vivek3141/dl-visualization vivek3141/dl-visualization

  • Stars
    star
    190
  • Rank 203,739 (Top 5 %)
  • Language
    Jupyter Notebook
  • Created over 4 years ago
  • Updated 6 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
vivek3141/dl-visualization
github

vivek3141

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This is the source code for the animations in the series "Visualizing Deep Learning"

Visualizing Deep Learning

This is a repository containing the source code for the animations to the series "Visualizing Deep Learning" on the YouTube channel vcubingx.

Requirements

These animations were made using manim. Instructions to set it up and some tutorials can be found here.

More Repositories

1

videos

Source code for all the animations in my videos. Uses @3b1b's manim library
Python
159
star
2

ghostbuster

Ghostbuster: Detecting Text Ghostwritten by Large Language Models (NAACL 2024)
Python
128
star
3

super-mario-neat

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Python
100
star
4

super-mario-rl

Deep Reinforcement learning and Python learn how to play the original Super Mario Bros
Python
28
star
5

pacman-ai

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
Python
27
star
6

vector-field-visualizer

A python back-end web app to visualize a two dimensional vector field, and to calculate divergence and curl at any point.
Python
27
star
7

streamer-ai

Python based AI that uses Deep Neural Networks, Neuroevolution and Streamlabs APIs to live stream games while commentating over them at the same time
Python
19
star
8

rubiks-cube-ai

Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.
Python
17
star
9

ml

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.
Python
16
star
10

forest-fire-predictor

Predict the damage done by forest fires using Deep Learning.
Python
13
star
11

NavigationForBlind

This python program detects sidewalks and gives real time navigation to a blind man using the camera.
Python
13
star
12

sql-injection-demo

Demo for SQL Injection on a vulnerable website
Python
12
star
13

flappy-neat

Implementing the NEAT algorithm to play flappy bird
Python
11
star
14

learn-c

A comprehensive C tutorial.
C
9
star
15

CommunicationForDeaf

This python program translates speech to sign language and sign language to speech. Currently only does letter-by-letter.
Python
9
star
16

snake-gym

A gym environment for the game snake, with a tiled version. Contains implementations for NEAT and RL.
Python
9
star
17

tictactoe-minimax

Solving TicTacToe using the minimax algorithm.
Python
9
star
18

news-visualization

A tool to visualize news articles and their relevance using machine learning
Python
8
star
19

TextEditor

This basic text editor was written in an hour, and can only read and write files of any kind
Python
7
star
20

Gama

GAMA - Gym Atari Meets AI. Computer learns how to play popular Atari games like Breakout and Pac-Man.
Python
6
star
21

MathP

A basic programming language that can do basic math operations written in Python.
Python
6
star
22

RandomProblems

This repository has a bunch of small projects
Python
6
star
23

ReinforcementLearning

An assortment of Reinforcement Learning Problems
Python
6
star
24

ghostbuster-data

Data from the paper "Ghostbuster: Detecting Text Ghostwritten by Large Language Models"
6
star
25

neat

Implementation of the NEAT algorithm in python
Python
5
star
26

gravity-simulator

Simulate gravity between particles
JavaScript
5
star
27

JSON-Parser

This python program is used to parse JSON files and return a dictionary
Python
5
star
28

StAttendance

Takes attendance for students.
HTML
5
star
29

twitch-alerts

Returns twitch alerts in command line form. Provided in the form of a python package.
Python
5
star
30

FakeNewsFilter

This program filters fake news websites through a series of validations.
Python
5
star
31

MachineLearning

All of the ml projects ive been working on for a while. Contains Coursera ML course programming exercises and python projects.
Python
5
star
32

learn-lua

A simple Lua tutorial.
Lua
5
star
33

SVCC-backend

Backend for the SVCC website
Python
5
star
34

Stanford-ML-Course

All the execrcises from the stanford machine learning course
MATLAB
5
star
35

SVCCWebsite

Website for Silicon Valley Cubing Club!
CSS
5
star
36

bnw-implementation

An implementation of the Bernstein-Nanongkai-Wulff-Nilsen Algorithm (2022) for single-source shortest paths with negative edge weights
Jupyter Notebook
5
star
37

IntellitrakFeedbackTracker

Intellitrak's student feedback tracker
Python
5
star
38

ProjectEuler

Problems from the Project Euler website
Python
5
star
39

Foothill-CS22A

All of the labs from the Foothill College CS22A Course
JavaScript
5
star
40

HealthAPI

API for health app and the windows client. Unused repo, API hosted on heroku
Python
5
star
41

blog

Descriptive Blog on Computer Science topics. Topics included are Artificial Intelligence and Machine Learning, Python, Databases and general CS topics.
HTML
5
star
42

MVHacksFeedbackTracker

This program tracks the feedback from hackers at MVHacks
Python
5
star
43

raspberrypi-projects

A backup for all my Raspberry Pi projects.
Python
5
star
44

Blav

This program uses Qualcomm Dragonboard, Hasura APIs, Image Processing and Machine Learning to help the blind determine which direction to turn in.
Python
5
star
45

instagram-bot

Get free Instagram followers!
Python
4
star
46

NavBlindAPI

This is the API for the Navigation For the Blind. Currently testing on GitHub and might delete later
4
star
47

transverse-wave

An animation showing a transverse wave using p5js
JavaScript
4
star
48

Beacon

A discrete way to send distress signals, while recording background audio and video and contacting emergency contacts via Phone and SMS
Java
4
star
49

vim

My vim configuration
Vim Script
3
star
50

nn-corona

Neural Network learns to cure COVID-19!
Python
3
star
51

bf-python

Small brainfuck interpreter in python
Python
2
star
52

domino-tiling

How many ways can we arrange 2x1 dominos on an M x N grid?
Python
2
star