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Junki Ishikawa (cafeal) πŸ‘‹


I'm machine learning engineer and web engineer working in Japan.

⚑ Machine Learning
⚑ Library Developments
⚑ Web engineering
⚑ Java sparrow breeder 🐦 (but few experiences with Java lang.)

Junki Ishikawa's Projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

aws-cdk icon aws-cdk

The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

chainercv icon chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

data icon data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

expmill icon expmill

πŸ“š Parameterize, execute, and analyze notebooks

graphwavemachine icon graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

lightgbm icon 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.

lightweight-gan icon lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

markdown-resume icon markdown-resume

A simple, elegant, and fast workflow to write resumes and CVs in Markdown.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

onnx2keras icon onnx2keras

Convert ONNX model graph to Keras model format.

optuna icon optuna

A hyperparameter optimization framework

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