explaingit

Popular Jupyter Notebook repositories on GitHub, each explained for non-coders — what it does, its tech stack, and how to run it.

• quackone/homr_guiA graphical desktop interface for the homr tool that converts images of sheet music into MIDI files, adding CP
• siddeshrizwani/amazonml-price-prediction-transformerA top-17-ranked machine learning solution for the Amazon ML Challenge 2025 that predicts product data using tr
• johilrohan92-prog/fingerprint-based-blood-group-detection-using--vision-transformer-and--ensemble-learningA research project comparing four deep learning models on whether fingerprint images can predict blood group.
• lizhuofan-curry/lihongyiml-2021-2022A personal archive of Hung-yi Lee's 2021 and 2022 Machine Learning course slides and homework assignments from
• krishnaik06/eda_sweetvizA collection of Jupyter notebooks showing how to use Sweetviz to automatically generate visual summaries of da
• nineninesix-ai/gepard-trainGepard-train is the training pipeline that produces a fast, single-pass text-to-speech AI model, including voi
• ashishps1/handsonmlbookcodeCode examples from the book Hands-On Machine Learning with Scikit-Learn and TensorFlow, organized as interacti
• kaopanboonyuen/saie2026Workshop repo for a Super AI Engineer Thailand 2026 course on real-world object detection trade-offs, with six
• jytsss/simulaciones_mundialA Spanish-language data science project that scrapes football statistics and runs 10,000 Monte Carlo simulatio
• othersideai/tinygptA simplified, educational implementation of GPT-style AI models in about 300 lines of code, designed to help y
• skyboi94/quant-trading-projectsA set of 12 educational Python notebooks covering backtesting, options pricing, statistical arbitrage, and oth
• tarikurrahmanbd/machine-learning-projectsA curated portfolio of 26 machine learning projects spanning healthcare AI, computer vision, NLP, and time ser
• ashishps1/kaggle-notebooksA personal collection of interactive Jupyter Notebooks from Kaggle data science competitions, showing the code
• krishnaik06/autovizAutoviz automatically generates charts from your dataset. You point it at a CSV file and it picks the right vi
• nudratds/clinical-noshow-prediction-decision-systemA machine learning system that predicts which patients will miss their medical appointments, giving clinic sta
• prp-e/openjepaA from scratch PyTorch implementation of I-JEPA, a self-supervised way to learn image structure and turn it in
• rth/dl-lectures-labsA free deep learning course with slides and hands-on Jupyter notebooks covering neural network basics, image r
• ypwhs/carnd-lanelines-p1A beginner Jupyter Notebook project that teaches lane-line detection for self-driving cars using OpenCV.
• ashishkathane599/youtube-rag-chatbot-A chatbot that answers questions about a specific YouTube video by searching its transcript with a vector data
• mjib007/revenue-yoy-backtestEducational Jupyter notebooks that backtest buying Taiwanese stocks after strong year-over-year monthly revenu
• dasjoms/jspace-hallucination-evalA research evaluation testing whether a signal from inside an AI model's processing layers can catch confident
• lfrincond/seismic_imaging26Graduate seismic imaging course materials with Jupyter notebooks and Python code teaching Full Waveform Invers
• nineninesix-ai/gepard-inferenceA real-time text-to-speech server that runs on vLLM, generates audio faster than real time, and can clone a vo
• onuralpszr/litert-lm-cookbookTwelve Python and Colab examples that run Google Gemma-4 E4B locally with LiteRT-LM, from a single completion
• open-x-humanoid/hexVision language action framework for humanoid robots. A 2.4B parameter model takes camera input plus a text in
• abdelrahmanseed/probabilistic_computingA set of teaching Jupyter notebooks that walk through probability, Monte Carlo sampling, and probabilistic com
• i-am-manware/dating-app-behavioural-analysis-for-secure-girlsJupyter notebook pipeline that analyses 123 hand-rated male dating profiles to identify which latent factors a
• 2arons/lcel-forgePython package that turns a plain-English description into LangChain Expression Language code, with a forge ob
• vorhersager/deep-learning-jaxEleven graduate-level Jupyter notebooks teaching deep learning from autodiff up to GPT-2 fine-tuning, RLHF, an
• stwater20/gold-hand-trainingA numbered series of Python Jupyter notebooks used to train Taiwanese high school students for a competitive p
• thewtex/modern-insights-from-microscopy-imagesA tutorial series of Jupyter notebooks teaching researchers how to analyze microscopy images using web-based t
• thewtex/als-user-meeting-2024A tutorial teaching researchers to set up reproducible environments, visualize huge 3D microCT scans, and proc
• jvns/stats-funA small collection of Jupyter notebooks that explore statistics concepts hands-on with code and charts, helpin
• birdsarah/gtimelog-vizTurns gtimelog time-tracking logs into interactive charts and dashboards using Bokeh and Pandas.
• mytechnotalent/simple-rag-agentA Jupyter Notebook tutorial that teaches you how to build an AI assistant which answers questions from your ow
• anil-matcha/face-aging-and-race-change-with-conditional-cycle-ganA machine learning project that edits faces in photos. It can digitally age a person or change their apparent
• krishnaik06/testforestfiresA beginner-friendly learning project that wraps a forest fire prediction model in a simple Flask web app, show
• mann-e/gguf_inferenceA command line and notebook tool for running GGUF quantized image generation models like Flux 2 Klein from a t
• mytechnotalent/simple-agentA step-by-step tutorial showing how to build a minimal AI agent that reasons, picks tools, checks results, and
• abdurrafey237/rag-chatbotA document Q&A app that answers questions using only your uploaded files, showing the source passages alongsid
• atcold/figures-yannA collection of interactive visual figures built as Jupyter Notebooks to accompany a book by Yann, viewable in
• emilwallner/mingptAn educational project that builds a small AI model from scratch to solve math problems and learn to recognize
• humancompatibleai/paretoA research dataset from a large-scale human study measuring whether AI responses to political questions receiv
• nvoinxv/multi-head-latten-attention-mla-A single Jupyter Notebook that teaches two memory-saving techniques from the DeepSeek-V2 language model: compr
• qinghao-hu/philly-trace-scriptsA set of analysis scripts that clean and visualize Microsoft's 2017 Philly dataset, showing how a large AI tra
• zafar-lab/spddbA benchmarking toolkit that compares methods for estimating cell types and detecting tissue regions in spatial
• anil-matcha/yolov2A Jupyter Notebook project showing how to train a YOLOv2 object detection model on a small custom dataset of a
• mrbrain314/e-commerce-analysisA data cleaning and exploratory analysis of a British online retailer's transaction history, covering 542,000
• quantheus/eurusd_45hypotheses_researchA research notebook that backtests 45 EUR/USD trading strategies against strict prop-trading risk rules, and f
• rohan-paul/cryptocurrency-kaggleA collection of over 26,000 CSV files capturing five-minute snapshots of the top cryptocurrencies from CoinMar
• andy1li/udacity-reinforcementA personal study archive of Jupyter notebooks from Udacity's Deep Reinforcement Learning course, progressing f
• anil-matcha/langchain-courseA collection of interactive Jupyter Notebook tutorials for learning LangChain, teaching you how to build AI ap
• cynikolai/sequence-cluster-learnerA student NLP course project exploring how to automatically group text data into categories by analyzing word
• kn-neeraj/inference-engg-learningsA personal collection of Jupyter notebooks studying large language model inference, currently holding one note
• mcken-04/apex-fleet-data-pipelineA portfolio ELT pipeline that generates fake logistics data, cleans it in PostgreSQL, and visualizes fleet hea
• michelepapucci/impactsIMPaCTS is a large Italian dataset of over a million sentence pairs pairing original text with simplified vers
• thanhcsf/hml2A hands-on collection of Python notebooks teaching machine learning and deep learning through runnable code ex
• viwaz/sentiment_analysisA sentiment analysis tool for Facebook comments in a low-resource, code-switched language, comparing simple an
• wenqijiang/deep-reinforcement-learning-for-atari-gamesA project that teaches a computer to play the Atari game Breakout by learning through trial and error, compari
• agostynah/distributed-vector-memory-routingResearch code testing adaptive routing strategies that cut communication costs by 42 percent in distributed ve
• akshit-python-programmer/text-detection-using-neural-networkA convolutional neural network that recognizes handwritten digits 0-9 in real time through a live webcam demo,
• anakayam45/youtube_clipping_using_yt-dlpA Python and Jupyter notebook tool that uses yt-dlp to download YouTube videos and cut them into custom clips
• awe-builds/customer-churn-predictionA machine learning tool that predicts which telecom customers will cancel their service, deployed as a working
• byamasu-patrick/graph-neural-network-labA learning repository that implements several graph neural network architectures from scratch in PyTorch, incl
• davidbeard741/openusdA study guide covering the concepts tested on the OpenUSD professional certification exam, from basic scene st
• davidiagraid/hallucinations_invpbResearch code reproducing a paper's experiments on how much wrong detail image reconstruction models can inven
• etim-antai/supermarket-sales-prediction-using-machine-learningA student capstone project that trains and compares regression models to predict supermarket sales from transa
• faruq29ice/employee_salary_predictionA data science project that analyzes 250,000 employee records and builds machine learning models to predict sa
• finaspirant/llm-wearable-agentic-eval-pipelineA pipeline for generating, annotating, and scoring AI agent behavior step by step, demonstrated on wearable de
• flackojodie/2nd-degree-optimizer-fail-studyAn archived, transparently documented research project testing a curvature-based neural network optimizer that
• hajaramusa-yusuf/contraceptive-experience-dashboardAn interactive web dashboard exploring why women in the US stop using contraceptives, what reasons they give,
• harrrshall/numpygradA from-scratch GPT-2 implementation in pure NumPy, with every layer and gradient verified against PyTorch to r
• humandotlearning/speech_enhancementGoogle Colab notebooks that clean up noisy audio in a video using DeepFilterNet and Resemble Enhance, then rem
• irenee28/akili-runtimeA research runtime for continual AI learning that safety checks new skills before activation and can roll back
• jacqlinecpe/machine-learning-late-delivery-risk-predictionA machine learning project that predicts whether a delivery will arrive late before it ships, helping logistic
• jamisriram/academic-rag-assistantA Jupyter notebook that builds a RAG chatbot over a PDF using LangChain, an mpnet embedding, ChromaDB, and Gem
• jonasmiles/aapl-stock-analysis-2021-2026A Python pandas project that cleans, analyzes, and charts five years of Apple stock price data, computing movi
• kogbaraburabari/analystlab-africa-internshipA personal internship logbook of data cleaning, EDA, and SQL exercises from the AnalystLab Africa Data Analyti
• miracleezekiel/ecommerce-sales-intelligenceA data analytics portfolio case study analyzing 5,000 synthetic e-commerce transactions to explain low custome
• polllogamer/artificial-super-intelligenceA single quantum circuit demo that classifies never-before-seen inputs into four categories using quantum simi
• prasannajaga/marlin-2b-breakdownDocumentation and scripts for a video understanding AI model, covering its architecture, how to shrink it for
• scribus01/amazon-customer-sentiment-analysisA data analysis project that classifies Amazon review sentiment with Python NLP and visualizes findings in an
• sumanentc/attention-spanA personal project documenting a from-scratch build of a small GPT-style language model, including pretraining
• the-balog/python-journeyA personal daily-practice repository of Python and AI/ML learning notebooks kept by a mechanical engineering s
• vedantr3907/gpt2-irish-folk-tune-generatorGPT-2 fine-tuned on the irishman dataset to generate Irish folk tunes in ABC notation, with a Hugging Face dem
• vivian-okoaze/analystlab-africa-week-7-task-data-pipelines-automationA student project that builds a simple pipeline to pull weather data from an API, clean it with Pandas, and sa
• akashsingh3031/python-librariesA collection of Jupyter Notebooks showing worked, runnable examples of various Python libraries, meant as a ha
• allentdan/fpn_tensorflowA TensorFlow implementation of Feature Pyramid Networks for object detection, helping computers find and box b
• anil-matcha/matchacodesA beginner-friendly walkthrough in Jupyter Notebooks that turns a 2016 research paper on AI-designed neural ne
• anil-matcha/practical-reinforcement-learning---coursera-advanced-machine-learningA collection of completed Jupyter notebook assignments from Coursera's Practical Reinforcement Learning course
• bobymicroby/fastbookAn interactive deep learning textbook teaching you to build working AI applications using fastai and PyTorch,
• cshorten/nl2nacNL2NAC translates plain-English descriptions of a neural network into the actual code to build it, bridging de
• ederign/ml-playgroundA collection of interactive Jupyter Notebooks for learning machine learning concepts by running and tweaking c
• eternal-flame-ad/glucose-experimentA personal health data project that tracks blood glucose levels during daily activities using Jupyter Notebook
• hamelsmu/lewinbLewinb is a command-line tool that merges or closes GitHub pull requests with a single terminal command instea
• ishaan28malik/dm-mlA collection of beginner Jupyter Notebooks that teach Python fundamentals for AI and machine learning through
• jaehnri/mac0219-5742-ep1-2023A collection of Jupyter Notebooks from a 2023 university course, likely containing coursework, exercises, or a
• juice500ml/notebookA collection of interactive Jupyter notebook tutorials for ESPnet, a speech processing toolkit. It teaches you
• nathanielsimard/solar-irradiance-predictionA machine learning project that predicts solar energy reaching ground stations by analyzing sequences of satel
• rammba/sticker-composerA web app that spells out any text you type using real Counter-Strike 2 sticker images instead of letters.

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