ankatsao's repositories
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
Data-science-best-resources
Carefully curated resource links for data science in one place
deepLearningBook-Notes
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
fourier-transform
A jupyter notebook with some stuff on the FT
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.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
jetBrainsAcadZoo
A sample project from JetBrain's Academy (ZooKeeper mini porject :))
ml-glossary
Machine learning glossary
ml-study-plan
The Ultimate FREE Machine Learning Study Plan
Preprocessing-for-deep-learning
This is the notebook associated with the blog post:
Python
All Algorithms implemented in Python
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Tech-Interview-Cheat-Sheet
Studying for a tech interview sucks. Here's an open source cheat sheet to help
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tutorial
A tutorial for widgets
tutorial-thermodynamics
Particles in a box simulation with temperature and speed distribution plots