)
proNet-core
A general-purpose network embedding framework: pair-wise representations optimization Network
1052DataScience
1052 NCCU Data Science Assignments
awesome-coronavirus
🦠Useful projects and resources for COVID-19 (2019 novel Coronavirus)
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-tw-foss
A curated list of awesome Taiwan open source projects
eval-word-vectors
Easy to use scripts for evaluating word vectors on a variety of tasks.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
karateclub
A general purpose community detection and network embedding library for research built on NetworkX.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
PinSage-tf2.0
[WIP] an implement of PinSage recommender system