sangarshanan

skills. Skills for Real Engineers. Straight from my .claude directory.

singing-songstarter. Sing an idea ➡️ AI music sample🔥🎶

hands-on-music-generation-with-magenta. The "Hands-On Music Generation with Magenta" book code repository and info resource

dl-librescore. Download sheet music

nw_wrld. nw_wrld is an event-driven sequencer for triggering visuals using web technologies. It enables users to scale up audiovisual compositions for prototyping, demos, exhibitions, and live performances. Users code their own visual modules, then orchestrate them using the project's native UI composer.

strudel-scripts. my custom strudel scripts that haven't made it in to strudel for whatever reason

awesome-musicdsp. A curated list of my favourite music DSP and audio programming resources

swaptube. youtube video renderer

neutone_sdk. Join the community on Discord for more discussions around Neutone! https://discord.gg/VHSMzb8Wqp

lp-music-caps. LP-MusicCaps: LLM-Based Pseudo Music Captioning [ISMIR23]

speech_dataset. The dataset of Speech Recognition

ssl-singer-identity. Python

seed-vc. zero-shot voice conversion & singing voice conversion, with real-time support

demystifying-sd-finetuning. Python

jamify. JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment

nn_tilde. Max

ai-dj. Standalone (Ableton Link) + VST3/AU for live performance. 8 tracks, 8 AI models, 30 seconds of patience per loop. It occasionally hallucinates. Not a song generator - you still have to do the work. Stay human.

design-patterns-for-humans. An ultra-simplified explanation to design patterns

scamp. a Suite in Python for Computer-Assisted Music

Piccolo. Algorithmic music generator that supports integration with Sonic Pi

audio-motion-interface. Web synthesizer with smartphone sensors

sonic_pi_experiments. Ruby

geiss. The Geiss screensaver and Winamp music visualization plug-in

professional-programming. A collection of learning resources for curious software engineers

algo-rave. Algorithmic electronic music

genmusic_demo_list. a list of demo websites for automatic music generation research

sonic-pi-experiments. Somewhere to store my Sonic Pi experiments so they don't get lost

remote-jobs. Source for remoteintech.company — a community-maintained directory of remote-friendly tech companies

sonic-pi-midi-live-looper. A Live Looping Script for Sonic Pi and Midi Devices

sonic-pi-resources. Experiments and Ideas how to use Sonic Pi

py-caskdb. (educational) build your own disk based KV store

awesome-python-scientific-audio. Curated list of python software and packages related to scientific research in audio

Turing-Test-Media. Repository for artist who wish to release their personal project out into the open, for others to remix as they please!

music-discovery. This repository contains the thought process and code for understanding music.

SonicPi-Music. Music & experiments with SonicPi

bark. 🔊 Text-Prompted Generative Audio Model

sample-generator. Tools to train a generative model on arbitrary audio samples

study-music. An "awesome music theory" kinda wiki with books, resources and courses for studying everything about music and sound

covers. Live Coded Cover Songs - For exploring live coding implementations of familiar tunes

music220a. The code examples for Music 220A

polymath. Convert any music library into a music production sample-library with ML

sonic-pi-code. Source code of the song played on Sonic Pi

docker-celery. Demo of using docker, celery, django, redis, postgres, docker compose

sardine. Python's missing "algorave" module. Live code music with Python using MIDI, OSC and/or SuperCollider.

play.core. ASCII Playground

awesome-creative-coding. Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.

awesome-music-production. A curated list of software, services, and resources to create and distribute music

Basslines. Code for the basslines from the livestreams

how-to-asr. Jupyter Notebook

grokking-the-object-oriented-design-interview. Python

flyte. Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

watoi. Whatsapp Android To iOS Importer

resume.github.com. Resumes generated using the GitHub informations

dagger. Dagger is an easy-to-use, configuration over code, cloud-native framework built on top of Apache Flink for stateful processing of real-time streaming data.

awesome-music. Awesome Music Projects

papers-we-love. Papers from the computer science community to read and discuss.

samila. A Generative Art Generator

crime-analytics-web-application. A Django Based Crime Visualization and ML Application

labs. JavaScript

awesome-audio-visualization. A curated list about Audio Visualization.

readings. Interesting readings and talks on computer science

jazzit. Laughs at your expense

geopandas-view. Interactive exploration of GeoPandas GeoDataFrames

data-engineer-roadmap. Roadmap to becoming a data engineer in 2021

jhsingle-native-proxy. Wrap an arbitrary webapp so it can be used in place of jupyter-singleuser in a JupyterHub setting

cdsdashboards. JupyterHub extension for ContainDS Dashboards

duhdoy. Sarcasm-Inator

CPython-Internals. Dive into CPython internals, trying to illustrate every detail of CPython implementation

asyncio-buffered-pipeline. Utility function to parallelise pipelines of Python asyncio iterators/generators

minGPT. A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

avatarify-python. Avatars for Zoom, Skype and other video-conferencing apps.

Data-Engineering-HowTo. A list of useful resources to learn Data Engineering from scratch

learn-elixir. :droplet: Learn the Elixir programming language to build functional, fast, scalable and maintainable web applications!

awesome. 😎 Awesome lists about all kinds of interesting topics

learning-react. The code samples for Learning React by Alex Banks and Eve Porcello, published by O'Reilly Media

sqlalchemy-adapter. SQLAlchemy Adapter for PyCasbin

fastapi. FastAPI framework, high performance, easy to learn, fast to code, ready for production

realworld. "The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more

PythonFromSpace. Python Examples for Remote Sensing

geopatra. Interactive Maps with Geopandas

PRML. PRML algorithms implemented in Python

huxpro.github.io. My Blog / Jekyll Themes / PWA

keplergl_cli. One-line geospatial data visualization using Kepler.gl

kepler.gl-usage-demo. 🅿 Moscow parking map created with Kepler.Gl

gis-programming-roadmap. One stop shop for all your GIS Programming needs

pipeline-github-plugin. Pipeline: GitHub

500lines. 500 Lines or Less

superset. Apache Superset is a Data Visualization and Data Exploration Platform

geomesa-tutorials. Tutorials and examples for working with GeoMesa

storytelling. Storytelling with maps template

rust-python-example. Example of using Rust to Extend Python

blogophonic-hugo. Blogophonic – a Hugo blog theme by Formspree

magicbox-kepler-app. Visualizing MagicBox data on country maps using KeplerGL

build-your-own-x. Master programming by recreating your favorite technologies from scratch.

whereami. Uses WiFi signals :signal_strength: and machine learning to predict where you are

streamlit. Streamlit — A faster way to build and share data apps.

spotify-downloader. Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).

trio. Trio – a friendly Python library for async concurrency and I/O

DataEngineering. JavaScript

remark. A simple, in-browser, markdown-driven slideshow tool.

pysal. PySAL: Python Spatial Analysis Library Meta-Package

solaris. CosmiQ Works Geospatial Machine Learning Analysis Toolkit

airflow. Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

MinSizeKmeans. A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)

Same-Size-K-Means. A k-means variation that produces clusters of the same size utilizing the scikit-learn API and related utilities

scala-exercises. The easy way to learn Scala.

Geopython. Notebooks and libraries for spatial/geo Python explorations

openstreetmap-data-science. Data Science with OpenStreetMap

docker-cartodb. Dockerized CartoDB

pyosmium. Python bindings for libosmium

carto-python. CARTO Python client

sanic. Accelerate your web app development | Build fast. Run fast.

quart. An async Python micro framework for building web applications.

MapStore2. The solution to create and share maps, dashboards, geostories with 3D support on the web. And it is open-source too!

MapLoom. MapLoom is a web mapping client based on OpenLayers 3. It provides full-featured editing capabilities for data stores in GeoServer - including PostGIS and GeoGig. For GeoGig layers, it lets you view history, and sync with other GeoGig repositories

camelot. A Python library to extract tabular data from PDFs

images-to-osm. Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

you-get. :arrow_double_down: Dumb downloader that scrapes the web

Python. All Algorithms implemented in Python

LSTM-Time-Series-Analysis. Using LSTM network for time series forecasting

awesome-project-ideas. Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Cookbook. The Data Engineering Cookbook

pointer-networks. TensorFlow implementation of Pointer Networks, modified to use a threshold (or hardmax) pointer instead of a softmax pointer.

cartoframes. CARTO Python package for data scientists

stopwords. Default English stopword lists from many different sources

leaflet-map-example. A simple leaflet map example

Awesome-Geospatial. Long list of geospatial tools and resources

geocloud2. The GC2 framework helps you build a spatial data infrastructure quickly and easily. Powered using open source components for a scalable solution focused on freedom rather than fees.

kibana-time-plugin. Kibana visualization that provides controls for setting and animating time ranges.

data. Data and code behind the articles and graphics at FiveThirtyEight

kepler.gl. Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

pycon. Using Python to Analyze Spatial Data - Pycon 2017 - Colombia

folium. Python Data. Leaflet.js Maps.

DC-GAN. Deep Convolutional Generative Adversarial Network using Keras

all-about-ai-residency. AI residency programs information

awesome-dash. A curated list of awesome Dash (plotly) resources

modin. Modin: Scale your Pandas workflows by changing a single line of code

Rnightlights. R package to extract data from satellite nightlights.

gisapp. Extended QGIS Web Client

openrouteservice-docs. :memo: This repository stores the swagger specifications of the openrouteservice API. Browse to swagger for a detailed overview.

automl-gs. Provide an input CSV and a target field to predict, generate a model + code to run it.

Mastering-Geospatial-Analysis-with-Python. Mastering Geospatial Analysis with Python, published by Packt

geopy. Geocoding library for Python.

resume. A minimalist resume template for Jekyll and Hexo

creative-portfolios. 🌀 A curated list of Creative Portfolios

StartupDataScience. Jupyter Notebook

docker-cartodb. Dockerization for CartoDB

DataPlotly. D3 like plots creation with plotly in QGIS

geobox. A hackbox for geo stuff

responder. A familiar HTTP Service Framework for Python.

hypothesis. The property-based testing library for Python

idb-osm-extraction-tool. Friendly front-end for querying OSM features & extracting as a Shapefile

tweetfeels. Real-time sentiment analysis in Python using twitter's streaming api

socialsentiment. Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net

dad-jokes. dad jokes

awesome-apache-airflow. Curated list of resources about Apache Airflow

gleam. Creating interactive visualizations with Python

spark-syntax. This is a repo documenting the best practices in PySpark.

AirSim. Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

PewDiePie_vs_T-Series_Bot. Python

geopyspark. GeoTrellis for PySpark

TimeManager. QGIS Time Manager plugin

geodocker-jupyter-geopyspark. Jupyter+GeoNotebook + GeoPySpark Docker Container

geomesa. GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion.

Samaritan. Person Of Interest Samaritan Web UI

Samaritan. Samaritan interface - Person of Interest (TV series) 📺

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

lofo-importance. Leave One Feature Out Importance

GeneticAlgorithmsWithPython. source code from the book Genetic Algorithms with Python by Clinton Sheppard

IAMDinosaur. 🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

yellowbrick. Visual analysis and diagnostic tools to facilitate machine learning model selection.

tableschema-py. A Python library for working with Table Schema.

python-onboarding-events. An onboarding app for a welcoming workspace

pyod. A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

pep8.org. PEP 8, for Humans.

tsfresh. Automatic extraction of relevant features from time series:

prophet. Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

dtreeviz. A python library for decision tree visualization and model interpretation.

flair. A very simple framework for state-of-the-art Natural Language Processing (NLP)

eli5. A library for debugging/inspecting machine learning classifiers and explaining their predictions

PyTorch-learners-tutorial. PyTorch tutorial for learners

Keras_Autoencoder. Autoencoders using Keras

VAE-Text-Generation. Text Generation Using A Variational Autoencoder

chartify. Python library that makes it easy for data scientists to create charts.

jupyter-notebooks. This repo contains Jupyter Notebooks, miscellaneous stuff.

Time_Series_Prediction. This is the code for "Time Series Prediction" By Siraj Raval on Youtube

Time-Series-Forecasting. Jupyter Notebook

TensorFlow-Examples. TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Practical-Time-Series-Analysis. Practical Time-Series Analysis, published by Packt

Deep-Learning-Book-Chapter-Summaries. Attempting to make the Deep Learning Book easier to understand.

seanabu.github.io. personal blog

Reinforcement-Learning. Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

ODSC_India_2018. My presentation at ODSC India 2018 about Deep Learning with Apache Spark

cyclegan-keras. keras implementation of cycle-gan

Move_37_Syllabus. This is the syllabus for "Move 37", Siraj Raval's new course at School of AI

machine-learning-notes. My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

stanford-cs-229-machine-learning. VIP cheatsheets for Stanford's CS 229 Machine Learning

learnopencv. Learn OpenCV : C++ and Python Examples

data-structures-algorithms. Problems in data structures and algorithms.

Word-embedding-with-Python. word2vec, doc2vec, GloVe implementation with Python