Vinayak raja's repositories
fastai
The fastai deep learning library, plus lessons and and tutorials
coursedocs
Notes from OMSCS Lectures and Transcripts.
awesome-deep-learning-papers
The most cited deep learning papers
aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
100daysofmlcode
Coding machine learning for at least an hour everyday for the next 100 days.
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
handle_imabalnce_class
Address imbalance classes in machine learning projects.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Data-Science-ML-using-Python-
Repo to learn Data Science and ML algorithm using Python
hdbscan
A high performance implementation of HDBSCAN clustering.
Data-Science-ML-using-R
Repo to learn Data Science and ML algorithm using R
Datasets
Data sets for python and R data science ML Implementation
courses
fast.ai Courses
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Machine-Learning-Links-And-Lessons-Learned
List of all the lessons learned, best practices, and links from my time studying machine learning
avenir
Set of Machine Learning and Stochastic Optimazion tools based on Hadoop, Spark and Storm https://pkghosh.wordpress.com/
BuildingMachineLearningSystemsWithPython
Source Code for the book Building Machine Learning Systems with Python
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
machine-learning
Content for Udacity's Machine Learning curriculum
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
stat212b
Topics Course on Deep Learning UC Berkeley
ipython-notebooks
A collection of IPython notebooks covering various topics.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.