2022 January
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
- 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
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
Productivity
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
- 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.
Android
Academia
WebTools
Wikipedia Alternatives
Search Engine
Webpage Test
Censor
Computer Vision Project
PhD
Visualization
QR Code
Physical Neural Network
Python
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
- Vector Auto-regression Time series Model | by seemakurthi teja | Medium
- Vector autoregression models
- A vector autoregression weather model for electricity supply and demand modeling | SpringerLink
FFT
Chart
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Last modified March 6, 2023: update (7eba5da)