Atul Acharya's repositories
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
emotion-conv-net
Real-time emotion recognition using convolutional neural nets.
fast-neural-style
Feedforward style transfer
h2o-meetups
Presentations from H2O meetups & conferences by the H2O.ai team
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning in python.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
ml4a-guides
practical guides, tutorials, and code samples for ml4a
Neural-Photo-Editor
A simple interface for editing natural photos with generative neural networks.
Nvidia-Autopilot-TensorFlow
A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes
python_odsc_2016
Repository containing files for my ODSC 2016 scikit-learn tutorial.
python_spectrograms_and_inversion
Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook
PythonDataScienceHandbook
Supplemental materials for my OReilly project, the Python Data Science Handbook
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
rp_extract
Rhythm Pattern music feature extractor by IFS @ TU-Vienna
TensorFlow-in-a-Nutshell
The repo for the fast and easy guide to the most popular deep learning framework in the world.
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
The-Nature-of-Livecoding
A port of Daniel Shiffman's Nature of Code Examples to the Extempore livecoding language
theano-tutorial
A collection of tutorials on neural networks, using Theano
torch-Video-Tutorials
Light your way in Deep Learning with Torch 🔦
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"