Samuel Chan (@onlyphantom)
github

onlyphantom

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Top repositories

1

llm-python

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone
Jupyter Notebook
663
star
2

cvessentials

Tutorial Series (60 hour course): Essentials of computer vision
HTML
171
star
3

elang

Word Embedding utilities for Language Models (English & Indonesian)
Python
39
star
4

dataanalysis

Course Materials for Practical Data Analysis with Python and SQL
Jupyter Notebook
32
star
5

textmining

Beginner's Introduction to Text Mining: An App Store Reviews Exercise
HTML
21
star
6

pedagogy

Pedagogy is a feedback-driven performance management app for education professionals built with Flask, Altair (Altair-viz) and pandas
Python
21
star
7

tacticaldataprep

Knowledge Review: Tactical Data Preparation (Python and R)
HTML
20
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8

emailnetwork

Network graphing utilities for email/mailbox (.mbox) data
Python
19
star
9

taskquant

A python CLI that extends taskwarrior for productivity scoreboard & gamification (quantified self)
Python
15
star
10

darkershiny

A Shiny web app template using a dark theme with support for custom CSS
R
12
star
11

steganography

Implementation of Least Significant Bits in Steganography (YouTube tutorial)
Python
11
star
12

youtube_api_python

Working with the official YouTube's API in python
Python
11
star
13

safeskies

Reproduce an Economist graph found on the article: [Safe Skies]
HTML
11
star
14

coronavirus

A Shiny Web App tutorial inspecting the COVID-19 (2019-nCoV) epidemic, data from https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series
R
10
star
15

ggplot2cheatsheet

A reproduction of the Beautiful Plotting in R: A ggplot2 cheatsheet by Zev Ross
HTML
10
star
16

miband

One-pager dashboard to visualize my runs from miband (mi fit) using python
HTML
9
star
17

sqlalchemy-tutorial

Ground Up tutorial to SQLAlchemy
HTML
8
star
18

tokopedia-fundamentals

Data Science Fundamentals in Python
Jupyter Notebook
8
star
19

elangdev

Development: Word Embedding utilities for Indonesian Language Models (NLP)
Python
8
star
20

soliditydocs

Implementation of examples from docs.soliditylang.org
Solidity
7
star
21

pyscript-demo

A demo of pyscript (python in the browser)
HTML
7
star
22

summer

A summary bot that retrieves summarized wiki article on any topic, built with pyscript
HTML
6
star
23

dsf2019

Data Science Fundamentals (EDA, Data Visualization and Machine Learning in R) 2019 edition
HTML
6
star
24

automatetheboringstuff

Python 3.6 code references and solutions for projects in Automate The Boring Stuff with Python
Python
6
star
25

py-networking

Networking with Python
Python
5
star
26

infratools

Kickstart Session: Infrastructure and Tools for Data Science workshop materials
HTML
5
star
27

python4bankers

Python for the Banking industry (Learning path and resources)
Jupyter Notebook
5
star
28

pricemate

A simple scraper for departure time and prices from Jakarta to Bandung from Tiket.com
Python
5
star
29

rgraphics

Recreating an Economist-style plot with materials from Harvard's IQSS workshop
HTML
5
star
30

logisticregressionPy

Logistic Regression in Python
HTML
4
star
31

nblite-pyscript

A demo of Eduardo's NBLite pyscript app
Jupyter Notebook
4
star
32

blockchain

Interactive workbook on core blockchain concepts
JavaScript
4
star
33

textcomplete

A next word prediction app ala Swiftkey
R
4
star
34

generations-frontend

Front end for Fellowship by @supertypeai
JavaScript
4
star
35

datavisualization

Code notebooks and reference materials for the Data Visualization series on YouTube
Jupyter Notebook
4
star
36

finhacks_bandung

Materials for the workshop conducted for Finhack 18
HTML
4
star
37

automate2019

A python course on office automation w/ data science
3
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38

ballotapp

Ballot DApp (decentralized app) with React 18, web3.js and usedapp
JavaScript
3
star
39

lebaran

Kickstart Data Science workshops: Lebaran theme
R
3
star
40

stockmonitor

A lightweight CLI script that pulls stock performance data and chart them
Python
3
star
41

pyscript-guestbook

Building a guestbook with pyscript
HTML
3
star
42

Medicare

Examining US medical expenditures dataset to identify the difference in costs for different medical conditions and in different areas of the country
R
3
star
43

socialanalytics

Social Media Analytics dashboard (front end)
JavaScript
2
star
44

firsto

Django 2.0 tutorial from official documentation
Python
2
star
45

TFDL

Companion notes for the TensorFlow for Deep Learning book by Ramsundah and Zadeh
Python
2
star
46

assessment

For Algoritma's pre-interview assessment
HTML
2
star
47

advisory

Advisory investigates the underlying pattern of YouTube trending videos
R
2
star
48

cybersec

Materials for Workshop: Cybersecurity and EDA on security incidents
HTML
2
star
49

verisr2

Convenience functions for exploratory analysis on VERIS database
R
2
star
50

academy-da

Data Analytics Specialization offered by Algoritma
2
star
51

tensorflow

TensorFlow Tutorials
Jupyter Notebook
2
star
52

webscraping

Web scraping practice + exercise
Python
2
star
53

WebAnalytics

Data Analysis with Hotjar Web Analytics
Jupyter Notebook
2
star
54

asciify

Reference code and materials for the asciify video tutorial on my youtube channel
Python
2
star
55

googlecc

Google Machine Learning Crash Course
Jupyter Notebook
2
star
56

brillian

brillian
MDX
2
star
57

accomplish

A multi-series tutorial walking through the development of a task manager app, CRUD operations, and a cohesive UI design using the latest from Bootstrap and Material Design.
HTML
2
star
58

clfords

Command Line for Data Science
HTML
1
star
59

pyscript-altair

A demo of a live PyScript dashboard made with Altair
JavaScript
1
star
60

revconnexion

RevConnextion is a RESTful API application built on top of Connexion and can be used as a standalone post-workshop survey system
JavaScript
1
star
61

pyscript-folium

Video demo of PyScript x Folium (w/ indonesia province geodata)
HTML
1
star
62

learnaltair

Learning altair
Jupyter Notebook
1
star
63

chained

Understanding blockchain
JavaScript
1
star
64

newsflash

Following the latest announcement from the central bank of Indonesia
HTML
1
star
65

onlyphantom

1
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66

python-api-service

Python
1
star
67

covidRT

Code answers, references for a real-time covid 19 dashboard tutorial series in R
HTML
1
star