Pinned Repositories
538model
538 Election Forecasting Model
algorithms_in_ipython_notebooks
A repository with IPython notebooks of algorithms implemented in Python.
vadthyavath's Repositories
vadthyavath/538model
538 Election Forecasting Model
vadthyavath/algorithms_in_ipython_notebooks
A repository with IPython notebooks of algorithms implemented in Python.
vadthyavath/Applied-Predictive-Modeling-with-Python
A collection of notebook to learn the Applied Predictive Modeling using Python.
vadthyavath/automlForImages
Azure ML AutoML for computer vision tasks
vadthyavath/azure-docs
Open source documentation of Microsoft Azure
vadthyavath/azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
vadthyavath/blog-notebooks
A collection of code (mostly Jupyter notebooks) associated with entries on my blog
vadthyavath/cchef
vadthyavath/Computational-Gas-Dynamics
vadthyavath/Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
vadthyavath/data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
vadthyavath/DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
vadthyavath/Intro
vadthyavath/intro2stats
Introduction to Statistics using Python
vadthyavath/ipython-notebooks
A collection of IPython notebooks covering various topics.
vadthyavath/IPythonTheanoTutorials
vadthyavath/machine_learning
Python coded examples and documentation of machine learning algorithms.
vadthyavath/medium-blog-XAI
vadthyavath/Mining-the-Social-Web-2nd-Edition
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
vadthyavath/ml-wrappers
A unified wrapper for various ML frameworks - to have one uniform scikit-learn format predict and predict_proba functions.
vadthyavath/parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
vadthyavath/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
vadthyavath/programs
general set of problems /puzzles
vadthyavath/python-shop-categories
Python implementation of a shop domain model with categories and products, using the Neo4j graph database
vadthyavath/quantum-walk
for learning quantum walk
vadthyavath/sklearn_tutorial
Materials for my scikit-learn tutorial
vadthyavath/statistical-analysis-python-tutorial
Statistical Data Analysis in Python
vadthyavath/theano-tutorial
A collection of tutorials on neural networks, using Theano
vadthyavath/vowpal_wabbit
John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm