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boolmatch

Parse & test boolean expressions against text.

caffe

Caffe: a fast open framework for deep learning.

collaboration-and-competition

This is the solution to the collaboration and competition project in the Udacity Deep Reinforcement Learning Nanodegree

continuous-control

Solution to the Continuous Control project of Udacity Deep Reinforcement Learning Nanodegree

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, Spark, Hadoop MapReduce, HDFS, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-q-learning

Deep Q Learning for the Banana collection Navigation project - Udacity Nanodegree

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeprl-p3-collaboration-competition

Project 3 of Udacity's Deep Reinforcement Learning nanodegree program.

drl-cart-pole

Just a practice repository for the cart pole example from GYM repo from OpenAI

facenet

Face recognition using Tensorflow

ivis

Dimensionality reduction in very large datasets using Siamese Networks

machine-translation-transformers

A codebase showing how to implement machine translation using transformers in PyTorch and using HugginngFace library

navigation

Train an agent with the DQN algorithm to navigate a virtual world and collect as many yellow bananas as possible while avoiding blue bananas.

openai-gym-taxi-v2

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

rnn-language-modeling

A 2 layered Recursive neural network for language modeling - MIT License

sentiment-analysis-word2vec

This project shows how to design a simple sentiment analysis using trained word2vec from Google

sentiment-classification-bert

Sentiment classification using BERT fine tuning with HuggingFace library

spark-news-popularity

A news popularity regressor built using decision trees on Spark - MIT License

spark-product-recommendation-system

A product recommendation system in Spark using just product purchase history without any ratings - MIT License

testrepo

textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

ud858

Python version of the Conference Central app for Udacity course on Google App Engine