Simple Neural Network
- Neural Network From Scratch
- eriklindernoren/ML-From-Scratch: Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- karpathy/micrograd: A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
- parasdahal/deepnet: Implementation of CNNs, RNNs, and many deep learning techniques in plain Numpy.
- Yet another backpropagation tutorial – Windows On Theory
- Neural Networks from Scratch
- Neural Networks from Scratch - P.1 Intro and Neuron Code - YouTube
- Make a Neural Network in Excel, AI for Business People
-
[Demystifying Feed-forward and Back-propagation using MS Excel by Gaurav Gupta Towards Data Science](https://towardsdatascience.com/demystifying-feed-forward-and-back-propagation-using-ms-excel-30f5aeefcfc7) - AngelNikoloff/Neural-Network-in-spreadsheet: Simple Artificial Neural Network with Backpropagation in Excel spreadsheet with XOR example - for education purpose;
- Neural Networks Learning The Basics: Backpropagation – Samzee_Codes
- Machine Learning in Excel - CodeProject
- 3Blue1Brown
- module0 — MiniTorch 0.1 documentation
Web Tools
Browser Privacy
- BrowserAudit
- Browser Privacy Test :: WebBrowserTools
- BrowserLeaks - Web Browser Fingerprinting - Browsing Privacy
- Cover Your Tracks
Documentation
Self Developments
- How to make quitting your addiction easier Hacker News
- Procrastinatory Doom Loops Hacker News
- Why Procrastinators Procrastinate — Wait But Why
- How to Beat Procrastination — Wait But Why
- The Procrastination Matrix — Wait But Why
- ADHD wiki — Explaining ADHD with memes
Image Processing
Fun Web
- Death Clock, ThePaulMcBride/the-death-clock
- Looptap - A minimal game to waste your time vasanthv/looptap at 4953700d0e8b58dd57dca974274e06dc43ed636c
IP DNS Tools
Control System
Simple CSS
- Simple.css - A classless CSS framework
- troxler/awesome-css-frameworks: List of awesome CSS frameworks in 2022
- Drop-in Minimal CSS
- new.css
- concrete.css
- YACCK - Yet Another Classless CSS Kit
- Bamboo CSS Demo
- MVP.css - Minimalist stylesheet for HTML elements
-
[Vanilla CSS A minimal baseline stylesheet for any web project](https://vanillacss.com/) - Home · Marx
- sw-yx/spark-joy: ✨😂easy ways to add design flair, user delight, and whimsy to your product.
Productivity
eBook
- The Joy of Cryptography License: CC-BY-NC-SA
Startup
Visualization
Self Development
-
Effortless personal productivity (or how I learned to love my monkey mind) – Jakob Greenfeld – Experiments in Entrepreneurship and Learning [Effortless personal productivity (or how I learned to love my monkey mind) Hacker News](https://news.ycombinator.com/item?id=29965957) - Step 1: develop meta-awareness of your state of mind.
- Step 2: pattern-match to identify your mind's most common modes.
- Step 3: learn to pick activities that match each mode.
eBook
-
[Statistical Rethinking Richard McElreath](https://xcelab.net/rm/statistical-rethinking/) rmcelreath/stat_rethinking_2022: Statistical Rethinking course winter 2022 resources/Rethinking_2 at master · pymc-devs/resources Statistical Rethinking 2022 - YouTube - Welcome — Bayesian Modeling and Computation in Python
- LibreTexts - Free The Textbook
- Automate the Boring Stuff with Python
- Table of Contents - Practical Python Projects
Android
Academia
eBook
- "Current" NEETS Modules (USN) in PDF format -Training:COMPATT
- Aho/Ullman Foundations of Computer Science
- Thomas Wong Textbook: Introduction to Classical and Quantum Computing
WebTools
Wikipedia Alternatives
Search Engine
Webpage Test
Censor
Computer Vision Project
PhD
-
[On being a PhD student of Robert Harper Journal of Functional Programming Cambridge Core](https://www.cambridge.org/core/journals/journal-of-functional-programming/article/on-being-a-phd-student-of-robert-harper/B68BCF31384084D9FDCB17A7DF1DE7A0)
Visualization
Notetaking HTML Generator
QR Code
Physical Neural Network
-
[Deep physical neural networks trained with backpropagation Nature](https://www.nature.com/articles/s41586-021-04223-6)
Python
- Preface - Python resources for everybody
-
[ROSALIND Problems](https://rosalind.info/problems/list-view/)
Signal Processing
Arxiv
- arXiv Vanity – Read academic papers from arXiv as web pages
- ar5iv – Articles from arXiv.org as responsive HTML5 web documents
Timeseries Forecasting
- Forecasting: Principles and Practice (3rd ed)
- Principles of Econometrics with R
- Introduction to Econometrics with R
- Time Series Forecasting Using Recurrent Neural Network and Vector Autoregressive Model: When and How - Databricks
- Economics 312 Reading List - Economics - Reed College
VAR
- Vector Autoregression (VAR) - Comprehensive Guide with Examples in Python - Machine Learning Plus
-
[Time-series Analysis with VAR & VECM: Statistical approach by Sarit Maitra Towards Data Science](https://towardsdatascience.com/vector-autoregressions-vector-error-correction-multivariate-model-a69daf6ab618) -
[Vector Auto-regression Time series Model by seemakurthi teja Medium](https://medium.com/@seemakurthi.teja.1999/vector-auto-regression-time-series-model-d7ed5cb943f2) - Vector autoregression models
-
[A vector autoregression weather model for electricity supply and demand modeling SpringerLink](https://link.springer.com/article/10.1007/s40565-017-0365-1#Tab5)
Filesearch
- Really Useful Set of Bookmark Searches 2.1 for Everything - voidtools forum
- dnGrep – Powerful search for Windows
- phiresky/ripgrep-all: rga: ripgrep, but also search in PDFs, E-Books, Office documents, zip, tar.gz, etc.
- sharkdp/fd: A simple, fast and user-friendly alternative to ‘find'
- junegunn/fzf: A command-line fuzzy finder
- Fast File Finder for Windows is a tool for quickly finding files by name.