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accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

aggrecol

Algorithm to detect aggregations in verbose CSV files.

bioperl-db

BioPerl BioSQL ORM

csv-annotation-tool

GUI tool to annotate the type of lines/cells and aggregations.

data-binning

A data bucketization library.

data-downloader

data-file-boundary-detection

This project is to detect the boundaries between structured data and comments in data files.

data-knoller

data-knoller is a library to provide data preparation on user-specified dataset.

data-preparation

Data preparation project

datacleaner

The premier open source Data Quality solution

datasets-unioner

This repository is a tool to union different single table datasets.

etf_hist

excel-transformer

Transform excel files to the plain text format.

hopf

Holistic primary key and foreign key detection

line-type-classification

Classify the types of lines in two dimensional tabular data.

little-big-data

Data describing topics ranging from Cars and Air Travel to Billionaires and Celebrities

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

matrix-calculation-in-hadoop

matrixmultiply

matrixmultiply_outer

metadata-ms

A library to store metadata of relational databases including the schema, statistics, and integrity constraints.

musicbrainz-server

The official musicbrainz-server codebase

naru

Neural Relation Understanding: neural cardinality estimators for tabular data

nmf-matrix-decomposition-in-distributed-environment

pads-haskell

Haskell binding for PADS

roadmap

A public roadmap for Streamlit

schema-generator

This is the tool to generate schema for the seminar dpfs

splendor-gan

Train a GAN to learn how to play Splendor (suspended)

spoon-knife

This repo is for demonstration purposes only.

sqlparser

A parsing tool to extract primary keys and foreign keys from sql files.