Philadelphia School of AI's repositories
Flower-Images-Classifier
Udacity AI/Deep Learning project using Pytorch
awesome-deep-learning-papers
The most cited deep learning papers
100_Days_of_ML_Code
These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube
a-bit-of-deep-learning-and-keras
Follow along repo for the eponymously named youtube playlist
auto_ml
Automated machine learning for analytics & production
awesome-chatbots
A curated list of awesome Chatbot services and resources.
Backpropogation
Teaching backpropogation for School of AI: Philadelphia Meetup
capsule_networks
This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
dnc
A TensorFlow implementation of the Differentiable Neural Computer.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
jfleg
JFLEG (JHU FLuency-Extended GUG) corpus for Grammatical Error Correction Evaluation
keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
linear_regression_live
This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
ml-with-python-and-keras
Based off Deep Learning with Python by François Chollet
NakedTensor
Bare bone examples of machine learning in TensorFlow
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
nmt
TensorFlow Neural Machine Translation Tutorial
practical_seq2seq
A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly
pytorch-examples
Simple examples to introduce PyTorch
pytorch-for-numpy-users
PyTorch for Numpy users.
seq2seq
A general-purpose encoder-decoder framework for Tensorflow
seq2seq-chatbot
A sequence2sequence chatbot implementation with TensorFlow.
tensorflow-seq2seq-tutorials
Dynamic seq2seq in TensorFlow, step by step
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tflearn
Deep learning library featuring a higher-level API for TensorFlow.
trfl
TensorFlow Reinforcement Learning