• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created almost 7 years ago
  • Updated over 5 years ago

Reviews

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

Repository Details

MNIST hand-written digit recognition by fully-connected and convolutional neural networks - boiler plate code for easy reproduction and tutorial purpose.

More Repositories

1

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Jupyter Notebook
3,065
star
2

Data-science-best-resources

Carefully curated resource links for data science in one place
2,858
star
3

Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
2,320
star
4

Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Jupyter Notebook
852
star
5

Deep-learning-with-Python

Deep learning codes and projects using Python
Jupyter Notebook
346
star
6

Spark-with-Python

Fundamentals of Spark with Python (using PySpark), code examples
Jupyter Notebook
327
star
7

pydbgen

Random dataframe and database table generator
Python
299
star
8

Web-Database-Analytics

Web scrapping and related analytics using Python tools
Jupyter Notebook
269
star
9

UCI-ML-API

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Python
246
star
10

Design-of-experiment-Python

Design-of-experiment (DOE) generator for science, engineering, and statistics
Jupyter Notebook
244
star
11

Optimization-Python

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Jupyter Notebook
222
star
12

DS-with-PySimpleGUI

Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI package
Jupyter Notebook
167
star
13

Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning
Jupyter Notebook
150
star
14

doepy

Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/
Python
143
star
15

PyTorch_Machine_Learning

Machine learning, Deep Learning, CNN with PyTorch
Jupyter Notebook
80
star
16

Synthetic-data-gen

Various methods for generating synthetic data for data science and ML
Jupyter Notebook
75
star
17

Finance-with-Python

Financial data analytics with Python
Jupyter Notebook
72
star
18

Covid-19-analysis

Analysis with Covid-19 data
Jupyter Notebook
60
star
19

Julia-data-science

Data science and numerical computing with Julia
Jupyter Notebook
57
star
20

R-stats-machine-learning

Misc Statistics and Machine Learning codes in R
R
40
star
21

Algorithm-Data-Structures-Python

Various useful data structures in Python
Jupyter Notebook
37
star
22

TensorFlow_Basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.
Jupyter Notebook
35
star
23

Scikit-image-processing

Image processing examples with Numpy, Scipy, and Scikit-image
Jupyter Notebook
34
star
24

Digital-Twin

Digital twin with Python
Jupyter Notebook
33
star
25

mlr

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features
Python
31
star
26

Packt-Data_Wrangling

Code repo for Packt course I developed, "Beginning Data Wrangling with Python"
Jupyter Notebook
28
star
27

ML-apps-with-Streamlit

Building simple ML apps with Streamlit
Python
24
star
28

PyScript-examples

Examples of web pages developed with PyScript framework
23
star
29

tirthajyoti.github.io

Tirthajyoti's Home Page about machine learning, statistics, analytics
HTML
22
star
30

Algorithm_Maths_Python

General math scripts and important algorithms' implementation in Python 3
Jupyter Notebook
21
star
31

Symbolic-computation-Python

Symbolic computation using SymPy and various applications
Jupyter Notebook
20
star
32

RL_basics

Basic Reinforcement Learning algorithms
Jupyter Notebook
17
star
33

GradDescent

MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression
MATLAB
16
star
34

Convolutional-Networks

Various conv nets using TensorFlow, Keras, or other tools
Jupyter Notebook
14
star
35

Dask-analytics-ML

Data science and ML with Dask
Jupyter Notebook
13
star
36

Magnimind-Stats-Bootcamp-Jan-2020

Magnimind Bootcamp Stats for Data Science
Jupyter Notebook
12
star
37

PyWebIO

Web apps generated by pure Python script using PyWebIO
Python
11
star
38

Scikit-image-book

Scikit-image-book-built-with-Jupyter-book
Jupyter Notebook
11
star
39

Stats_data_science_ValleyML

Notebooks for the ValleyML Bootcamp (Aug 2019) "Statistical methods for data science"
Jupyter Notebook
10
star
40

Randomized_Optimization

Randomized optimization techniques for NN and other problems
HTML
8
star
41

HyperparameterLearningTF

Learning the impact of Hyperparameters in a deep learning model
Jupyter Notebook
7
star
42

D3.js-examples

Simple D3.js code examples
JavaScript
6
star
43

tirthajyoti

5
star
44

DeepNetworksR

Multi-layer neural networks code examples in R
R
5
star
45

Random_Function_Generator

Random function generator, with generation by symbolic input
Jupyter Notebook
4
star
46

Stanford-SCI-52

Jupyter Notebook
4
star
47

Gradio-apps

Python web apps built with Gradio
3
star
48

mldsutils

My own ml and ds utils package
Jupyter Notebook
3
star
49

ghPage-test

test for gh pages
2
star
50

FunnyWordGen

Funny word (random) generator using Python 3
Python
2
star
51

Saturn-cloud

Write-ups for Saturn-cloud
1
star