lanchiang

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-knoller

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

line-type-classification

Classify the types of lines in two dimensional tabular data.

splendor-gan

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

strudel

Strudel: Detecting structure in verbose CSV files via classifying lines and cells.

table-normalizer

Extract normalized relational tables from verbose CSV files via reinforcement learning (q-learning).

lanchiang/data-knoller

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

lanchiang/strudel

Strudel: Detecting structure in verbose CSV files via classifying lines and cells.

lanchiang/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.

lanchiang/AggreCol

Algorithm to detect aggregations in verbose CSV files.

lanchiang/csv-annotation-tool

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

lanchiang/data-binning

A data bucketization library.

lanchiang/line-type-classification

Classify the types of lines in two dimensional tabular data.

lanchiang/splendor-gan

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

lanchiang/table-normalizer

Extract normalized relational tables from verbose CSV files via reinforcement learning (q-learning).

lanchiang/data-downloader

lanchiang/data-file-boundary-detection

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

lanchiang/data-preparation

Data preparation project

lanchiang/DataCleaner

The premier open source Data Quality solution

lanchiang/datasets-unioner

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

lanchiang/etf_hist

lanchiang/excel-transformer

Transform excel files to the plain text format.

lanchiang/hopf

Holistic primary key and foreign key detection

lanchiang/Little-Big-Data

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

lanchiang/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.

lanchiang/matrix-calculation-in-hadoop

lanchiang/metadata-ms

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

lanchiang/musicbrainz-server

The official musicbrainz-server codebase

lanchiang/naru

Neural Relation Understanding: neural cardinality estimators for tabular data

lanchiang/nmf-matrix-decomposition-in-distributed-environment

lanchiang/pads-haskell

Haskell binding for PADS

lanchiang/roadmap

A public roadmap for Streamlit

lanchiang/schema-generator

This is the tool to generate schema for the seminar dpfs

lanchiang/Spoon-Knife

This repo is for demonstration purposes only.

lanchiang/sqlParser

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

lanchiang/univocity-parsers

uniVocity-parsers is a suite of extremely fast and reliable parsers for Java. It provides a consistent interface for handling different file formats, and a solid framework for the development of new parsers.