squiba's repositories
Naive-text-classification
Simple approaches for text classification (extracting features and separating them into classes)
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
brian2
Brian is a free, open source simulator for spiking neural networks.
CSN212
Assignments and homeworks for course CSN-212 (design and analysis of algorithms)
DeepLearningBook
MIT Deep Learning Book in PDF format
Full-Stack-Foundations
Solution Code to Full Stack Foundations (ud088)
mediasoup-demo
mediasoup official demo application
murphy_exercises
Python notebooks for figures and exercises from Kevin Murphy's Machine Learning: a Probabilistic Perspective book.
MurphyProbabilisticML
Some codes and personal notes about Kevin Murphy's book on Machine Learning
nla2015
The main github repository for NLA2015 course
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
quora-duplicate-question-detector
Uses a Convolutional Neural Network to detect duplicate questions in the public Quora dataset.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python code for Reinforcement Learning: An Introduction
rnn-speech
Character level speech recognizer using ctc loss with deep rnns in TensorFlow.
scipy-cookbook
Scipy Cookbook
Tensorflow
learning with tensorflow
TF-recomm
Tensorflow-based Recommendation systems