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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 PyTorchFinance-with-Python
Financial data analytics with PythonSynthetic-data-gen
Various methods for generating synthetic data for data science and MLCovid-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.mlr
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"Digital-Twin
Digital twin with PythonML-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 problemsHyperparameterLearningTF
Learning the impact of Hyperparameters in a deep learning modelD3.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
Random_Function_Generator
Random function generator, with generation by symbolic inputStanford-SCI-52
DeepNetworksR
Multi-layer neural networks code examples in RGradio-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
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