tirthajyoti
VP, AI/ML Platforms, Industry 4.0, edge-computing, semiconductor technology, Author, Python packages - pydbgen, MLR, and doepy,
Rhombus PowerFremont, CA
Pinned Repositories
Data-science-best-resources
Carefully curated resource links for data science in one place
Deep-learning-with-Python
Deep learning codes and projects using Python
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
pydbgen
Random dataframe and database table generator
Spark-with-Python
Fundamentals of Spark with Python (using PySpark), code examples
Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
UCI-ML-API
Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)
Web-Database-Analytics
Web scrapping and related analytics using Python tools
tirthajyoti's Repositories
tirthajyoti/Interactive_Machine_Learning
IPython widgets, interactive plots, interactive machine learning
tirthajyoti/PyTorch_Machine_Learning
Machine learning, Deep Learning, CNN with PyTorch
tirthajyoti/Julia-data-science
Data science and numerical computing with Julia
tirthajyoti/Algorithm-Data-Structures-Python
Various useful data structures in Python
tirthajyoti/TensorFlow_Basics
Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.
tirthajyoti/Scikit-image-processing
Image processing examples with Numpy, Scipy, and Scikit-image
tirthajyoti/mlr
Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features
tirthajyoti/Packt-Data_Wrangling
Code repo for Packt course I developed, "Beginning Data Wrangling with Python"
tirthajyoti/Algorithm_Maths_Python
General math scripts and important algorithms' implementation in Python 3
tirthajyoti/Symbolic-computation-Python
Symbolic computation using SymPy and various applications
tirthajyoti/RL_basics
Basic Reinforcement Learning algorithms
tirthajyoti/GradDescent
MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression
tirthajyoti/Convolutional-Networks
Various conv nets using TensorFlow, Keras, or other tools
tirthajyoti/Magnimind-Stats-Bootcamp-Jan-2020
Magnimind Bootcamp Stats for Data Science
tirthajyoti/Stats_data_science_ValleyML
Notebooks for the ValleyML Bootcamp (Aug 2019) "Statistical methods for data science"
tirthajyoti/Randomized_Optimization
Randomized optimization techniques for NN and other problems
tirthajyoti/HyperparameterLearningTF
Learning the impact of Hyperparameters in a deep learning model
tirthajyoti/MNIST_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 R
tirthajyoti/Random_Function_Generator
Random function generator, with generation by symbolic input
tirthajyoti/Stanford-SCI-52
tirthajyoti/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
tirthajyoti/FunnyWordGen
Funny word (random) generator using Python 3
tirthajyoti/CSE-6242
GaTech CSE 6242 homework
tirthajyoti/Saturn-cloud
Write-ups for Saturn-cloud