Sunkyum Kim's repositories
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
bert
TensorFlow code and pre-trained models for BERT
BERT4Rec
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
bilm-tf
Tensorflow implementation of contextualized word representations from bi-directional language models
FinanceDataReader
Financial data reader
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
gensim
Topic Modelling for Humans
GloVe
GloVe model for distributed word representation
gluon-nlp
NLP made easy
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
jina
Build cross-modal and multimodal applications on the cloud
khaiii
Kakao Hangul Analyzer III
LightGBM
A fast, distributed, high performance gradient boosting (GBT, 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.
lstm-char-cnn-tensorflow
in progress
mame
MAME
MAMEToolkit
A Python toolkit used to train reinforcement learning algorithms against arcade games
multi-label-soft-f1
Train a multi-label image classifier with macro soft-F1 loss in TensorFlow 2.0
NeuRec
Next RecSys Library
rappor
RAPPOR: Privacy-Preserving Reporting Algorithms
recommenders
Best Practices on Recommendation Systems
splade
SPLADE: sparse neural search (SIGIR21, SIGIR22)
stellargraph
StellarGraph - Machine Learning on Graphs
tensorflow
Computation using data flow graphs for scalable machine learning
tokenizers
š„Fast State-of-the-Art Tokenizers optimized for Research and Production
torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
ULTRA
Unbiased Learning To Rank Algorithms (ULTRA)