Priya Ranjan Mohanty's repositories
PythonTrainingExercises
Code to exercise your Python knowledge.
basic_model_scratch
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
beginner-projects
👶 A list of projects for beginners.
cnn-playground
Application of Convolutional Neural Networks (ConvNet) for image classification.
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
Free-Deep-Learning-Books
A curated collection of free Deep Learning related eBooks
HandsOn-Unsupervised-Learning-with-Python
HandsOn-Unsupervised-Learning-with-Python, Published by Packt
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
Kaggle
Codes for Kaggle Competitions
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
kaggle-learning
Repository for sharing the knowledge from the learning path of Kaggle Learning. All contributions welcome :).
keras-wine-model
Model built with the Keras Functional API
LearnDataScience
Open Content for self-directed learning in data science
Machine-Learning-Notebooks
Machine Learning notebooks for refreshing concepts.
machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts
Practice-Problems
Practice problems for interviews
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
python-tutorial
A Python 3 programming tutorial for beginners.
Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
sklearn_tutorial
Materials for my scikit-learn tutorial
stats_tutorial
A gentle tutorial to essential concepts in statistics.
the-neural-perspective
📓 Notes from The Neural Perspective (discontinued) blog.
Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"