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Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniquesData-science-best-resources
Carefully curated resource links for data science in one placePapers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learningStats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in PythonDeep-learning-with-Python
Deep learning codes and projects using PythonSpark-with-Python
Fundamentals of Spark with Python (using PySpark), code examplespydbgen
Random dataframe and database table generatorWeb-Database-Analytics
Web scrapping and related analytics using Python toolsUCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statisticsOptimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using PythonDS-with-PySimpleGUI
Data science and Machine Learning GUI programs/ desktop apps with PySimpleGUI packageInteractive_Machine_Learning
IPython widgets, interactive plots, interactive machine learningdoepy
Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/PyTorch_Machine_Learning
Machine learning, Deep Learning, CNN with PyTorchSynthetic-data-gen
Various methods for generating synthetic data for data science and MLFinance-with-Python
Financial data analytics with PythonCovid-19-analysis
Analysis with Covid-19 dataJulia-data-science
Data science and numerical computing with JuliaR-stats-machine-learning
Misc Statistics and Machine Learning codes in RAlgorithm-Data-Structures-Python
Various useful data structures in PythonTensorFlow_Basics
Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.Scikit-image-processing
Image processing examples with Numpy, Scipy, and Scikit-imageDigital-Twin
Digital twin with Pythonmlr
Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other featuresPackt-Data_Wrangling
Code repo for Packt course I developed, "Beginning Data Wrangling with Python"ML-apps-with-Streamlit
Building simple ML apps with StreamlitPyScript-examples
Examples of web pages developed with PyScript frameworktirthajyoti.github.io
Tirthajyoti's Home Page about machine learning, statistics, analyticsAlgorithm_Maths_Python
General math scripts and important algorithms' implementation in Python 3Symbolic-computation-Python
Symbolic computation using SymPy and various applicationsRL_basics
Basic Reinforcement Learning algorithmsGradDescent
MATLAB implementation of Gradient Descent algorithm for Multivariate Linear RegressionConvolutional-Networks
Various conv nets using TensorFlow, Keras, or other toolsDask-analytics-ML
Data science and ML with DaskMagnimind-Stats-Bootcamp-Jan-2020
Magnimind Bootcamp Stats for Data SciencePyWebIO
Web apps generated by pure Python script using PyWebIOScikit-image-book
Scikit-image-book-built-with-Jupyter-bookStats_data_science_ValleyML
Notebooks for the ValleyML Bootcamp (Aug 2019) "Statistical methods for data science"Randomized_Optimization
Randomized optimization techniques for NN and other problemsD3.js-examples
Simple D3.js code examplesMNIST_digit_recognition
MNIST hand-written digit recognition by fully-connected and convolutional neural networks - boiler plate code for easy reproduction and tutorial purpose.tirthajyoti
DeepNetworksR
Multi-layer neural networks code examples in RRandom_Function_Generator
Random function generator, with generation by symbolic inputStanford-SCI-52
Gradio-apps
Python web apps built with Gradiomldsutils
My own ml and ds utils packageghPage-test
test for gh pagesFunnyWordGen
Funny word (random) generator using Python 3Saturn-cloud
Write-ups for Saturn-cloudLove Open Source and this site? Check out how you can help us