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optuna_article

pandasql

sqldf for pandas

postgresml

PostgresML is an end-to-end machine learning system. It enables you to train models and make online predictions using only SQL, without your data ever leaving your favorite database.

protein_neuralnets

Creating a neural network with python from scratch.

python_intro

Python code samples and drills for beginner/ intermediate developers

randomfun

Notebooks and various random fun

regex-generator

Generate regular expressions from sample texts.

reuters-scraping

Live and historical scraper for Reuters.

rstats

R for statistical learning

sas-viya-dmml-pipelines

Code examples and supporting materials for data mining and machine learning techniques on the SAS Viya environment.

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

scraping-tools-benzinga

sentiment_analysis

Basic sentiment analysis using rule based (Vader) and machine learning based (Naive Bayes, LSTM) methods

skompiler

A tool for compiling trained SKLearn models into other representations (such as SQL, Sympy or Excel formulas)

speech_to_text

Example converting speech to text

sqleyes

A CLI in Python that analyzes raw SQL queries for common anti-patterns

sqlvis

Python package to visualise SQL queries as graphs

stat571

My project work for the R-based modern data mining course at Wharton

table-pretraining

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

tensorflowbasics

test-repo

A repo to test remote sync

text2sql-data

A collection of datasets that pair questions with SQL queries.

tfbook

titanic_eda

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

tutorials

udacity-course

Build native mobile apps with Flutter