nakamura41 Goto Github PK

leagueoflegends_matches_analysis

Data analysis on League of Legends dataset.

machine-learning-for-software-engineers

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

markdown2pdf

[Deprecated] A command line tool to convert markdown file to pdf.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nakamura41.github.io

My Resume Page

neural-storyteller

A recurrent neural network for generating little stories about images

newspaper

News, full-text, and article metadata extraction in Python 3

node-js-sample

A barebones Node.js app using the Express framework.

october

Free, open-source, self-hosted CMS platform based on the Laravel PHP Framework.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pydata_nba_analytics

Repo created for SG PyData Sharing (13th Feb, 2018)

pysc2

StarCraft II Learning Environment

python_dataframe_benchmark

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

scala-kafka-example

sentiment_mining_on_yelp_reviews

sentry

Sentry is cross-platform crash reporting built with love

seq2seq_eng2indo

A Pytorch-based Seq2Seq model translating English to Bahasa Indonesia

simple-salesforce

A very simple Salesforce.com REST API client for Python

spark-jobserver

REST job server for Apache Spark

spark-scala

Spark with Scala example projects

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stylegan

StyleGAN - Official TensorFlow Implementation

tacklingsingaporeemigration

Contains scripts that will be part of the data pipeline that is used to visualize the brain drain problem of Singapore

tech_wiki

test

GUI for clips project (Opens nicely in IntelliJ)

unify-emotion-datasets

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

web_mining_and_mongodb_cars

Data Mining and MongoDB Project + Descriptive and Predictive Analytics