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Stars22
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Rank 1,028,555 (Top 21 %)
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LanguageHTML
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Created about 6 years ago
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Updated about 2 years ago
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Repository Details
Tirthajyoti's Home Page about machine learning, statistics, analytics
More Repositories
1
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniquesJupyter Notebook
3,016
2
Data-science-best-resources
Carefully curated resource links for data science in one place
2,798
3
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
2,224
4
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in PythonJupyter Notebook
793
5
Deep-learning-with-Python
Deep learning codes and projects using PythonJupyter Notebook
343
6
Spark-with-Python
Fundamentals of Spark with Python (using PySpark), code examplesJupyter Notebook
324
7
pydbgen
Random dataframe and database table generatorPython
297
8
Web-Database-Analytics
Web scrapping and related analytics using Python toolsJupyter Notebook
263
9
UCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)Python
241
10
Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statisticsJupyter Notebook
236
11
Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using PythonJupyter Notebook
222
12
DS-with-PySimpleGUI
Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI packageJupyter Notebook
167
13
Interactive_Machine_Learning
IPython widgets, interactive plots, interactive machine learningJupyter Notebook
151
14
doepy
Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/Python
141
15
PyTorch_Machine_Learning
Machine learning, Deep Learning, CNN with PyTorchJupyter Notebook
80
16
Finance-with-Python
Financial data analytics with PythonJupyter Notebook
73
17
Synthetic-data-gen
Various methods for generating synthetic data for data science and MLJupyter Notebook
73
18
Covid-19-analysis
Analysis with Covid-19 dataJupyter Notebook
60
19
Julia-data-science
Data science and numerical computing with JuliaJupyter Notebook
57
20
R-stats-machine-learning
Misc Statistics and Machine Learning codes in RR
40
21
Algorithm-Data-Structures-Python
Various useful data structures in PythonJupyter Notebook
37
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
23
Scikit-image-processing
Image processing examples with Numpy, Scipy, and Scikit-imageJupyter Notebook
32
24
mlr
Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other featuresPython
31
25
Packt-Data_Wrangling
Code repo for Packt course I developed, "Beginning Data Wrangling with Python"Jupyter Notebook
28
26
Digital-Twin
Digital twin with PythonJupyter Notebook
28
27
ML-apps-with-Streamlit
Building simple ML apps with StreamlitPython
24
28
PyScript-examples
Examples of web pages developed with PyScript framework
23
29
Algorithm_Maths_Python
General math scripts and important algorithms' implementation in Python 3Jupyter Notebook
21
30
Symbolic-computation-Python
Symbolic computation using SymPy and various applicationsJupyter Notebook
20
31
RL_basics
Basic Reinforcement Learning algorithmsJupyter Notebook
17
32
GradDescent
MATLAB implementation of Gradient Descent algorithm for Multivariate Linear RegressionMATLAB
16
33
Convolutional-Networks
Various conv nets using TensorFlow, Keras, or other toolsJupyter Notebook
14
34
Dask-analytics-ML
Data science and ML with DaskJupyter Notebook
13
35
Magnimind-Stats-Bootcamp-Jan-2020
Magnimind Bootcamp Stats for Data ScienceJupyter Notebook
12
36
PyWebIO
Web apps generated by pure Python script using PyWebIOPython
11
37
Scikit-image-book
Scikit-image-book-built-with-Jupyter-bookJupyter Notebook
11
38
Stats_data_science_ValleyML
Notebooks for the ValleyML Bootcamp (Aug 2019) "Statistical methods for data science"Jupyter Notebook
10
39
Randomized_Optimization
Randomized optimization techniques for NN and other problemsHTML
8
40
HyperparameterLearningTF
Learning the impact of Hyperparameters in a deep learning modelJupyter Notebook
7
41
D3.js-examples
Simple D3.js code examplesJavaScript
6
42
MNIST_digit_recognition
MNIST hand-written digit recognition by fully-connected and convolutional neural networks - boiler plate code for easy reproduction and tutorial purpose.Jupyter Notebook
6
43
tirthajyoti
5
44
Random_Function_Generator
Random function generator, with generation by symbolic inputJupyter Notebook
4
45
Stanford-SCI-52
Jupyter Notebook
4
46
DeepNetworksR
Multi-layer neural networks code examples in RR
4
47
Gradio-apps
Python web apps built with Gradio
3
48
mldsutils
My own ml and ds utils packageJupyter Notebook
3
49
ghPage-test
test for gh pages
2
50
FunnyWordGen
Funny word (random) generator using Python 3Python
2
51
Saturn-cloud
Write-ups for Saturn-cloud
1